diff --git a/.devops/main-intel.Dockerfile b/.devops/main-intel.Dockerfile
index 274b91b71..7516c8313 100644
--- a/.devops/main-intel.Dockerfile
+++ b/.devops/main-intel.Dockerfile
@@ -2,6 +2,14 @@ ARG ONEAPI_VERSION=2024.0.1-devel-ubuntu22.04
 
 FROM intel/oneapi-basekit:$ONEAPI_VERSION as build
 
+RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | tee /usr/share/keyrings/intel-oneapi-archive-keyring.gpg > /dev/null && \
+    echo "deb [signed-by=/usr/share/keyrings/intel-oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main " | tee /etc/apt/sources.list.d/oneAPI.list && \
+    chmod 644 /usr/share/keyrings/intel-oneapi-archive-keyring.gpg && \
+    rm /etc/apt/sources.list.d/intel-graphics.list && \
+    wget -O- https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null && \
+    echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/graphics/ubuntu jammy arc" | tee /etc/apt/sources.list.d/intel.gpu.jammy.list && \
+    chmod 644 /usr/share/keyrings/intel-graphics.gpg
+
 ARG LLAMA_SYCL_F16=OFF
 RUN apt-get update && \
     apt-get install -y git
diff --git a/.devops/nix/package.nix b/.devops/nix/package.nix
index 2c0ae4e2a..e8d5b0bd9 100644
--- a/.devops/nix/package.nix
+++ b/.devops/nix/package.nix
@@ -214,7 +214,6 @@ effectiveStdenv.mkDerivation (
         (cmakeBool "LLAMA_CUDA" useCuda)
         (cmakeBool "LLAMA_HIPBLAS" useRocm)
         (cmakeBool "LLAMA_METAL" useMetalKit)
-        (cmakeBool "LLAMA_MPI" useMpi)
         (cmakeBool "LLAMA_VULKAN" useVulkan)
         (cmakeBool "LLAMA_STATIC" enableStatic)
       ]
@@ -227,20 +226,20 @@ effectiveStdenv.mkDerivation (
         )
       ]
       ++ optionals useRocm [
-        (cmakeFeature "CMAKE_C_COMPILER" "hipcc")
-        (cmakeFeature "CMAKE_CXX_COMPILER" "hipcc")
-
-        # Build all targets supported by rocBLAS. When updating search for TARGET_LIST_ROCM
-        # in https://github.com/ROCmSoftwarePlatform/rocBLAS/blob/develop/CMakeLists.txt
-        # and select the line that matches the current nixpkgs version of rocBLAS.
-        # Should likely use `rocmPackages.clr.gpuTargets`.
-        "-DAMDGPU_TARGETS=gfx803;gfx900;gfx906:xnack-;gfx908:xnack-;gfx90a:xnack+;gfx90a:xnack-;gfx940;gfx941;gfx942;gfx1010;gfx1012;gfx1030;gfx1100;gfx1101;gfx1102"
+        (cmakeFeature "CMAKE_HIP_COMPILER" "${rocmPackages.llvm.clang}/bin/clang")
+        (cmakeFeature "CMAKE_HIP_ARCHITECTURES" (builtins.concatStringsSep ";" rocmPackages.clr.gpuTargets))
       ]
       ++ optionals useMetalKit [
         (lib.cmakeFeature "CMAKE_C_FLAGS" "-D__ARM_FEATURE_DOTPROD=1")
         (cmakeBool "LLAMA_METAL_EMBED_LIBRARY" (!precompileMetalShaders))
       ];
 
+    # Environment variables needed for ROCm
+    env = optionals useRocm {
+      ROCM_PATH = "${rocmPackages.clr}";
+      HIP_DEVICE_LIB_PATH = "${rocmPackages.rocm-device-libs}/amdgcn/bitcode";
+    };
+
     # TODO(SomeoneSerge): It's better to add proper install targets at the CMake level,
     # if they haven't been added yet.
     postInstall = ''
diff --git a/.devops/server-intel.Dockerfile b/.devops/server-intel.Dockerfile
index a8e451fa9..13d00b737 100644
--- a/.devops/server-intel.Dockerfile
+++ b/.devops/server-intel.Dockerfile
@@ -2,6 +2,14 @@ ARG ONEAPI_VERSION=2024.0.1-devel-ubuntu22.04
 
 FROM intel/oneapi-basekit:$ONEAPI_VERSION as build
 
+RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | tee /usr/share/keyrings/intel-oneapi-archive-keyring.gpg > /dev/null && \
+    echo "deb [signed-by=/usr/share/keyrings/intel-oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main " | tee /etc/apt/sources.list.d/oneAPI.list && \
+    chmod 644 /usr/share/keyrings/intel-oneapi-archive-keyring.gpg && \
+    rm /etc/apt/sources.list.d/intel-graphics.list && \
+    wget -O- https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null && \
+    echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/graphics/ubuntu jammy arc" | tee /etc/apt/sources.list.d/intel.gpu.jammy.list && \
+    chmod 644 /usr/share/keyrings/intel-graphics.gpg
+
 ARG LLAMA_SYCL_F16=OFF
 RUN apt-get update && \
     apt-get install -y git libcurl4-openssl-dev
@@ -19,6 +27,14 @@ RUN if [ "${LLAMA_SYCL_F16}" = "ON" ]; then \
 
 FROM intel/oneapi-basekit:$ONEAPI_VERSION as runtime
 
+RUN wget -O- https://apt.repos.intel.com/intel-gpg-keys/GPG-PUB-KEY-INTEL-SW-PRODUCTS.PUB | gpg --dearmor | tee /usr/share/keyrings/intel-oneapi-archive-keyring.gpg > /dev/null && \
+    echo "deb [signed-by=/usr/share/keyrings/intel-oneapi-archive-keyring.gpg] https://apt.repos.intel.com/oneapi all main " | tee /etc/apt/sources.list.d/oneAPI.list && \
+    chmod 644 /usr/share/keyrings/intel-oneapi-archive-keyring.gpg && \
+    rm /etc/apt/sources.list.d/intel-graphics.list && \
+    wget -O- https://repositories.intel.com/graphics/intel-graphics.key | gpg --dearmor | tee /usr/share/keyrings/intel-graphics.gpg > /dev/null && \
+    echo "deb [arch=amd64,i386 signed-by=/usr/share/keyrings/intel-graphics.gpg] https://repositories.intel.com/graphics/ubuntu jammy arc" | tee /etc/apt/sources.list.d/intel.gpu.jammy.list && \
+    chmod 644 /usr/share/keyrings/intel-graphics.gpg
+
 RUN apt-get update && \
     apt-get install -y libcurl4-openssl-dev
 
diff --git a/.devops/tools.sh b/.devops/tools.sh
index 3a7d274e4..97424c3aa 100755
--- a/.devops/tools.sh
+++ b/.devops/tools.sh
@@ -8,7 +8,7 @@ arg1="$1"
 shift
 
 if [[ "$arg1" == '--convert' || "$arg1" == '-c' ]]; then
-    python3 ./convert.py "$@"
+    python3 ./convert-hf-to-gguf.py "$@"
 elif [[ "$arg1" == '--quantize' || "$arg1" == '-q' ]]; then
     ./quantize "$@"
 elif [[ "$arg1" == '--run' || "$arg1" == '-r' ]]; then
diff --git a/.github/ISSUE_TEMPLATE/01-bug-low.yml b/.github/ISSUE_TEMPLATE/01-bug-low.yml
new file mode 100644
index 000000000..bfb9d9a06
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/01-bug-low.yml
@@ -0,0 +1,50 @@
+name: Low Severity Bugs
+description: Used to report low severity bugs in llama.cpp (e.g. cosmetic issues, non critical UI glitches)
+title: "Bug: "
+labels: ["bug-unconfirmed", "low severity"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+        Please include information about your system, the steps to reproduce the bug,
+        and the version of llama.cpp that you are using.
+        If possible, please provide a minimal code example that reproduces the bug.
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: Also tell us, what did you expect to happen?
+      placeholder: Tell us what you see!
+    validations:
+      required: true
+  - type: textarea
+    id: version
+    attributes:
+      label: Name and Version
+      description: Which executable and which version of our software are you running? (use `--version` to get a version string)
+      placeholder: |
+        $./main --version
+        version: 2999 (42b4109e)
+        built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu
+    validations:
+      required: true
+  - type: dropdown
+    id: operating-system
+    attributes:
+      label: What operating system are you seeing the problem on?
+      multiple: true
+      options:
+        - Linux
+        - Mac
+        - Windows
+        - BSD
+        - Other? (Please let us know in description)
+    validations:
+      required: false
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
diff --git a/.github/ISSUE_TEMPLATE/02-bug-medium.yml b/.github/ISSUE_TEMPLATE/02-bug-medium.yml
new file mode 100644
index 000000000..e8297eea0
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/02-bug-medium.yml
@@ -0,0 +1,50 @@
+name: Medium Severity Bug
+description: Used to report medium severity bugs in llama.cpp (e.g. Malfunctioning Features but generally still useable)
+title: "Bug: "
+labels: ["bug-unconfirmed", "medium severity"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+        Please include information about your system, the steps to reproduce the bug,
+        and the version of llama.cpp that you are using.
+        If possible, please provide a minimal code example that reproduces the bug.
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: Also tell us, what did you expect to happen?
+      placeholder: Tell us what you see!
+    validations:
+      required: true
+  - type: textarea
+    id: version
+    attributes:
+      label: Name and Version
+      description: Which executable and which version of our software are you running? (use `--version` to get a version string)
+      placeholder: |
+        $./main --version
+        version: 2999 (42b4109e)
+        built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu
+    validations:
+      required: true
+  - type: dropdown
+    id: operating-system
+    attributes:
+      label: What operating system are you seeing the problem on?
+      multiple: true
+      options:
+        - Linux
+        - Mac
+        - Windows
+        - BSD
+        - Other? (Please let us know in description)
+    validations:
+      required: false
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
diff --git a/.github/ISSUE_TEMPLATE/03-bug-high.yml b/.github/ISSUE_TEMPLATE/03-bug-high.yml
new file mode 100644
index 000000000..3c9d50d16
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/03-bug-high.yml
@@ -0,0 +1,50 @@
+name: High Severity Bug
+description: Used to report high severity bugs in llama.cpp (e.g. Malfunctioning features hindering important common workflow)
+title: "Bug: "
+labels: ["bug-unconfirmed", "high severity"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+        Please include information about your system, the steps to reproduce the bug,
+        and the version of llama.cpp that you are using.
+        If possible, please provide a minimal code example that reproduces the bug.
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: Also tell us, what did you expect to happen?
+      placeholder: Tell us what you see!
+    validations:
+      required: true
+  - type: textarea
+    id: version
+    attributes:
+      label: Name and Version
+      description: Which executable and which version of our software are you running? (use `--version` to get a version string)
+      placeholder: |
+        $./main --version
+        version: 2999 (42b4109e)
+        built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu
+    validations:
+      required: true
+  - type: dropdown
+    id: operating-system
+    attributes:
+      label: What operating system are you seeing the problem on?
+      multiple: true
+      options:
+        - Linux
+        - Mac
+        - Windows
+        - BSD
+        - Other? (Please let us know in description)
+    validations:
+      required: false
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
diff --git a/.github/ISSUE_TEMPLATE/04-bug-critical.yml b/.github/ISSUE_TEMPLATE/04-bug-critical.yml
new file mode 100644
index 000000000..d089d5fa1
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/04-bug-critical.yml
@@ -0,0 +1,50 @@
+name: Critical Severity Bug
+description: Used to report critical severity bugs in llama.cpp (e.g. Crashing, Corrupted, Dataloss)
+title: "Bug: "
+labels: ["bug-unconfirmed", "critical severity"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Thanks for taking the time to fill out this bug report!
+        Please include information about your system, the steps to reproduce the bug,
+        and the version of llama.cpp that you are using.
+        If possible, please provide a minimal code example that reproduces the bug.
+  - type: textarea
+    id: what-happened
+    attributes:
+      label: What happened?
+      description: Also tell us, what did you expect to happen?
+      placeholder: Tell us what you see!
+    validations:
+      required: true
+  - type: textarea
+    id: version
+    attributes:
+      label: Name and Version
+      description: Which executable and which version of our software are you running? (use `--version` to get a version string)
+      placeholder: |
+        $./main --version
+        version: 2999 (42b4109e)
+        built with cc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0 for x86_64-linux-gnu
+    validations:
+      required: true
+  - type: dropdown
+    id: operating-system
+    attributes:
+      label: What operating system are you seeing the problem on?
+      multiple: true
+      options:
+        - Linux
+        - Mac
+        - Windows
+        - BSD
+        - Other? (Please let us know in description)
+    validations:
+      required: false
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
diff --git a/.github/ISSUE_TEMPLATE/05-enhancement.yml b/.github/ISSUE_TEMPLATE/05-enhancement.yml
new file mode 100644
index 000000000..58fca7318
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/05-enhancement.yml
@@ -0,0 +1,51 @@
+name: Enhancement
+description: Used to request enhancements for llama.cpp
+title: "Feature Request: "
+labels: ["enhancement"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        [Please post your idea first in Discussion if there is not yet a consensus for this enhancement request. This will help to keep this issue tracker focused on enhancements that the community has agreed needs to be implemented.](https://github.com/ggerganov/llama.cpp/discussions/categories/ideas)
+
+  - type: checkboxes
+    id: prerequisites
+    attributes:
+      label: Prerequisites
+      description: Please confirm the following before submitting your enhancement request.
+      options:
+        - label: I am running the latest code. Mention the version if possible as well.
+          required: true
+        - label: I carefully followed the [README.md](https://github.com/ggerganov/llama.cpp/blob/master/README.md).
+          required: true
+        - label: I searched using keywords relevant to my issue to make sure that I am creating a new issue that is not already open (or closed).
+          required: true
+        - label: I reviewed the [Discussions](https://github.com/ggerganov/llama.cpp/discussions), and have a new and useful enhancement to share.
+          required: true
+
+  - type: textarea
+    id: feature-description
+    attributes:
+      label: Feature Description
+      description: Please provide a detailed written description of what you were trying to do, and what you expected `llama.cpp` to do as an enhancement.
+      placeholder: Detailed description of the enhancement
+    validations:
+      required: true
+
+  - type: textarea
+    id: motivation
+    attributes:
+      label: Motivation
+      description: Please provide a detailed written description of reasons why this feature is necessary and how it is useful to `llama.cpp` users.
+      placeholder: Explanation of why this feature is needed and its benefits
+    validations:
+      required: true
+
+  - type: textarea
+    id: possible-implementation
+    attributes:
+      label: Possible Implementation
+      description: If you have an idea as to how it can be implemented, please write a detailed description. Feel free to give links to external sources or share visuals that might be helpful to understand the details better.
+      placeholder: Detailed description of potential implementation
+    validations:
+      required: false
diff --git a/.github/ISSUE_TEMPLATE/06-research.yml b/.github/ISSUE_TEMPLATE/06-research.yml
new file mode 100644
index 000000000..3ae4e9f8c
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/06-research.yml
@@ -0,0 +1,52 @@
+name: Research
+description: Track new technical research area
+title: "Research: "
+labels: ["research 🔬"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Don't forget to check for any [duplicate research issue tickets](https://github.com/ggerganov/llama.cpp/issues?q=is%3Aopen+is%3Aissue+label%3A%22research+%F0%9F%94%AC%22)
+
+  - type: checkboxes
+    id: research-stage
+    attributes:
+      label: Research Stage
+      description: Track general state of this research ticket
+      options:
+        - label: Background Research (Let's try to avoid reinventing the wheel)
+        - label: Hypothesis Formed (How do you think this will work and it's effect?)
+        - label: Strategy / Implementation Forming
+        - label: Analysis of results
+        - label: Debrief / Documentation (So people in the future can learn from us)
+
+  - type: textarea
+    id: background
+    attributes:
+      label: Previous existing literature and research
+      description: Whats the current state of the art and whats the motivation for this research?
+
+  - type: textarea
+    id: hypothesis
+    attributes:
+      label: Hypothesis
+      description: How do you think this will work and it's effect?
+
+  - type: textarea
+    id: implementation
+    attributes:
+      label: Implementation
+      description: Got an approach? e.g. a PR ready to go?
+
+  - type: textarea
+    id: analysis
+    attributes:
+      label: Analysis
+      description: How does the proposed implementation behave?
+
+  - type: textarea
+    id: logs
+    attributes:
+      label: Relevant log output
+      description: Please copy and paste any relevant log output. This will be automatically formatted into code, so no need for backticks.
+      render: shell
diff --git a/.github/ISSUE_TEMPLATE/07-refactor.yml b/.github/ISSUE_TEMPLATE/07-refactor.yml
new file mode 100644
index 000000000..3a68d3d53
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/07-refactor.yml
@@ -0,0 +1,28 @@
+name: Refactor (Maintainers)
+description: Used to track refactoring opportunities
+title: "Refactor: "
+labels: ["refactor"]
+body:
+  - type: markdown
+    attributes:
+      value: |
+        Don't forget to [check for existing refactor issue tickets](https://github.com/ggerganov/llama.cpp/issues?q=is%3Aopen+is%3Aissue+label%3Arefactoring) in case it's already covered.
+        Also you may want to check [Pull request refactor label as well](https://github.com/ggerganov/llama.cpp/pulls?q=is%3Aopen+is%3Apr+label%3Arefactoring) for duplicates too.
+
+  - type: textarea
+    id: background-description
+    attributes:
+      label: Background Description
+      description: Please provide a detailed written description of the pain points you are trying to solve.
+      placeholder: Detailed description behind your motivation to request refactor
+    validations:
+      required: true
+
+  - type: textarea
+    id: possible-approaches
+    attributes:
+      label: Possible Refactor Approaches
+      description: If you have some idea of possible approaches to solve this problem. You may want to make it a todo list.
+      placeholder: Your idea of possible refactoring opportunity/approaches
+    validations:
+      required: false
diff --git a/.github/ISSUE_TEMPLATE/bug.md b/.github/ISSUE_TEMPLATE/bug.md
deleted file mode 100644
index 49812832c..000000000
--- a/.github/ISSUE_TEMPLATE/bug.md
+++ /dev/null
@@ -1,11 +0,0 @@
----
-name: Bug template
-about: Used to report bugs in llama.cpp
-labels: ["bug-unconfirmed"]
-assignees: ''
-
----
-
-Please include information about your system, the steps to reproduce the bug, and the version of llama.cpp that you are using. If possible, please provide a minimal code example that reproduces the bug.
-
-If the bug concerns the server, please try to reproduce it first using the [server test scenario framework](https://github.com/ggerganov/llama.cpp/tree/master/examples/server/tests).
diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml
new file mode 100644
index 000000000..c88134dbb
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/config.yml
@@ -0,0 +1,13 @@
+blank_issues_enabled: true
+contact_links:
+  - name: Got an idea?
+    url: https://github.com/ggerganov/llama.cpp/discussions/categories/ideas
+    about: Pop it there. It may then become an enhancement ticket.
+  - name: Got a question?
+    url: https://github.com/ggerganov/llama.cpp/discussions/categories/q-a
+    about: Ask a question there!
+  - name: Want to contribute?
+    url: https://github.com/ggerganov/llama.cpp/wiki/contribute
+    about: Head to the contribution guide page of the wiki for areas you can help with
+
+
diff --git a/.github/ISSUE_TEMPLATE/enhancement.md b/.github/ISSUE_TEMPLATE/enhancement.md
deleted file mode 100644
index dcffda750..000000000
--- a/.github/ISSUE_TEMPLATE/enhancement.md
+++ /dev/null
@@ -1,28 +0,0 @@
----
-name: Enhancement template
-about: Used to request enhancements for llama.cpp
-labels: ["enhancement"]
-assignees: ''
-
----
-
-# Prerequisites
-
-Please answer the following questions for yourself before submitting an issue.
-
-- [ ] I am running the latest code. Development is very rapid so there are no tagged versions as of now.
-- [ ] I carefully followed the [README.md](https://github.com/ggerganov/llama.cpp/blob/master/README.md).
-- [ ] I [searched using keywords relevant to my issue](https://docs.github.com/en/issues/tracking-your-work-with-issues/filtering-and-searching-issues-and-pull-requests) to make sure that I am creating a new issue that is not already open (or closed).
-- [ ] I reviewed the [Discussions](https://github.com/ggerganov/llama.cpp/discussions), and have a new bug or useful enhancement to share.
-
-# Feature Description
-
-Please provide a detailed written description of what you were trying to do, and what you expected `llama.cpp` to do as an enhancement.
-
-# Motivation
-
-Please provide a detailed written description of reasons why this feature is necessary and how it is useful to `llama.cpp` users.
-
-# Possible Implementation
-
-If you have an idea as to how it can be implemented, please write a detailed description. Feel free to give links to external sources or share visuals that might be helpful to understand the details better.
diff --git a/.github/labeler.yml b/.github/labeler.yml
new file mode 100644
index 000000000..97d739b58
--- /dev/null
+++ b/.github/labeler.yml
@@ -0,0 +1,90 @@
+# https://github.com/actions/labeler
+Kompute:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml-kompute.h
+            - ggml-kompute.cpp
+            - README-kompute.md
+Apple Metal:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml-metal.h
+            - ggml-metal.cpp
+            - README-metal.md
+SYCL:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml-sycl.h
+            - ggml-sycl.cpp
+            - README-sycl.md
+Nvidia GPU:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml-cuda.h
+            - ggml-cuda/**
+Vulkan:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml_vk_generate_shaders.py
+            - ggml-vulkan*
+documentation:
+    - changed-files:
+        - any-glob-to-any-file:
+            - docs/**
+            - media/**
+testing:
+    - changed-files:
+        - any-glob-to-any-file:
+            - tests/**
+build:
+    - changed-files:
+        - any-glob-to-any-file:
+            - cmake/**
+            - CMakeLists.txt
+            - CMakePresets.json
+            - codecov.yml
+examples:
+    - changed-files:
+        - any-glob-to-any-file: examples/**
+devops:
+    - changed-files:
+        - any-glob-to-any-file:
+            - .devops/**
+            - .github/**
+            - ci/**
+python:
+    - changed-files:
+        - any-glob-to-any-file:
+            - "**/*.py"
+            - requirements/**
+            - gguf-py/**
+            - .flake8
+script:
+    - changed-files:
+        - any-glob-to-any-file:
+            - scripts/**
+android:
+    - changed-files:
+        - any-glob-to-any-file:
+            - examples/llama.android/**
+server:
+    - changed-files:
+        - any-glob-to-any-file:
+            - examples/server/**
+ggml:
+    - changed-files:
+        - any-glob-to-any-file:
+            - ggml.c
+            - ggml.h
+            - ggml-*.c
+            - ggml-*.h
+            - ggml-cuda/**
+nix:
+    - changed-files:
+        - any-glob-to-any-file:
+            - "**/*.nix"
+            - .github/workflows/nix-*.yml
+            - .devops/nix/nixpkgs-instances.nix
+embedding:
+    - changed-files:
+        - any-glob-to-any-file: examples/embedding/
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 2d747e688..7b616281b 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -271,49 +271,15 @@ jobs:
           path: llama-${{ steps.tag.outputs.name }}-bin-ubuntu-x64.zip
           name: llama-bin-ubuntu-x64.zip
 
-#  ubuntu-latest-cmake-sanitizer:
-#    runs-on: ubuntu-latest
-#
-#    continue-on-error: true
-#
-#    strategy:
-#      matrix:
-#        sanitizer: [ADDRESS, THREAD, UNDEFINED]
-#        build_type: [Debug, Release]
-#
-#    steps:
-#      - name: Clone
-#        id: checkout
-#        uses: actions/checkout@v4
-#
-#      - name: Dependencies
-#        id: depends
-#        run: |
-#          sudo apt-get update
-#          sudo apt-get install build-essential
-#
-#      - name: Build
-#        id: cmake_build
-#        run: |
-#          mkdir build
-#          cd build
-#          cmake .. -DLLAMA_FATAL_WARNINGS=ON -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }}
-#          cmake --build . --config ${{ matrix.build_type }} -j $(nproc)
-#
-#      - name: Test
-#        id: cmake_test
-#        run: |
-#          cd build
-#          ctest -L main --verbose --timeout 900
-
-  ubuntu-latest-cmake-mpi:
+  ubuntu-latest-cmake-sanitizer:
     runs-on: ubuntu-latest
 
     continue-on-error: true
 
     strategy:
       matrix:
-        mpi_library: [mpich, libopenmpi-dev]
+        sanitizer: [ADDRESS, THREAD, UNDEFINED]
+        build_type: [Debug, Release]
 
     steps:
       - name: Clone
@@ -324,14 +290,44 @@ jobs:
         id: depends
         run: |
           sudo apt-get update
-          sudo apt-get install build-essential ${{ matrix.mpi_library }}
+          sudo apt-get install build-essential
 
       - name: Build
         id: cmake_build
         run: |
           mkdir build
           cd build
-          cmake -DLLAMA_MPI=ON ..
+          cmake .. -DLLAMA_FATAL_WARNINGS=ON -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON -DCMAKE_BUILD_TYPE=${{ matrix.build_type }}
+          cmake --build . --config ${{ matrix.build_type }} -j $(nproc)
+
+      - name: Test
+        id: cmake_test
+        run: |
+          cd build
+          ctest -L main --verbose --timeout 900
+
+  ubuntu-latest-cmake-rpc:
+    runs-on: ubuntu-latest
+
+    continue-on-error: true
+
+    steps:
+      - name: Clone
+        id: checkout
+        uses: actions/checkout@v4
+
+      - name: Dependencies
+        id: depends
+        run: |
+          sudo apt-get update
+          sudo apt-get install build-essential
+
+      - name: Build
+        id: cmake_build
+        run: |
+          mkdir build
+          cd build
+          cmake -DLLAMA_RPC=ON ..
           cmake --build . --config Release -j $(nproc)
 
       - name: Test
@@ -362,6 +358,33 @@ jobs:
           cmake -DLLAMA_VULKAN=ON ..
           cmake --build . --config Release -j $(nproc)
 
+  ubuntu-22-cmake-hip:
+    runs-on: ubuntu-22.04
+    container: rocm/dev-ubuntu-22.04:6.0.2
+
+    steps:
+      - name: Clone
+        id: checkout
+        uses: actions/checkout@v3
+
+      - name: Dependencies
+        id: depends
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y build-essential git cmake rocblas-dev hipblas-dev
+
+      - name: Build with native CMake HIP support
+        id: cmake_build
+        run: |
+          cmake -B build -S . -DCMAKE_HIP_COMPILER="$(hipconfig -l)/clang" -DLLAMA_HIPBLAS=ON
+          cmake --build build --config Release -j $(nproc)
+
+      - name: Build with legacy HIP support
+        id: cmake_build_legacy_hip
+        run: |
+          cmake -B build2 -S . -DCMAKE_C_COMPILER=hipcc -DCMAKE_CXX_COMPILER=hipcc -DLLAMA_HIPBLAS=ON
+          cmake --build build2 --config Release -j $(nproc)
+
   ubuntu-22-cmake-sycl:
     runs-on: ubuntu-22.04
 
@@ -663,24 +686,28 @@ jobs:
     strategy:
       matrix:
         include:
-          - build: 'noavx'
+          - build: 'rpc-x64'
+            defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_RPC=ON -DBUILD_SHARED_LIBS=ON'
+          - build: 'noavx-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX=OFF -DLLAMA_AVX2=OFF -DLLAMA_FMA=OFF -DBUILD_SHARED_LIBS=ON'
-          - build: 'avx2'
+          - build: 'avx2-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'
-          - build: 'avx'
+          - build: 'avx-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX2=OFF -DBUILD_SHARED_LIBS=ON'
-          - build: 'avx512'
+          - build: 'avx512-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_AVX512=ON -DBUILD_SHARED_LIBS=ON'
-          - build: 'clblast'
+          - build: 'clblast-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_CLBLAST=ON -DBUILD_SHARED_LIBS=ON -DCMAKE_PREFIX_PATH="$env:RUNNER_TEMP/clblast"'
-          - build: 'openblas'
+          - build: 'openblas-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_BLAS=ON -DBUILD_SHARED_LIBS=ON -DLLAMA_BLAS_VENDOR=OpenBLAS -DBLAS_INCLUDE_DIRS="$env:RUNNER_TEMP/openblas/include" -DBLAS_LIBRARIES="$env:RUNNER_TEMP/openblas/lib/openblas.lib"'
-          - build: 'kompute'
+          - build: 'kompute-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_KOMPUTE=ON -DKOMPUTE_OPT_DISABLE_VULKAN_VERSION_CHECK=ON -DBUILD_SHARED_LIBS=ON'
-          - build: 'vulkan'
+          - build: 'vulkan-x64'
             defines: '-DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DLLAMA_VULKAN=ON -DBUILD_SHARED_LIBS=ON'
-          - build: 'arm64'
-            defines: '-A ARM64 -DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'
+          - build: 'llvm-arm64'
+            defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-llvm.cmake -DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'
+          - build: 'msvc-arm64'
+            defines: '-G "Ninja Multi-Config" -D CMAKE_TOOLCHAIN_FILE=cmake/arm64-windows-msvc.cmake -DLLAMA_NATIVE=OFF -DLLAMA_BUILD_SERVER=ON -DBUILD_SHARED_LIBS=ON'
 
     steps:
       - name: Clone
@@ -691,13 +718,13 @@ jobs:
 
       - name: Clone Kompute submodule
         id: clone_kompute
-        if: ${{ matrix.build == 'kompute' }}
+        if: ${{ matrix.build == 'kompute-x64' }}
         run: |
           git submodule update --init kompute
 
       - name: Download OpenCL SDK
         id: get_opencl
-        if: ${{ matrix.build == 'clblast' }}
+        if: ${{ matrix.build == 'clblast-x64' }}
         run: |
           curl.exe -o $env:RUNNER_TEMP/opencl.zip -L "https://github.com/KhronosGroup/OpenCL-SDK/releases/download/v${env:OPENCL_VERSION}/OpenCL-SDK-v${env:OPENCL_VERSION}-Win-x64.zip"
           mkdir $env:RUNNER_TEMP/opencl
@@ -705,7 +732,7 @@ jobs:
 
       - name: Download CLBlast
         id: get_clblast
-        if: ${{ matrix.build == 'clblast' }}
+        if: ${{ matrix.build == 'clblast-x64' }}
         run: |
           curl.exe -o $env:RUNNER_TEMP/clblast.7z -L "https://github.com/CNugteren/CLBlast/releases/download/${env:CLBLAST_VERSION}/CLBlast-${env:CLBLAST_VERSION}-windows-x64.7z"
           curl.exe -o $env:RUNNER_TEMP/CLBlast.LICENSE.txt -L "https://github.com/CNugteren/CLBlast/raw/${env:CLBLAST_VERSION}/LICENSE"
@@ -718,7 +745,7 @@ jobs:
 
       - name: Download OpenBLAS
         id: get_openblas
-        if: ${{ matrix.build == 'openblas' }}
+        if: ${{ matrix.build == 'openblas-x64' }}
         run: |
           curl.exe -o $env:RUNNER_TEMP/openblas.zip -L "https://github.com/xianyi/OpenBLAS/releases/download/v${env:OPENBLAS_VERSION}/OpenBLAS-${env:OPENBLAS_VERSION}-x64.zip"
           curl.exe -o $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt -L "https://github.com/xianyi/OpenBLAS/raw/v${env:OPENBLAS_VERSION}/LICENSE"
@@ -731,38 +758,41 @@ jobs:
 
       - name: Install Vulkan SDK
         id: get_vulkan
-        if: ${{ matrix.build == 'kompute' || matrix.build == 'vulkan' }}
+        if: ${{ matrix.build == 'kompute-x64' || matrix.build == 'vulkan-x64' }}
         run: |
           curl.exe -o $env:RUNNER_TEMP/VulkanSDK-Installer.exe -L "https://sdk.lunarg.com/sdk/download/${env:VULKAN_VERSION}/windows/VulkanSDK-${env:VULKAN_VERSION}-Installer.exe"
           & "$env:RUNNER_TEMP\VulkanSDK-Installer.exe" --accept-licenses --default-answer --confirm-command install
           Add-Content $env:GITHUB_ENV "VULKAN_SDK=C:\VulkanSDK\${env:VULKAN_VERSION}"
           Add-Content $env:GITHUB_PATH "C:\VulkanSDK\${env:VULKAN_VERSION}\bin"
 
+      - name: Install Ninja
+        id: install_ninja
+        run: |
+          choco install ninja
+
       - name: Build
         id: cmake_build
         run: |
-          mkdir build
-          cd build
-          cmake .. ${{ matrix.defines }}
-          cmake --build . --config Release -j ${env:NUMBER_OF_PROCESSORS}
+          cmake -S . -B build ${{ matrix.defines }}
+          cmake --build build --config Release -j ${env:NUMBER_OF_PROCESSORS}
 
       - name: Add clblast.dll
         id: add_clblast_dll
-        if: ${{ matrix.build == 'clblast' }}
+        if: ${{ matrix.build == 'clblast-x64' }}
         run: |
           cp $env:RUNNER_TEMP/clblast/lib/clblast.dll ./build/bin/Release
           cp $env:RUNNER_TEMP/CLBlast.LICENSE.txt ./build/bin/Release/CLBlast-${env:CLBLAST_VERSION}.txt
 
       - name: Add libopenblas.dll
         id: add_libopenblas_dll
-        if: ${{ matrix.build == 'openblas' }}
+        if: ${{ matrix.build == 'openblas-x64' }}
         run: |
           cp $env:RUNNER_TEMP/openblas/bin/libopenblas.dll ./build/bin/Release/openblas.dll
           cp $env:RUNNER_TEMP/OpenBLAS.LICENSE.txt ./build/bin/Release/OpenBLAS-${env:OPENBLAS_VERSION}.txt
 
       - name: Check AVX512F support
         id: check_avx512f
-        if: ${{ matrix.build == 'avx512' }}
+        if: ${{ matrix.build == 'avx512-x64' }}
         continue-on-error: true
         run: |
           cd build
@@ -776,14 +806,14 @@ jobs:
       - name: Test
         id: cmake_test
         # not all machines have native AVX-512
-        if: ${{ matrix.build != 'arm64' && matrix.build != 'clblast' && matrix.build != 'kompute' && matrix.build != 'vulkan' && (matrix.build != 'avx512' || env.HAS_AVX512F == '1') }}
+        if: ${{ matrix.build != 'msvc-arm64' && matrix.build != 'llvm-arm64' && matrix.build != 'clblast-x64' && matrix.build != 'kompute-x64' && matrix.build != 'vulkan-x64' && (matrix.build != 'avx512-x64' || env.HAS_AVX512F == '1') }}
         run: |
           cd build
           ctest -L main -C Release --verbose --timeout 900
 
       - name: Test (Intel SDE)
         id: cmake_test_sde
-        if: ${{ matrix.build == 'avx512' && env.HAS_AVX512F == '0' }} # use Intel SDE for AVX-512 emulation
+        if: ${{ matrix.build == 'avx512-x64' && env.HAS_AVX512F == '0' }} # use Intel SDE for AVX-512 emulation
         run: |
           curl.exe -o $env:RUNNER_TEMP/sde.tar.xz -L "https://downloadmirror.intel.com/813591/sde-external-${env:SDE_VERSION}-win.tar.xz"
           # for some weird reason windows tar doesn't like sde tar.xz
@@ -811,14 +841,14 @@ jobs:
         if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
         run: |
           Copy-Item LICENSE .\build\bin\Release\llama.cpp.txt
-          7z a llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}-x64.zip .\build\bin\Release\*
+          7z a llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}.zip .\build\bin\Release\*
 
       - name: Upload artifacts
         if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
         uses: actions/upload-artifact@v4
         with:
-          path: llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}-x64.zip
-          name: llama-bin-win-${{ matrix.build }}-x64.zip
+          path: llama-${{ steps.tag.outputs.name }}-bin-win-${{ matrix.build }}.zip
+          name: llama-bin-win-${{ matrix.build }}.zip
 
   windows-latest-cmake-cuda:
     runs-on: windows-latest
@@ -898,9 +928,9 @@ jobs:
         shell: bash
 
     env:
-      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/62641e01-1e8d-4ace-91d6-ae03f7f8a71f/w_BaseKit_p_2024.0.0.49563_offline.exe
+      WINDOWS_BASEKIT_URL: https://registrationcenter-download.intel.com/akdlm/IRC_NAS/7dff44ba-e3af-4448-841c-0d616c8da6e7/w_BaseKit_p_2024.1.0.595_offline.exe
       WINDOWS_DPCPP_MKL: intel.oneapi.win.cpp-dpcpp-common:intel.oneapi.win.mkl.devel
-
+      ONEAPI_ROOT: "C:/Program Files (x86)/Intel/oneAPI"
     steps:
       - name: Clone
         id: checkout
@@ -932,6 +962,17 @@ jobs:
         id: pack_artifacts
         if: ${{ ( github.event_name == 'push' && github.ref == 'refs/heads/master' ) || github.event.inputs.create_release == 'true' }}
         run: |
+          echo "cp oneAPI running time dll files in ${{ env.ONEAPI_ROOT }} to ./build/bin"
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_sycl_blas.4.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_core.2.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/mkl/latest/bin/mkl_tbb_thread.2.dll" ./build/bin
+
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/pi_win_proxy_loader.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/pi_level_zero.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/sycl7.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/svml_dispmd.dll" ./build/bin
+          cp "${{ env.ONEAPI_ROOT }}/compiler/latest/bin/libmmd.dll" ./build/bin
+          echo "cp oneAPI running time dll files to ./build/bin done"
           7z a llama-${{ steps.tag.outputs.name }}-bin-win-sycl-x64.zip ./build/bin/*
 
       - name: Upload artifacts
@@ -941,6 +982,37 @@ jobs:
           path: llama-${{ steps.tag.outputs.name }}-bin-win-sycl-x64.zip
           name: llama-bin-win-sycl-x64.zip
 
+  windows-latest-cmake-hip:
+    runs-on: windows-latest
+
+    steps:
+      - name: Clone
+        id: checkout
+        uses: actions/checkout@v3
+
+      - name: Install
+        id: depends
+        run: |
+          $ErrorActionPreference = "Stop"
+          write-host "Downloading AMD HIP SDK Installer"
+          Invoke-WebRequest -Uri "https://download.amd.com/developer/eula/rocm-hub/AMD-Software-PRO-Edition-23.Q4-WinSvr2022-For-HIP.exe" -OutFile "${env:RUNNER_TEMP}\rocm-install.exe"
+          write-host "Installing AMD HIP SDK"
+          Start-Process "${env:RUNNER_TEMP}\rocm-install.exe" -ArgumentList '-install' -NoNewWindow -Wait
+          write-host "Completed AMD HIP SDK installation"
+
+      - name: Verify ROCm
+        id: verify
+        run: |
+          & 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' --version
+
+      - name: Build
+        id: cmake_build
+        run: |
+          $env:HIP_PATH=$(Resolve-Path 'C:\Program Files\AMD\ROCm\*\bin\clang.exe' | split-path | split-path)
+          $env:CMAKE_PREFIX_PATH="${env:HIP_PATH}"
+          cmake -G "Unix Makefiles" -B build -S . -DCMAKE_C_COMPILER="${env:HIP_PATH}\bin\clang.exe" -DCMAKE_CXX_COMPILER="${env:HIP_PATH}\bin\clang++.exe" -DLLAMA_HIPBLAS=ON
+          cmake --build build --config Release
+
   ios-xcode-build:
     runs-on: macos-latest
 
diff --git a/.github/workflows/labeler.yml b/.github/workflows/labeler.yml
new file mode 100644
index 000000000..368dbdbe5
--- /dev/null
+++ b/.github/workflows/labeler.yml
@@ -0,0 +1,17 @@
+name: "Pull Request Labeler"
+on:
+- pull_request_target
+
+jobs:
+  labeler:
+    permissions:
+      contents: read
+      pull-requests: write
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+      with:
+        repository: "ggerganov/llama.cpp"
+    - uses: actions/labeler@v5
+      with:
+        configuration-path: '.github/labeler.yml'
diff --git a/.github/workflows/server.yml b/.github/workflows/server.yml
index afac89c5b..0789efd18 100644
--- a/.github/workflows/server.yml
+++ b/.github/workflows/server.yml
@@ -32,10 +32,8 @@ jobs:
 
     strategy:
       matrix:
-        # TODO: temporary disabled due to linux kernel issues
-        #sanitizer: [ADDRESS, THREAD, UNDEFINED]
-        sanitizer: [UNDEFINED]
-        build_type: [Debug]
+        sanitizer: [ADDRESS, THREAD, UNDEFINED]
+        build_type: [RelWithDebInfo]
         include:
           - build_type: Release
             sanitizer: ""
@@ -102,10 +100,8 @@ jobs:
               -DLLAMA_SANITIZE_${{ matrix.sanitizer }}=ON ;
           cmake --build build --config ${{ matrix.build_type }} -j $(nproc) --target server
 
-
       - name: Tests
         id: server_integration_tests
-        if: ${{ !matrix.disabled_on_pr || !github.event.pull_request }}
         run: |
           cd examples/server/tests
           PORT=8888 ./tests.sh
diff --git a/.github/workflows/zig-build.yml b/.github/workflows/zig-build.yml
deleted file mode 100644
index 747c35cc0..000000000
--- a/.github/workflows/zig-build.yml
+++ /dev/null
@@ -1,29 +0,0 @@
-name: Zig CI
-
-on:
-  pull_request:
-  push:
-    branches:
-      - master
-
-concurrency:
-  group: ${{ github.workflow }}-${{ github.head_ref && github.ref || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  build:
-    strategy:
-      fail-fast: false
-      matrix:
-        runs-on: [ubuntu-latest, macos-latest, windows-latest]
-    runs-on: ${{ matrix.runs-on }}
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          submodules: recursive
-          fetch-depth: 0
-      - uses: goto-bus-stop/setup-zig@v2
-        with:
-          version: 0.11.0
-      - name: Build Summary
-        run: zig build --summary all -freference-trace
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 0e22ee230..60cf7bdc4 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,4 +1,4 @@
-cmake_minimum_required(VERSION 3.14)  # for add_link_options and implicit target directories.
+cmake_minimum_required(VERSION 3.14) # for add_link_options and implicit target directories.
 project("llama.cpp" C CXX)
 include(CheckIncludeFileCXX)
 
@@ -72,11 +72,13 @@ else()
     set(INS_ENB ON)
 endif()
 
+option(LLAMA_SVE                             "llama: enable SVE"                                OFF)
 option(LLAMA_AVX                             "llama: enable AVX"                                ${INS_ENB})
 option(LLAMA_AVX2                            "llama: enable AVX2"                               ${INS_ENB})
 option(LLAMA_AVX512                          "llama: enable AVX512"                             OFF)
 option(LLAMA_AVX512_VBMI                     "llama: enable AVX512-VBMI"                        OFF)
 option(LLAMA_AVX512_VNNI                     "llama: enable AVX512-VNNI"                        OFF)
+option(LLAMA_AVX512_BF16                     "llama: enable AVX512-BF16"                        OFF)
 option(LLAMA_FMA                             "llama: enable FMA"                                ${INS_ENB})
 # in MSVC F16C is implied with AVX2/AVX512
 if (NOT MSVC)
@@ -122,8 +124,7 @@ set(LLAMA_METAL_MACOSX_VERSION_MIN "" CACHE STRING
                                              "llama: metal minimum macOS version")
 set(LLAMA_METAL_STD "" CACHE STRING          "llama: metal standard version (-std flag)")
 option(LLAMA_KOMPUTE                         "llama: use Kompute"                               OFF)
-option(LLAMA_MPI                             "llama: use MPI"                                   OFF)
-option(LLAMA_QKK_64                          "llama: use super-block size of 64 for k-quants"   OFF)
+option(LLAMA_RPC                             "llama: use RPC"                                   OFF)
 option(LLAMA_SYCL                            "llama: use SYCL"                                  OFF)
 option(LLAMA_SYCL_F16                        "llama: use 16 bit floats for sycl calculations"   OFF)
 set(LLAMA_SYCL_TARGET   "INTEL" CACHE STRING "llama: sycl target device")
@@ -133,6 +134,8 @@ set(LLAMA_SCHED_MAX_COPIES  "4" CACHE STRING "llama: max input copies for pipeli
 option(LLAMA_BUILD_TESTS                     "llama: build tests"    ${LLAMA_STANDALONE})
 option(LLAMA_BUILD_EXAMPLES                  "llama: build examples" ${LLAMA_STANDALONE})
 option(LLAMA_BUILD_SERVER                    "llama: build server example"                      ON)
+option(LLAMA_LASX                            "llama: enable lasx"                               ON)
+option(LLAMA_LSX                             "llama: enable lsx"                                ON)
 
 # add perf arguments
 option(LLAMA_PERF                            "llama: enable perf"                               OFF)
@@ -296,7 +299,7 @@ if (LLAMA_BLAS)
     if (LLAMA_STATIC)
         set(BLA_STATIC ON)
     endif()
-    if ($(CMAKE_VERSION) VERSION_GREATER_EQUAL 3.22)
+    if (CMAKE_VERSION VERSION_GREATER_EQUAL 3.22)
         set(BLA_SIZEOF_INTEGER 8)
     endif()
 
@@ -381,10 +384,6 @@ if (LLAMA_LLAMAFILE)
     set(GGML_SOURCES_LLAMAFILE sgemm.cpp)
 endif()
 
-if (LLAMA_QKK_64)
-    add_compile_definitions(GGML_QKK_64)
-endif()
-
 if (LLAMA_CUBLAS)
     message(WARNING "LLAMA_CUBLAS is deprecated and will be removed in the future.\nUse LLAMA_CUDA instead")
     set(LLAMA_CUDA ON)
@@ -405,6 +404,7 @@ if (LLAMA_CUDA)
         list(APPEND GGML_SOURCES_CUDA "ggml-cuda.cu")
 
         add_compile_definitions(GGML_USE_CUDA)
+        add_compile_definitions(GGML_CUDA_USE_GRAPHS)
         if (LLAMA_CUDA_FORCE_DMMV)
             add_compile_definitions(GGML_CUDA_FORCE_DMMV)
         endif()
@@ -430,7 +430,7 @@ if (LLAMA_CUDA)
 
         if (LLAMA_STATIC)
             if (WIN32)
-                # As of 12.3.1 CUDA Tookit for Windows does not offer a static cublas library
+                # As of 12.3.1 CUDA Toolkit for Windows does not offer a static cublas library
                 set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas CUDA::cublasLt)
             else ()
                 set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} CUDA::cudart_static CUDA::cublas_static CUDA::cublasLt_static)
@@ -464,33 +464,15 @@ if (LLAMA_CUDA)
     endif()
 endif()
 
-if (LLAMA_MPI)
-    cmake_minimum_required(VERSION 3.10)
-    find_package(MPI)
-    if (MPI_C_FOUND)
-        message(STATUS "MPI found")
+if (LLAMA_RPC)
+    add_compile_definitions(GGML_USE_RPC)
 
-        set(GGML_HEADERS_MPI ggml-mpi.h)
-        set(GGML_SOURCES_MPI ggml-mpi.c)
-
-        add_compile_definitions(GGML_USE_MPI)
-        add_compile_definitions(${MPI_C_COMPILE_DEFINITIONS})
-
-        if (NOT MSVC)
-            add_compile_options(-Wno-cast-qual)
-        endif()
-
-        set(LLAMA_EXTRA_LIBS     ${LLAMA_EXTRA_LIBS}     ${MPI_C_LIBRARIES})
-        set(LLAMA_EXTRA_INCLUDES ${LLAMA_EXTRA_INCLUDES} ${MPI_C_INCLUDE_DIRS})
-
-        # Even if you're only using the C header, C++ programs may bring in MPI
-        # C++ functions, so more linkage is needed
-        if (MPI_CXX_FOUND)
-            set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS}     ${MPI_CXX_LIBRARIES})
-        endif()
-    else()
-        message(WARNING "MPI not found")
+    if (WIN32)
+        set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} ws2_32)
     endif()
+
+    set(GGML_HEADERS_RPC ggml-rpc.h)
+    set(GGML_SOURCES_RPC ggml-rpc.cpp)
 endif()
 
 if (LLAMA_CLBLAST)
@@ -519,6 +501,12 @@ if (LLAMA_VULKAN)
 
         add_compile_definitions(GGML_USE_VULKAN)
 
+        # Workaround to the "can't dereference invalidated vector iterator" bug in clang-cl debug build
+        # Posssibly relevant: https://stackoverflow.com/questions/74748276/visual-studio-no-displays-the-correct-length-of-stdvector
+        if (MSVC AND CMAKE_CXX_COMPILER_ID STREQUAL "Clang")
+            add_compile_definitions(_ITERATOR_DEBUG_LEVEL=0)
+        endif()
+
         if (LLAMA_VULKAN_CHECK_RESULTS)
             add_compile_definitions(GGML_VULKAN_CHECK_RESULTS)
         endif()
@@ -542,16 +530,37 @@ if (LLAMA_VULKAN)
 endif()
 
 if (LLAMA_HIPBLAS)
-    list(APPEND CMAKE_PREFIX_PATH /opt/rocm)
+    if ($ENV{ROCM_PATH})
+        set(ROCM_PATH $ENV{ROCM_PATH})
+    else()
+        set(ROCM_PATH /opt/rocm)
+    endif()
+    list(APPEND CMAKE_PREFIX_PATH ${ROCM_PATH})
 
-    if (NOT ${CMAKE_C_COMPILER_ID} MATCHES "Clang")
-        message(WARNING "Only LLVM is supported for HIP, hint: CC=/opt/rocm/llvm/bin/clang")
+    # CMake on Windows doesn't support the HIP language yet
+    if(WIN32)
+        set(CXX_IS_HIPCC TRUE)
+    else()
+        string(REGEX MATCH "hipcc(\.bat)?$" CXX_IS_HIPCC "${CMAKE_CXX_COMPILER}")
     endif()
 
-    if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
-        message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
-    endif()
+    if(CXX_IS_HIPCC)
+        if(LINUX)
+            if (NOT ${CMAKE_CXX_COMPILER_ID} MATCHES "Clang")
+                message(WARNING "Only LLVM is supported for HIP, hint: CXX=/opt/rocm/llvm/bin/clang++")
+            endif()
 
+            message(WARNING "Setting hipcc as the C++ compiler is legacy behavior."
+                    " Prefer setting the HIP compiler directly. See README for details.")
+        endif()
+    else()
+        # Forward AMDGPU_TARGETS to CMAKE_HIP_ARCHITECTURES.
+        if(AMDGPU_TARGETS AND NOT CMAKE_HIP_ARCHITECTURES)
+            set(CMAKE_HIP_ARCHITECTURES ${AMDGPU_TARGETS})
+        endif()
+        cmake_minimum_required(VERSION 3.21)
+        enable_language(HIP)
+    endif()
     find_package(hip     REQUIRED)
     find_package(hipblas REQUIRED)
     find_package(rocblas REQUIRED)
@@ -585,13 +594,18 @@ if (LLAMA_HIPBLAS)
     add_compile_definitions(GGML_CUDA_MMV_Y=${LLAMA_CUDA_MMV_Y})
     add_compile_definitions(K_QUANTS_PER_ITERATION=${LLAMA_CUDA_KQUANTS_ITER})
 
-    set_source_files_properties(${GGML_SOURCES_ROCM} PROPERTIES LANGUAGE CXX)
+    if (CXX_IS_HIPCC)
+        set_source_files_properties(${GGML_SOURCES_ROCM} PROPERTIES LANGUAGE CXX)
+        set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} hip::device)
+    else()
+        set_source_files_properties(${GGML_SOURCES_ROCM} PROPERTIES LANGUAGE HIP)
+    endif()
 
     if (LLAMA_STATIC)
         message(FATAL_ERROR "Static linking not supported for HIP/ROCm")
     endif()
 
-    set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} hip::device PUBLIC hip::host roc::rocblas roc::hipblas)
+    set(LLAMA_EXTRA_LIBS ${LLAMA_EXTRA_LIBS} PUBLIC hip::host roc::rocblas roc::hipblas)
 endif()
 
 if (LLAMA_SYCL)
@@ -614,6 +628,10 @@ if (LLAMA_SYCL)
         add_compile_definitions(GGML_SYCL_F16)
     endif()
 
+    if (LLAMA_CUDA_FORCE_MMQ)
+        add_compile_definitions(GGML_SYCL_FORCE_MMQ)
+    endif()
+
     add_compile_options(-I./) #include DPCT
     add_compile_options(-I/${SYCL_INCLUDE_DIR})
 
@@ -994,6 +1012,11 @@ if (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64" OR CMAKE_GENERATOR_PLATFORM_LWR STR
         if (GGML_COMPILER_SUPPORT_DOTPROD)
             add_compile_definitions(__ARM_FEATURE_DOTPROD)
         endif ()
+        check_cxx_source_compiles("#include <arm_neon.h>\nint main() { int8x16_t _a, _b; int32x4_t _s = vmlaq_f32(_s, _a, _b); return 0; }" GGML_COMPILER_SUPPORT_MATMUL_INT8)
+        if (GGML_COMPILER_SUPPORT_MATMUL_INT8)
+            add_compile_definitions(__ARM_FEATURE_MATMUL_INT8)
+        endif ()
+
         check_cxx_source_compiles("#include <arm_neon.h>\nint main() { float16_t _a; float16x8_t _s = vdupq_n_f16(_a); return 0; }" GGML_COMPILER_SUPPORT_FP16_VECTOR_ARITHMETIC)
         if (GGML_COMPILER_SUPPORT_FP16_VECTOR_ARITHMETIC)
             add_compile_definitions(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC)
@@ -1022,6 +1045,9 @@ if (CMAKE_OSX_ARCHITECTURES STREQUAL "arm64" OR CMAKE_GENERATOR_PLATFORM_LWR STR
             # Raspberry Pi 3, 4, Zero 2 (32-bit)
             list(APPEND ARCH_FLAGS -mno-unaligned-access)
         endif()
+        if (LLAMA_SVE)
+            list(APPEND ARCH_FLAGS -march=armv8.6-a+sve)
+        endif()
     endif()
 elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64" OR CMAKE_GENERATOR_PLATFORM_LWR MATCHES "^(x86_64|i686|amd64|x64|win32)$" OR
         (NOT CMAKE_OSX_ARCHITECTURES AND NOT CMAKE_GENERATOR_PLATFORM_LWR AND
@@ -1046,6 +1072,10 @@ elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64" OR CMAKE_GENERATOR_PLATFORM_LW
                 add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512VNNI__>)
                 add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512VNNI__>)
             endif()
+            if (LLAMA_AVX512_BF16)
+                add_compile_definitions($<$<COMPILE_LANGUAGE:C>:__AVX512BF16__>)
+                add_compile_definitions($<$<COMPILE_LANGUAGE:CXX>:__AVX512BF16__>)
+            endif()
         elseif (LLAMA_AVX2)
             list(APPEND ARCH_FLAGS /arch:AVX2)
         elseif (LLAMA_AVX)
@@ -1077,6 +1107,9 @@ elseif (CMAKE_OSX_ARCHITECTURES STREQUAL "x86_64" OR CMAKE_GENERATOR_PLATFORM_LW
         if (LLAMA_AVX512_VNNI)
             list(APPEND ARCH_FLAGS -mavx512vnni)
         endif()
+        if (LLAMA_AVX512_BF16)
+            list(APPEND ARCH_FLAGS -mavx512bf16)
+        endif()
     endif()
 elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
     message(STATUS "PowerPC detected")
@@ -1086,6 +1119,17 @@ elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "ppc64")
         list(APPEND ARCH_FLAGS -mcpu=native -mtune=native)
         #TODO: Add  targets for Power8/Power9 (Altivec/VSX) and Power10(MMA) and query for big endian systems (ppc64/le/be)
     endif()
+elseif (${CMAKE_SYSTEM_PROCESSOR} MATCHES "loongarch64")
+    message(STATUS "loongarch64 detected")
+
+    list(APPEND ARCH_FLAGS -march=loongarch64)
+    if (LLAMA_LASX)
+        list(APPEND ARCH_FLAGS -mlasx)
+    endif()
+    if (LLAMA_LSX)
+        list(APPEND ARCH_FLAGS -mlsx)
+    endif()
+
 else()
     message(STATUS "Unknown architecture")
 endif()
@@ -1174,7 +1218,7 @@ add_library(ggml OBJECT
             ${GGML_SOURCES_CUDA}      ${GGML_HEADERS_CUDA}
             ${GGML_SOURCES_OPENCL}    ${GGML_HEADERS_OPENCL}
             ${GGML_SOURCES_METAL}     ${GGML_HEADERS_METAL}
-            ${GGML_SOURCES_MPI}       ${GGML_HEADERS_MPI}
+            ${GGML_SOURCES_RPC}       ${GGML_HEADERS_RPC}
             ${GGML_SOURCES_EXTRA}     ${GGML_HEADERS_EXTRA}
             ${GGML_SOURCES_SYCL}      ${GGML_HEADERS_SYCL}
             ${GGML_SOURCES_KOMPUTE}   ${GGML_HEADERS_KOMPUTE}
@@ -1261,7 +1305,7 @@ install(FILES ${CMAKE_CURRENT_BINARY_DIR}/LlamaConfig.cmake
 
 set(GGML_PUBLIC_HEADERS "ggml.h" "ggml-alloc.h" "ggml-backend.h"
         "${GGML_HEADERS_CUDA}"  "${GGML_HEADERS_OPENCL}"
-        "${GGML_HEADERS_METAL}" "${GGML_HEADERS_MPI}" "${GGML_HEADERS_EXTRA}")
+        "${GGML_HEADERS_METAL}" "${GGML_HEADERS_EXTRA}")
 
 set_target_properties(ggml PROPERTIES PUBLIC_HEADER "${GGML_PUBLIC_HEADERS}")
 install(TARGETS ggml PUBLIC_HEADER)
@@ -1270,18 +1314,7 @@ set_target_properties(llama PROPERTIES PUBLIC_HEADER ${CMAKE_CURRENT_SOURCE_DIR}
 install(TARGETS llama LIBRARY PUBLIC_HEADER)
 
 install(
-    FILES convert.py
-    PERMISSIONS
-        OWNER_READ
-        OWNER_WRITE
-        OWNER_EXECUTE
-        GROUP_READ
-        GROUP_EXECUTE
-        WORLD_READ
-        WORLD_EXECUTE
-    DESTINATION ${CMAKE_INSTALL_BINDIR})
-install(
-    FILES convert-lora-to-ggml.py
+    FILES convert-hf-to-gguf.py
     PERMISSIONS
         OWNER_READ
         OWNER_WRITE
diff --git a/CMakePresets.json b/CMakePresets.json
new file mode 100644
index 000000000..e2b7a79e3
--- /dev/null
+++ b/CMakePresets.json
@@ -0,0 +1,49 @@
+{
+  "version": 4,
+  "configurePresets": [
+    {
+        "name":  "base",
+        "hidden": true,
+        "generator":   "Ninja",
+        "binaryDir":   "${sourceDir}/build-${presetName}",
+        "cacheVariables": {
+            "CMAKE_EXPORT_COMPILE_COMMANDS": "ON",
+            "CMAKE_INSTALL_RPATH": "$ORIGIN;$ORIGIN/.."
+        }
+    },
+
+    { "name": "debug",   "hidden": true, "cacheVariables": { "CMAKE_BUILD_TYPE": "Debug" } },
+    { "name": "release", "hidden": true, "cacheVariables": { "CMAKE_BUILD_TYPE": "RelWithDebInfo" } },
+    { "name": "static",  "hidden": true, "cacheVariables": { "LLAMA_STATIC": "ON" } },
+
+    {
+        "name": "arm64-windows-msvc", "hidden": true,
+        "architecture": { "value": "arm64",       "strategy": "external" },
+        "toolset":      { "value": "host=x86_64", "strategy": "external" },
+        "cacheVariables": {
+            "CMAKE_TOOLCHAIN_FILE": "${sourceDir}/cmake/arm64-windows-msvc.cmake"
+        }
+    },
+
+    {
+        "name": "arm64-windows-llvm", "hidden": true,
+        "architecture": { "value": "arm64",       "strategy": "external" },
+        "toolset":      { "value": "host=x86_64", "strategy": "external" },
+        "cacheVariables": {
+            "CMAKE_TOOLCHAIN_FILE": "${sourceDir}/cmake/arm64-windows-llvm.cmake"
+        }
+    },
+
+    { "name": "arm64-windows-llvm-debug"  , "inherits": [ "base", "arm64-windows-llvm",  "debug"   ] },
+    { "name": "arm64-windows-llvm-release", "inherits": [ "base", "arm64-windows-llvm",  "release" ] },
+    { "name": "arm64-windows-llvm+static-release", "inherits": [ "base", "arm64-windows-llvm",  "release", "static" ] },
+
+    { "name": "arm64-windows-msvc-debug"  , "inherits": [ "base", "arm64-windows-msvc",  "debug"   ] },
+    { "name": "arm64-windows-msvc-release", "inherits": [ "base", "arm64-windows-msvc",  "release" ] },
+    { "name": "arm64-windows-msvc+static-release", "inherits": [ "base", "arm64-windows-msvc",  "release", "static" ] },
+
+    { "name": "x64-windows-msvc-debug"  , "inherits": [ "base", "debug"   ] },
+    { "name": "x64-windows-msvc-release", "inherits": [ "base", "release" ] },
+    { "name": "x64-windows-msvc+static-release", "inherits": [ "base", "release", "static" ] }
+  ]
+}
diff --git a/Makefile b/Makefile
index c568dd008..5caf31cdf 100644
--- a/Makefile
+++ b/Makefile
@@ -379,15 +379,16 @@ ifneq ($(filter ppc64le%,$(UNAME_M)),)
 	CUDA_POWER_ARCH = 1
 endif
 
+ifneq ($(filter loongarch64%,$(UNAME_M)),)
+	MK_CFLAGS   += -mlasx
+	MK_CXXFLAGS += -mlasx
+endif
+
 else
 	MK_CFLAGS   += -march=rv64gcv -mabi=lp64d
 	MK_CXXFLAGS += -march=rv64gcv -mabi=lp64d
 endif
 
-ifdef LLAMA_QKK_64
-	MK_CPPFLAGS += -DGGML_QKK_64
-endif
-
 ifndef LLAMA_NO_ACCELERATE
 	# Mac OS - include Accelerate framework.
 	# `-framework Accelerate` works both with Apple Silicon and Mac Intel
@@ -399,13 +400,6 @@ ifndef LLAMA_NO_ACCELERATE
 	endif
 endif # LLAMA_NO_ACCELERATE
 
-ifdef LLAMA_MPI
-	MK_CPPFLAGS += -DGGML_USE_MPI
-	MK_CFLAGS   += -Wno-cast-qual
-	MK_CXXFLAGS += -Wno-cast-qual
-	OBJS        += ggml-mpi.o
-endif # LLAMA_MPI
-
 ifdef LLAMA_OPENBLAS
 	MK_CPPFLAGS += -DGGML_USE_OPENBLAS $(shell pkg-config --cflags-only-I openblas)
 	MK_CFLAGS   += $(shell pkg-config --cflags-only-other openblas)
@@ -433,7 +427,7 @@ ifdef LLAMA_CUDA
 	else
 		CUDA_PATH ?= /usr/local/cuda
 	endif
-	MK_CPPFLAGS  += -DGGML_USE_CUDA -I$(CUDA_PATH)/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include
+	MK_CPPFLAGS  += -DGGML_USE_CUDA -I$(CUDA_PATH)/include -I$(CUDA_PATH)/targets/$(UNAME_M)-linux/include -DGGML_CUDA_USE_GRAPHS
 	MK_LDFLAGS   += -lcuda -lcublas -lculibos -lcudart -lcublasLt -lpthread -ldl -lrt -L$(CUDA_PATH)/lib64 -L/usr/lib64 -L$(CUDA_PATH)/targets/$(UNAME_M)-linux/lib -L/usr/lib/wsl/lib
 	OBJS         += ggml-cuda.o
 	OBJS         += $(patsubst %.cu,%.o,$(wildcard ggml-cuda/*.cu))
@@ -447,6 +441,9 @@ endif # JETSON_EOL_MODULE_DETECT
 ifdef LLAMA_DEBUG
 	MK_NVCCFLAGS += -lineinfo
 endif # LLAMA_DEBUG
+ifdef LLAMA_CUDA_DEBUG
+	MK_NVCCFLAGS += --device-debug
+endif # LLAMA_CUDA_DEBUG
 ifdef LLAMA_CUDA_NVCC
 	NVCC = $(CCACHE) $(LLAMA_CUDA_NVCC)
 else
@@ -560,10 +557,10 @@ endif # LLAMA_VULKAN
 ifdef LLAMA_HIPBLAS
 	ifeq ($(wildcard /opt/rocm),)
 		ROCM_PATH	?= /usr
-		GPU_TARGETS ?= $(shell $(shell which amdgpu-arch))
+		AMDGPU_TARGETS ?= $(shell $(shell which amdgpu-arch))
 	else
 		ROCM_PATH	?= /opt/rocm
-		GPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
+		AMDGPU_TARGETS ?= $(shell $(ROCM_PATH)/llvm/bin/amdgpu-arch)
 	endif
 	HIPCC                   ?= $(CCACHE) $(ROCM_PATH)/bin/hipcc
 	LLAMA_CUDA_DMMV_X       ?= 32
@@ -575,7 +572,7 @@ ifdef LLAMA_HIP_UMA
 endif # LLAMA_HIP_UMA
 	MK_LDFLAGS  += -L$(ROCM_PATH)/lib -Wl,-rpath=$(ROCM_PATH)/lib
 	MK_LDFLAGS	+= -lhipblas -lamdhip64 -lrocblas
-	HIPFLAGS    += $(addprefix --offload-arch=,$(GPU_TARGETS))
+	HIPFLAGS    += $(addprefix --offload-arch=,$(AMDGPU_TARGETS))
 	HIPFLAGS    += -DGGML_CUDA_DMMV_X=$(LLAMA_CUDA_DMMV_X)
 	HIPFLAGS    += -DGGML_CUDA_MMV_Y=$(LLAMA_CUDA_MMV_Y)
 	HIPFLAGS    += -DK_QUANTS_PER_ITERATION=$(LLAMA_CUDA_KQUANTS_ITER)
@@ -629,11 +626,6 @@ ggml-metal-embed.o: ggml-metal.metal ggml-common.h
 endif
 endif # LLAMA_METAL
 
-ifdef LLAMA_MPI
-ggml-mpi.o: ggml-mpi.c ggml-mpi.h
-	$(CC) $(CFLAGS) -c $< -o $@
-endif # LLAMA_MPI
-
 ifndef LLAMA_NO_LLAMAFILE
 sgemm.o: sgemm.cpp sgemm.h ggml.h
 	$(CXX) $(CXXFLAGS) -c $< -o $@
diff --git a/README-sycl.md b/README-sycl.md
index cfa248a95..37f0306dc 100644
--- a/README-sycl.md
+++ b/README-sycl.md
@@ -54,10 +54,10 @@ It has the similar design of other llama.cpp BLAS-based paths such as *OpenBLAS,
 
 ## OS
 
-| OS      | Status  | Verified                           |
-|---------|---------|------------------------------------|
-| Linux   | Support | Ubuntu 22.04, Fedora Silverblue 39 |
-| Windows | Support | Windows 11                         |
+| OS      | Status  | Verified                                       |
+|---------|---------|------------------------------------------------|
+| Linux   | Support | Ubuntu 22.04, Fedora Silverblue 39, Arch Linux |
+| Windows | Support | Windows 11                                     |
 
 
 ## Hardware
@@ -70,7 +70,7 @@ It has the similar design of other llama.cpp BLAS-based paths such as *OpenBLAS,
 |-------------------------------|---------|---------------------------------------|
 | Intel Data Center Max Series  | Support | Max 1550, 1100                        |
 | Intel Data Center Flex Series | Support | Flex 170                              |
-| Intel Arc Series              | Support | Arc 770, 730M                         |
+| Intel Arc Series              | Support | Arc 770, 730M, Arc A750               |
 | Intel built-in Arc GPU        | Support | built-in Arc GPU in Meteor Lake       |
 | Intel iGPU                    | Support | iGPU in i5-1250P, i7-1260P, i7-1165G7 |
 
diff --git a/README.md b/README.md
index 156860470..d85a453be 100644
--- a/README.md
+++ b/README.md
@@ -3,6 +3,8 @@
 ![llama](https://user-images.githubusercontent.com/1991296/230134379-7181e485-c521-4d23-a0d6-f7b3b61ba524.png)
 
 [![License: MIT](https://img.shields.io/badge/license-MIT-blue.svg)](https://opensource.org/licenses/MIT)
+[![Server](https://github.com/ggerganov/llama.cpp/actions/workflows/server.yml/badge.svg?branch=master&event=schedule)](https://github.com/ggerganov/llama.cpp/actions/workflows/server.yml)
+[![Conan Center](https://shields.io/conan/v/llama-cpp)](https://conan.io/center/llama-cpp)
 
 [Roadmap](https://github.com/users/ggerganov/projects/7) / [Project status](https://github.com/ggerganov/llama.cpp/discussions/3471) / [Manifesto](https://github.com/ggerganov/llama.cpp/discussions/205) / [ggml](https://github.com/ggerganov/ggml)
 
@@ -107,7 +109,6 @@ Typically finetunes of the base models below are supported as well.
 - [X] [Aquila 1 & 2](https://huggingface.co/models?search=BAAI/Aquila)
 - [X] [Starcoder models](https://github.com/ggerganov/llama.cpp/pull/3187)
 - [X] [Refact](https://huggingface.co/smallcloudai/Refact-1_6B-fim)
-- [X] [Persimmon 8B](https://github.com/ggerganov/llama.cpp/pull/3410)
 - [X] [MPT](https://github.com/ggerganov/llama.cpp/pull/3417)
 - [X] [Bloom](https://github.com/ggerganov/llama.cpp/pull/3553)
 - [x] [Yi models](https://huggingface.co/models?search=01-ai/Yi)
@@ -128,6 +129,7 @@ Typically finetunes of the base models below are supported as well.
 - [x] [SEA-LION](https://huggingface.co/models?search=sea-lion)
 - [x] [GritLM-7B](https://huggingface.co/GritLM/GritLM-7B) + [GritLM-8x7B](https://huggingface.co/GritLM/GritLM-8x7B)
 - [x] [OLMo](https://allenai.org/olmo)
+- [x] [GPT-NeoX](https://github.com/EleutherAI/gpt-neox) + [Pythia](https://github.com/EleutherAI/pythia)
 
 (instructions for supporting more models: [HOWTO-add-model.md](./docs/HOWTO-add-model.md))
 
@@ -140,6 +142,8 @@ Typically finetunes of the base models below are supported as well.
 - [x] [MobileVLM 1.7B/3B models](https://huggingface.co/models?search=mobileVLM)
 - [x] [Yi-VL](https://huggingface.co/models?search=Yi-VL)
 - [x] [Mini CPM](https://huggingface.co/models?search=MiniCPM)
+- [x] [Moondream](https://huggingface.co/vikhyatk/moondream2)
+- [x] [Bunny](https://github.com/BAAI-DCAI/Bunny)
 
 **HTTP server**
 
@@ -175,6 +179,7 @@ Unless otherwise noted these projects are open-source with permissive licensing:
 - [nat/openplayground](https://github.com/nat/openplayground)
 - [Faraday](https://faraday.dev/) (proprietary)
 - [LMStudio](https://lmstudio.ai/) (proprietary)
+- [Layla](https://play.google.com/store/apps/details?id=com.laylalite) (proprietary)
 - [LocalAI](https://github.com/mudler/LocalAI) (MIT)
 - [LostRuins/koboldcpp](https://github.com/LostRuins/koboldcpp) (AGPL)
 - [Mozilla-Ocho/llamafile](https://github.com/Mozilla-Ocho/llamafile)
@@ -200,6 +205,10 @@ Unless otherwise noted these projects are open-source with permissive licensing:
 
 *(to have a project listed here, it should clearly state that it depends on `llama.cpp`)*
 
+**Tools:**
+
+- [akx/ggify](https://github.com/akx/ggify) – download PyTorch models from HuggingFace Hub and convert them to GGML
+
 ---
 
 Here is a typical run using LLaMA v2 13B on M2 Ultra:
@@ -299,7 +308,7 @@ cd llama.cpp
 
 ### Build
 
-In order to build llama.cpp you have three different options.
+In order to build llama.cpp you have four different options.
 
 - Using `make`:
   - On Linux or MacOS:
@@ -308,8 +317,6 @@ In order to build llama.cpp you have three different options.
       make
       ```
 
-      **Note**: for `Debug` builds, run `make LLAMA_DEBUG=1`
-
   - On Windows:
 
     1. Download the latest fortran version of [w64devkit](https://github.com/skeeto/w64devkit/releases).
@@ -321,23 +328,32 @@ In order to build llama.cpp you have three different options.
         make
         ```
 
+  - Notes:
+    - For faster compilation, add the `-j` argument to run multiple jobs in parallel. For example, `make -j 8` will run 8 jobs in parallel.
+    - For faster repeated compilation, install [ccache](https://ccache.dev/).
+    - For debug builds, run `make LLAMA_DEBUG=1`
+
 - Using `CMake`:
 
-    ```bash
-    cmake -B build
-    cmake --build build --config Release
-    ```
+  ```bash
+  cmake -B build
+  cmake --build build --config Release
+  ```
 
-    **Note**: for `Debug` builds, there are two cases:
+  **Notes**:
 
-    - Single-config generators (e.g. default = `Unix Makefiles`; note that they just ignore the `--config` flag):
+    - For faster compilation, add the `-j` argument to run multiple jobs in parallel. For example, `cmake --build build --config Release -j 8` will run 8 jobs in parallel.
+    - For faster repeated compilation, install [ccache](https://ccache.dev/).
+    - For debug builds, there are two cases:
+
+      1. Single-config generators (e.g. default = `Unix Makefiles`; note that they just ignore the `--config` flag):
 
       ```bash
       cmake -B build -DCMAKE_BUILD_TYPE=Debug
       cmake --build build
       ```
 
-    - Multi-config generators (`-G` param set to Visual Studio, XCode...):
+      2. Multi-config generators (`-G` param set to Visual Studio, XCode...):
 
       ```bash
       cmake -B build -G "Xcode"
@@ -372,6 +388,14 @@ In order to build llama.cpp you have three different options.
     CLBLAST support for use OpenCL GPU acceleration in FreeBSD. Please read
     the instructions for use and activate this options in this document below.
 
+### Homebrew
+
+On Mac and Linux, the homebrew package manager can be used via 
+```
+brew install llama.cpp
+```
+The formula is automatically updated with new `llama.cpp` releases.
+
 ### Metal Build
 
 On MacOS, Metal is enabled by default. Using Metal makes the computation run on the GPU.
@@ -380,45 +404,6 @@ To disable the Metal build at compile time use the `LLAMA_NO_METAL=1` flag or th
 When built with Metal support, you can explicitly disable GPU inference with the `--n-gpu-layers|-ngl 0` command-line
 argument.
 
-### MPI Build
-
-MPI lets you distribute the computation over a cluster of machines. Because of the serial nature of LLM prediction, this won't yield any end-to-end speed-ups, but it will let you run larger models than would otherwise fit into RAM on a single machine.
-
-First you will need MPI libraries installed on your system. The two most popular (only?) options are [MPICH](https://www.mpich.org) and [OpenMPI](https://www.open-mpi.org). Either can be installed with a package manager (`apt`, Homebrew, MacPorts, etc).
-
-Next you will need to build the project with `LLAMA_MPI` set to true on all machines; if you're building with `make`, you will also need to specify an MPI-capable compiler (when building with CMake, this is configured automatically):
-
-- Using `make`:
-
-  ```bash
-  make CC=mpicc CXX=mpicxx LLAMA_MPI=1
-  ```
-
-- Using `CMake`:
-
-  ```bash
-  cmake -S . -B build -DLLAMA_MPI=ON
-  ```
-
-Once the programs are built, download/convert the weights on all of the machines in your cluster. The paths to the weights and programs should be identical on all machines.
-
-Next, ensure password-less SSH access to each machine from the primary host, and create a `hostfile` with a list of the hostnames and their relative "weights" (slots). If you want to use localhost for computation, use its local subnet IP address rather than the loopback address or "localhost".
-
-Here is an example hostfile:
-
-```
-192.168.0.1:2
-malvolio.local:1
-```
-
-The above will distribute the computation across 2 processes on the first host and 1 process on the second host. Each process will use roughly an equal amount of RAM. Try to keep these numbers small, as inter-process (intra-host) communication is expensive.
-
-Finally, you're ready to run a computation using `mpirun`:
-
-```bash
-mpirun -hostfile hostfile -n 3 ./main -m ./models/7B/ggml-model-q4_0.gguf -n 128
-```
-
 ### BLAS Build
 
 Building the program with BLAS support may lead to some performance improvements in prompt processing using batch sizes higher than 32 (the default is 512). Support with CPU-only BLAS implementations doesn't affect the normal generation performance. We may see generation performance improvements with GPU-involved BLAS implementations, e.g. cuBLAS, hipBLAS and CLBlast. There are currently several different BLAS implementations available for build and use:
@@ -509,7 +494,8 @@ Building the program with BLAS support may lead to some performance improvements
   |--------------------------------|------------------------|---------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
   | LLAMA_CUDA_FORCE_DMMV          | Boolean                | false   | Force the use of dequantization + matrix vector multiplication kernels instead of using kernels that do matrix vector multiplication on quantized data. By default the decision is made based on compute capability (MMVQ for 6.1/Pascal/GTX 1000 or higher). Does not affect k-quants. |
   | LLAMA_CUDA_DMMV_X              | Positive integer >= 32 | 32      | Number of values in x direction processed by the CUDA dequantization + matrix vector multiplication kernel per iteration. Increasing this value can improve performance on fast GPUs. Power of 2 heavily recommended. Does not affect k-quants.                                         |
-  | LLAMA_CUDA_MMV_Y               | Positive integer       | 1       | Block size in y direction for the CUDA mul mat vec kernels. Increasing this value can improve performance on fast GPUs. Power of 2 recommended.                                                                                                                                         |
+  | LLAMA_CUDA_MMV_Y               | Positive integer       | 1       | Block size in y direction for the CUDA mul mat vec kernels. Increasing this value can improve performance on fast GPUs. Power of 2 recommended.                                               |
+  | LLAMA_CUDA_FORCE_MMQ           | Boolean                | false   | Force the use of dequantization + matrix multiplication kernels instead of leveraging Math libraries. |                                                                                                                                         |
   | LLAMA_CUDA_F16                 | Boolean                | false   | If enabled, use half-precision floating point arithmetic for the CUDA dequantization + mul mat vec kernels and for the q4_1 and q5_1 matrix matrix multiplication kernels. Can improve performance on relatively recent GPUs.                                                           |
   | LLAMA_CUDA_KQUANTS_ITER        | 1 or 2                 | 2       | Number of values processed per iteration and per CUDA thread for Q2_K and Q6_K quantization formats. Setting this value to 1 can improve performance for slow GPUs.                                                                                                                     |
   | LLAMA_CUDA_PEER_MAX_BATCH_SIZE | Positive integer       | 128     | Maximum batch size for which to enable peer access between multiple GPUs. Peer access requires either Linux or NVLink. When using NVLink enabling peer access for larger batch sizes is potentially beneficial.                                                                         |
@@ -526,13 +512,28 @@ Building the program with BLAS support may lead to some performance improvements
     ```
   - Using `CMake` for Linux (assuming a gfx1030-compatible AMD GPU):
     ```bash
-    CC=/opt/rocm/llvm/bin/clang CXX=/opt/rocm/llvm/bin/clang++ \
-        cmake -B build -DLLAMA_HIPBLAS=ON -DAMDGPU_TARGETS=gfx1030 -DCMAKE_BUILD_TYPE=Release \
+    HIPCXX="$(hipconfig -l)/clang" HIP_PATH="$(hipconfig -R)" \
+        cmake -S . -B build -DLLAMA_HIPBLAS=ON -DAMDGPU_TARGETS=gfx1030 -DCMAKE_BUILD_TYPE=Release \
         && cmake --build build --config Release -- -j 16
     ```
-    On Linux it is also possible to use unified memory architecture (UMA) to share main memory between the CPU and integrated GPU by setting `-DLLAMA_HIP_UMA=ON"`.
+    On Linux it is also possible to use unified memory architecture (UMA) to share main memory between the CPU and integrated GPU by setting `-DLLAMA_HIP_UMA=ON`.
     However, this hurts performance for non-integrated GPUs (but enables working with integrated GPUs).
 
+    Note that if you get the following error:
+    ```
+    clang: error: cannot find ROCm device library; provide its path via '--rocm-path' or '--rocm-device-lib-path', or pass '-nogpulib' to build without ROCm device library
+    ```
+    Try searching for a directory under `HIP_PATH` that contains the file
+    `oclc_abi_version_400.bc`. Then, add the following to the start of the
+    command: `HIP_DEVICE_LIB_PATH=<directory-you-just-found>`, so something
+    like:
+    ```bash
+    HIPCXX="$(hipconfig -l)/clang" HIP_PATH="$(hipconfig -p)" \
+    HIP_DEVICE_LIB_PATH=<directory-you-just-found> \
+        cmake -S . -B build -DLLAMA_HIPBLAS=ON -DAMDGPU_TARGETS=gfx1030 -DCMAKE_BUILD_TYPE=Release \
+        && cmake --build build -- -j 16
+    ```
+
   - Using `make` (example for target gfx1030, build with 16 CPU threads):
     ```bash
     make -j16 LLAMA_HIPBLAS=1 LLAMA_HIP_UMA=1 AMDGPU_TARGETS=gfx1030
@@ -541,10 +542,8 @@ Building the program with BLAS support may lead to some performance improvements
   - Using `CMake` for Windows (using x64 Native Tools Command Prompt for VS, and assuming a gfx1100-compatible AMD GPU):
     ```bash
     set PATH=%HIP_PATH%\bin;%PATH%
-    mkdir build
-    cd build
-    cmake -G Ninja -DAMDGPU_TARGETS=gfx1100 -DLLAMA_HIPBLAS=ON -DCMAKE_C_COMPILER=clang -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_BUILD_TYPE=Release ..
-    cmake --build .
+    cmake -S . -B build -G Ninja -DAMDGPU_TARGETS=gfx1100 -DLLAMA_HIPBLAS=ON -DCMAKE_C_COMPILER=clang -DCMAKE_CXX_COMPILER=clang++ -DCMAKE_BUILD_TYPE=Release
+    cmake --build build
     ```
     Make sure that `AMDGPU_TARGETS` is set to the GPU arch you want to compile for. The above example uses `gfx1100` that corresponds to Radeon RX 7900XTX/XT/GRE. You can find a list of targets [here](https://llvm.org/docs/AMDGPUUsage.html#processors)
     Find your gpu version string by matching the most significant version information from `rocminfo | grep gfx | head -1 | awk '{print $2}'` with the list of processors, e.g. `gfx1035` maps to `gfx1030`.
@@ -710,9 +709,13 @@ Building the program with BLAS support may lead to some performance improvements
 
 ### Prepare and Quantize
 
+> [!NOTE]
+> You can use the [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space on Hugging Face to quantise your model weights without any setup too. It is synced from `llama.cpp` main every 6 hours.
+
 To obtain the official LLaMA 2 weights please see the <a href="#obtaining-and-using-the-facebook-llama-2-model">Obtaining and using the Facebook LLaMA 2 model</a> section. There is also a large selection of pre-quantized `gguf` models available on Hugging Face.
 
-Note: `convert.py` does not support LLaMA 3, you can use `convert-hf-to-gguf.py` with LLaMA 3 downloaded from Hugging Face.
+Note: `convert.py` has been moved to `examples/convert-legacy-llama.py` and shouldn't be used for anything other than `Llama/Llama2/Mistral` models and their derievatives.
+It does not support LLaMA 3, you can use `convert-hf-to-gguf.py` with LLaMA 3 downloaded from Hugging Face.
 
 ```bash
 # obtain the official LLaMA model weights and place them in ./models
@@ -729,10 +732,10 @@ ls ./models
 python3 -m pip install -r requirements.txt
 
 # convert the model to ggml FP16 format
-python3 convert.py models/mymodel/
+python3 convert-hf-to-gguf.py models/mymodel/
 
 # [Optional] for models using BPE tokenizers
-python convert.py models/mymodel/ --vocab-type bpe
+python convert-hf-to-gguf.py models/mymodel/ --vocab-type bpe
 
 # quantize the model to 4-bits (using Q4_K_M method)
 ./quantize ./models/mymodel/ggml-model-f16.gguf ./models/mymodel/ggml-model-Q4_K_M.gguf Q4_K_M
diff --git a/build.zig b/build.zig
deleted file mode 100644
index 96783574f..000000000
--- a/build.zig
+++ /dev/null
@@ -1,172 +0,0 @@
-// Compatible with Zig Version 0.11.0
-const std = @import("std");
-const ArrayList = std.ArrayList;
-const Compile = std.Build.Step.Compile;
-const ConfigHeader = std.Build.Step.ConfigHeader;
-const Mode = std.builtin.Mode;
-const CrossTarget = std.zig.CrossTarget;
-
-const Maker = struct {
-    builder: *std.build.Builder,
-    target: CrossTarget,
-    optimize: Mode,
-    enable_lto: bool,
-
-    include_dirs: ArrayList([]const u8),
-    cflags: ArrayList([]const u8),
-    cxxflags: ArrayList([]const u8),
-    objs: ArrayList(*Compile),
-
-    fn addInclude(m: *Maker, dir: []const u8) !void {
-        try m.include_dirs.append(dir);
-    }
-    fn addProjectInclude(m: *Maker, path: []const []const u8) !void {
-        try m.addInclude(try m.builder.build_root.join(m.builder.allocator, path));
-    }
-    fn addCFlag(m: *Maker, flag: []const u8) !void {
-        try m.cflags.append(flag);
-    }
-    fn addCxxFlag(m: *Maker, flag: []const u8) !void {
-        try m.cxxflags.append(flag);
-    }
-    fn addFlag(m: *Maker, flag: []const u8) !void {
-        try m.addCFlag(flag);
-        try m.addCxxFlag(flag);
-    }
-
-    fn init(builder: *std.build.Builder) !Maker {
-        const target = builder.standardTargetOptions(.{});
-        const zig_version = @import("builtin").zig_version_string;
-        const commit_hash = try std.ChildProcess.exec(
-            .{ .allocator = builder.allocator, .argv = &.{ "git", "rev-parse", "HEAD" } },
-        );
-        try std.fs.cwd().writeFile("common/build-info.cpp", builder.fmt(
-            \\int LLAMA_BUILD_NUMBER = {};
-            \\char const *LLAMA_COMMIT = "{s}";
-            \\char const *LLAMA_COMPILER = "Zig {s}";
-            \\char const *LLAMA_BUILD_TARGET = "{s}";
-            \\
-        , .{ 0, commit_hash.stdout[0 .. commit_hash.stdout.len - 1], zig_version, try target.allocDescription(builder.allocator) }));
-        var m = Maker{
-            .builder = builder,
-            .target = target,
-            .optimize = builder.standardOptimizeOption(.{}),
-            .enable_lto = false,
-            .include_dirs = ArrayList([]const u8).init(builder.allocator),
-            .cflags = ArrayList([]const u8).init(builder.allocator),
-            .cxxflags = ArrayList([]const u8).init(builder.allocator),
-            .objs = ArrayList(*Compile).init(builder.allocator),
-        };
-
-        try m.addCFlag("-std=c11");
-        try m.addCxxFlag("-std=c++11");
-        try m.addProjectInclude(&.{});
-        try m.addProjectInclude(&.{"common"});
-        return m;
-    }
-
-    fn obj(m: *const Maker, name: []const u8, src: []const u8) *Compile {
-        const o = m.builder.addObject(.{ .name = name, .target = m.target, .optimize = m.optimize });
-        if (o.target.getAbi() != .msvc)
-            o.defineCMacro("_GNU_SOURCE", null);
-
-        if (std.mem.endsWith(u8, src, ".c")) {
-            o.addCSourceFiles(&.{src}, m.cflags.items);
-            o.linkLibC();
-        } else {
-            o.addCSourceFiles(&.{src}, m.cxxflags.items);
-            if (o.target.getAbi() == .msvc) {
-                o.linkLibC(); // need winsdk + crt
-            } else {
-                // linkLibCpp already add (libc++ + libunwind + libc)
-                o.linkLibCpp();
-            }
-        }
-        for (m.include_dirs.items) |i| o.addIncludePath(.{ .path = i });
-        o.want_lto = m.enable_lto;
-        return o;
-    }
-
-    fn exe(m: *const Maker, name: []const u8, src: []const u8, deps: []const *Compile) *Compile {
-        const e = m.builder.addExecutable(.{ .name = name, .target = m.target, .optimize = m.optimize });
-        e.addCSourceFiles(&.{src}, m.cxxflags.items);
-        for (deps) |d| e.addObject(d);
-        for (m.objs.items) |o| e.addObject(o);
-        for (m.include_dirs.items) |i| e.addIncludePath(.{ .path = i });
-
-        // https://github.com/ziglang/zig/issues/15448
-        if (e.target.getAbi() == .msvc) {
-            e.linkLibC(); // need winsdk + crt
-        } else {
-            // linkLibCpp already add (libc++ + libunwind + libc)
-            e.linkLibCpp();
-        }
-        m.builder.installArtifact(e);
-        e.want_lto = m.enable_lto;
-        return e;
-    }
-};
-
-pub fn build(b: *std.build.Builder) !void {
-    var make = try Maker.init(b);
-    make.enable_lto = b.option(bool, "lto", "Enable LTO optimization, (default: false)") orelse false;
-
-    const ggml = make.obj("ggml", "ggml.c");
-    const sgemm = make.obj("sgemm", "sgemm.cpp");
-    const ggml_alloc = make.obj("ggml-alloc", "ggml-alloc.c");
-    const ggml_backend = make.obj("ggml-backend", "ggml-backend.c");
-    const ggml_quants = make.obj("ggml-quants", "ggml-quants.c");
-    const unicode = make.obj("unicode", "unicode.cpp");
-    const unicode_data = make.obj("unicode-data", "unicode-data.cpp");
-    const llama = make.obj("llama", "llama.cpp");
-    const buildinfo = make.obj("common", "common/build-info.cpp");
-    const common = make.obj("common", "common/common.cpp");
-    const console = make.obj("console", "common/console.cpp");
-    const sampling = make.obj("sampling", "common/sampling.cpp");
-    const grammar_parser = make.obj("grammar-parser", "common/grammar-parser.cpp");
-    const json_schema_to_grammar = make.obj("json-schema-to-grammar", "common/json-schema-to-grammar.cpp");
-    const train = make.obj("train", "common/train.cpp");
-    const clip = make.obj("clip", "examples/llava/clip.cpp");
-    const llava = make.obj("llava", "examples/llava/llava.cpp");
-
-    _ = make.exe("main", "examples/main/main.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo, sampling, console, grammar_parser });
-    _ = make.exe("quantize", "examples/quantize/quantize.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo });
-    _ = make.exe("perplexity", "examples/perplexity/perplexity.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo });
-    _ = make.exe("embedding", "examples/embedding/embedding.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo });
-    _ = make.exe("finetune", "examples/finetune/finetune.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo, train });
-    _ = make.exe("train-text-from-scratch", "examples/train-text-from-scratch/train-text-from-scratch.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo, train });
-
-    const server = make.exe("server", "examples/server/server.cpp", &.{ ggml, sgemm, ggml_alloc, ggml_backend, ggml_quants, llama, unicode, unicode_data, common, json_schema_to_grammar, buildinfo, sampling, grammar_parser, clip, llava });
-    if (server.target.isWindows()) {
-        server.linkSystemLibrary("ws2_32");
-    }
-
-    const server_assets = [_][]const u8{ "index.html", "index.js", "completion.js", "json-schema-to-grammar.mjs" };
-    for (server_assets) |asset| {
-        const input_path = b.fmt("examples/server/public/{s}", .{asset});
-        const output_path = b.fmt("examples/server/{s}.hpp", .{asset});
-
-        // Portable equivalent of `b.addSystemCommand(&.{ "xxd", "-n", asset, "-i", input_path, output_path }) })`:
-
-        const input = try std.fs.cwd().readFileAlloc(b.allocator, input_path, std.math.maxInt(usize));
-        defer b.allocator.free(input);
-
-        var buf = std.ArrayList(u8).init(b.allocator);
-        defer buf.deinit();
-
-        for (input) |byte| {
-            try std.fmt.format(buf.writer(), "0x{X:0>2}, ", .{byte});
-        }
-
-        var name = try std.mem.replaceOwned(u8, b.allocator, asset, "-", "_");
-        defer b.allocator.free(name);
-        std.mem.replaceScalar(u8, name, '.', '_');
-
-        try std.fs.cwd().writeFile(output_path, b.fmt(
-            "unsigned char {s}[] = {{{s}}};\nunsigned int {s}_len = {d};\n",
-            .{ name, buf.items, name, input.len },
-        ));
-
-        std.debug.print("Dumped hex of \"{s}\" ({s}) to {s}\n", .{ input_path, name, output_path });
-    }
-}
diff --git a/ci/run.sh b/ci/run.sh
index e67c1a5ff..3fc5f48b2 100755
--- a/ci/run.sh
+++ b/ci/run.sh
@@ -202,12 +202,15 @@ function gg_sum_test_scripts_release {
 }
 
 function gg_get_model {
-    local gguf_3b="$MNT/models/open-llama/3B-v2/ggml-model-f16.gguf"
-    local gguf_7b="$MNT/models/open-llama/7B-v2/ggml-model-f16.gguf"
-    if [[ -s $gguf_3b ]]; then
-        echo -n "$gguf_3b"
-    elif [[ -s $gguf_7b ]]; then
-        echo -n "$gguf_7b"
+    local gguf_0="$MNT/models/pythia/1.4B/ggml-model-f16.gguf"
+    local gguf_1="$MNT/models/pythia/2.8B/ggml-model-f16.gguf"
+    local gguf_2="$MNT/models/open-llama/7B-v2/ggml-model-f16.gguf"
+    if [[ -s $gguf_0 ]]; then
+        echo -n "$gguf_0"
+    elif [[ -s $gguf_1 ]]; then
+        echo -n "$gguf_1"
+    elif [[ -s $gguf_2 ]]; then
+        echo -n "$gguf_2"
     else
         echo >&2 "No model found. Can't run gg_run_ctest_with_model."
         exit 1
@@ -256,186 +259,6 @@ function gg_sum_ctest_with_model_release {
     gg_printf '```\n'
 }
 
-# open_llama_3b_v2
-
-function gg_run_open_llama_3b_v2 {
-    cd ${SRC}
-
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/raw/main/config.json
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/resolve/main/tokenizer.model
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/raw/main/tokenizer_config.json
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/raw/main/special_tokens_map.json
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/resolve/main/pytorch_model.bin
-    gg_wget models-mnt/open-llama/3B-v2/ https://huggingface.co/openlm-research/open_llama_3b_v2/raw/main/generation_config.json
-
-    gg_wget models-mnt/wikitext/ https://huggingface.co/datasets/ggml-org/ci/resolve/main/wikitext-2-raw-v1.zip
-    unzip -o models-mnt/wikitext/wikitext-2-raw-v1.zip -d models-mnt/wikitext/
-    head -n 60 models-mnt/wikitext/wikitext-2-raw/wiki.test.raw > models-mnt/wikitext/wikitext-2-raw/wiki.test-60.raw
-
-    path_models="../models-mnt/open-llama/3B-v2"
-    path_wiki="../models-mnt/wikitext/wikitext-2-raw"
-
-    rm -rf build-ci-release && mkdir build-ci-release && cd build-ci-release
-
-    set -e
-
-    (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} -DLLAMA_QKK_64=1 .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
-    (time make -j                                                             ) 2>&1 | tee -a $OUT/${ci}-make.log
-
-    python3 ../convert.py ${path_models}
-
-    model_f16="${path_models}/ggml-model-f16.gguf"
-    model_q8_0="${path_models}/ggml-model-q8_0.gguf"
-    model_q4_0="${path_models}/ggml-model-q4_0.gguf"
-    model_q4_1="${path_models}/ggml-model-q4_1.gguf"
-    model_q5_0="${path_models}/ggml-model-q5_0.gguf"
-    model_q5_1="${path_models}/ggml-model-q5_1.gguf"
-    model_q2_k="${path_models}/ggml-model-q2_k.gguf"
-    model_q3_k="${path_models}/ggml-model-q3_k.gguf"
-    model_q4_k="${path_models}/ggml-model-q4_k.gguf"
-    model_q5_k="${path_models}/ggml-model-q5_k.gguf"
-    model_q6_k="${path_models}/ggml-model-q6_k.gguf"
-
-    wiki_test_60="${path_wiki}/wiki.test-60.raw"
-
-    ./bin/quantize ${model_f16} ${model_q8_0} q8_0
-    ./bin/quantize ${model_f16} ${model_q4_0} q4_0
-    ./bin/quantize ${model_f16} ${model_q4_1} q4_1
-    ./bin/quantize ${model_f16} ${model_q5_0} q5_0
-    ./bin/quantize ${model_f16} ${model_q5_1} q5_1
-    ./bin/quantize ${model_f16} ${model_q2_k} q2_k
-    ./bin/quantize ${model_f16} ${model_q3_k} q3_k
-    ./bin/quantize ${model_f16} ${model_q4_k} q4_k
-    ./bin/quantize ${model_f16} ${model_q5_k} q5_k
-    ./bin/quantize ${model_f16} ${model_q6_k} q6_k
-
-    (time ./bin/main --model ${model_f16}  -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
-    (time ./bin/main --model ${model_q8_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
-    (time ./bin/main --model ${model_q4_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
-    (time ./bin/main --model ${model_q4_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
-    (time ./bin/main --model ${model_q5_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
-    (time ./bin/main --model ${model_q5_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
-    (time ./bin/main --model ${model_q2_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
-    (time ./bin/main --model ${model_q3_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
-    (time ./bin/main --model ${model_q4_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
-    (time ./bin/main --model ${model_q5_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
-    (time ./bin/main --model ${model_q6_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
-
-    (time ./bin/perplexity --model ${model_f16}  -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
-    (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
-    (time ./bin/perplexity --model ${model_q4_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
-    (time ./bin/perplexity --model ${model_q4_1} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
-    (time ./bin/perplexity --model ${model_q5_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
-    (time ./bin/perplexity --model ${model_q5_1} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
-    (time ./bin/perplexity --model ${model_q2_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
-    (time ./bin/perplexity --model ${model_q3_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
-    (time ./bin/perplexity --model ${model_q4_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
-    (time ./bin/perplexity --model ${model_q5_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
-    (time ./bin/perplexity --model ${model_q6_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
-
-    (time ./bin/imatrix --model ${model_f16} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-imatrix.log
-
-    (time ./bin/save-load-state     --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
-    (time ./bin/save-load-state -fa --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
-
-    function check_ppl {
-        qnt="$1"
-        ppl=$(echo "$2" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
-
-        if [ $(echo "$ppl > 20.0" | bc) -eq 1 ]; then
-            printf '  - %s @ %s (FAIL: ppl > 20.0)\n' "$qnt" "$ppl"
-            return 20
-        fi
-
-        printf '  - %s @ %s OK\n' "$qnt" "$ppl"
-        return 0
-    }
-
-    check_ppl "f16"  "$(cat $OUT/${ci}-tg-f16.log  | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q8_0" "$(cat $OUT/${ci}-tg-q8_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q4_0" "$(cat $OUT/${ci}-tg-q4_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q4_1" "$(cat $OUT/${ci}-tg-q4_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q5_0" "$(cat $OUT/${ci}-tg-q5_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q5_1" "$(cat $OUT/${ci}-tg-q5_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q2_k" "$(cat $OUT/${ci}-tg-q2_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q3_k" "$(cat $OUT/${ci}-tg-q3_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q4_k" "$(cat $OUT/${ci}-tg-q4_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q5_k" "$(cat $OUT/${ci}-tg-q5_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-    check_ppl "q6_k" "$(cat $OUT/${ci}-tg-q6_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
-
-    cat $OUT/${ci}-imatrix.log | grep "Final" >> $OUT/${ci}-imatrix-sum.log
-
-    # lora
-    function compare_ppl {
-        qnt="$1"
-        ppl1=$(echo "$2" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
-        ppl2=$(echo "$3" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
-
-        if [ $(echo "$ppl1 < $ppl2" | bc) -eq 1 ]; then
-            printf '  - %s @ %s (FAIL: %s > %s)\n' "$qnt" "$ppl" "$ppl1" "$ppl2"
-            return 20
-        fi
-
-        printf '  - %s @ %s %s OK\n' "$qnt" "$ppl1" "$ppl2"
-        return 0
-    }
-
-    path_lora="../models-mnt/open-llama/3B-v2/lora"
-    path_shakespeare="../models-mnt/shakespeare"
-
-    shakespeare="${path_shakespeare}/shakespeare.txt"
-    lora_shakespeare="${path_lora}/ggml-adapter-model.bin"
-
-    gg_wget ${path_lora} https://huggingface.co/slaren/open_llama_3b_v2_shakespeare_lora/resolve/main/adapter_config.json
-    gg_wget ${path_lora} https://huggingface.co/slaren/open_llama_3b_v2_shakespeare_lora/resolve/main/adapter_model.bin
-    gg_wget ${path_shakespeare} https://huggingface.co/slaren/open_llama_3b_v2_shakespeare_lora/resolve/main/shakespeare.txt
-
-    python3 ../convert-lora-to-ggml.py ${path_lora}
-
-    # f16
-    (time ./bin/perplexity --model ${model_f16} -f ${shakespeare}                            -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-f16.log
-    (time ./bin/perplexity --model ${model_f16} -f ${shakespeare} --lora ${lora_shakespeare} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-f16.log
-    compare_ppl "f16 shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-f16.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-f16.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
-    # q8_0
-    (time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare}                            -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-q8_0.log
-    (time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare} --lora ${lora_shakespeare} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-q8_0.log
-    compare_ppl "q8_0 shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
-    # q8_0 + f16 lora-base
-    (time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare} --lora ${lora_shakespeare} --lora-base ${model_f16} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log
-    compare_ppl "q8_0 / f16 base shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
-    set +e
-}
-
-function gg_sum_open_llama_3b_v2 {
-    gg_printf '### %s\n\n' "${ci}"
-
-    gg_printf 'OpenLLaMA 3B-v2:\n'
-    gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)"
-    gg_printf '- perplexity:\n%s\n' "$(cat $OUT/${ci}-ppl.log)"
-    gg_printf '- imatrix:\n```\n%s\n```\n' "$(cat $OUT/${ci}-imatrix-sum.log)"
-    gg_printf '- lora:\n%s\n' "$(cat $OUT/${ci}-lora-ppl.log)"
-    gg_printf '- f16: \n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-f16.log)"
-    gg_printf '- q8_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q8_0.log)"
-    gg_printf '- q4_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_0.log)"
-    gg_printf '- q4_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_1.log)"
-    gg_printf '- q5_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_0.log)"
-    gg_printf '- q5_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_1.log)"
-    gg_printf '- q2_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q2_k.log)"
-    gg_printf '- q3_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q3_k.log)"
-    gg_printf '- q4_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_k.log)"
-    gg_printf '- q5_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_k.log)"
-    gg_printf '- q6_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q6_k.log)"
-    gg_printf '- save-load-state: \n```\n%s\n```\n' "$(cat $OUT/${ci}-save-load-state.log)"
-    gg_printf '- shakespeare (f16):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-f16.log)"
-    gg_printf '- shakespeare (f16 lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-f16.log)"
-    gg_printf '- shakespeare (q8_0):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log)"
-    gg_printf '- shakespeare (q8_0 lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0.log)"
-    gg_printf '- shakespeare (q8_0 / f16 base lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log)"
-}
-
 # open_llama_7b_v2
 # requires: GG_BUILD_CUDA
 
@@ -464,7 +287,7 @@ function gg_run_open_llama_7b_v2 {
     (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} -DLLAMA_CUDA=1 .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
     (time make -j                                                           ) 2>&1 | tee -a $OUT/${ci}-make.log
 
-    python3 ../convert.py ${path_models}
+    python3 ../examples/convert-legacy-llama.py ${path_models} --outfile ${path_models}/ggml-model-f16.gguf
 
     model_f16="${path_models}/ggml-model-f16.gguf"
     model_q8_0="${path_models}/ggml-model-q8_0.gguf"
@@ -549,48 +372,6 @@ function gg_run_open_llama_7b_v2 {
 
     cat $OUT/${ci}-imatrix.log | grep "Final" >> $OUT/${ci}-imatrix-sum.log
 
-    # lora
-    function compare_ppl {
-        qnt="$1"
-        ppl1=$(echo "$2" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
-        ppl2=$(echo "$3" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
-
-        if [ $(echo "$ppl1 < $ppl2" | bc) -eq 1 ]; then
-            printf '  - %s @ %s (FAIL: %s > %s)\n' "$qnt" "$ppl" "$ppl1" "$ppl2"
-            return 20
-        fi
-
-        printf '  - %s @ %s %s OK\n' "$qnt" "$ppl1" "$ppl2"
-        return 0
-    }
-
-    path_lora="../models-mnt/open-llama/7B-v2/lora"
-    path_shakespeare="../models-mnt/shakespeare"
-
-    shakespeare="${path_shakespeare}/shakespeare.txt"
-    lora_shakespeare="${path_lora}/ggml-adapter-model.bin"
-
-    gg_wget ${path_lora} https://huggingface.co/slaren/open_llama_7b_v2_shakespeare_lora/resolve/main/adapter_config.json
-    gg_wget ${path_lora} https://huggingface.co/slaren/open_llama_7b_v2_shakespeare_lora/resolve/main/adapter_model.bin
-    gg_wget ${path_shakespeare} https://huggingface.co/slaren/open_llama_7b_v2_shakespeare_lora/resolve/main/shakespeare.txt
-
-    python3 ../convert-lora-to-ggml.py ${path_lora}
-
-    # f16
-    (time ./bin/perplexity --model ${model_f16} -f ${shakespeare}                            -t 1 -ngl 999 -c 2048 -b 512 --chunks 3 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-f16.log
-    (time ./bin/perplexity --model ${model_f16} -f ${shakespeare} --lora ${lora_shakespeare} -t 1 -ngl 999 -c 2048 -b 512 --chunks 3 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-f16.log
-    compare_ppl "f16 shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-f16.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-f16.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
-    # currently not supported by the CUDA backend
-    # q8_0
-    #(time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare}                            -t 1 -ngl 999 -c 2048 -b 512 --chunks 3 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-q8_0.log
-    #(time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare} --lora ${lora_shakespeare} -t 1 -ngl 999 -c 2048 -b 512 --chunks 3 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-q8_0.log
-    #compare_ppl "q8_0 shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
-    # q8_0 + f16 lora-base
-    #(time ./bin/perplexity --model ${model_q8_0} -f ${shakespeare} --lora ${lora_shakespeare} --lora-base ${model_f16} -t 1 -ngl 999 -c 2048 -b 512 --chunks 3 ) 2>&1 | tee -a $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log
-    #compare_ppl "q8_0 / f16 shakespeare" "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log | grep "^\[1\]")" "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log | grep "^\[1\]")" | tee -a $OUT/${ci}-lora-ppl.log
-
     set +e
 }
 
@@ -601,7 +382,6 @@ function gg_sum_open_llama_7b_v2 {
     gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)"
     gg_printf '- perplexity:\n%s\n' "$(cat $OUT/${ci}-ppl.log)"
     gg_printf '- imatrix:\n```\n%s\n```\n' "$(cat $OUT/${ci}-imatrix-sum.log)"
-    gg_printf '- lora:\n%s\n' "$(cat $OUT/${ci}-lora-ppl.log)"
     gg_printf '- f16: \n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-f16.log)"
     gg_printf '- q8_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q8_0.log)"
     gg_printf '- q4_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_0.log)"
@@ -614,11 +394,272 @@ function gg_sum_open_llama_7b_v2 {
     gg_printf '- q5_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_k.log)"
     gg_printf '- q6_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q6_k.log)"
     gg_printf '- save-load-state: \n```\n%s\n```\n' "$(cat $OUT/${ci}-save-load-state.log)"
-    gg_printf '- shakespeare (f16):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-f16.log)"
-    gg_printf '- shakespeare (f16 lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-f16.log)"
-    #gg_printf '- shakespeare (q8_0):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-q8_0.log)"
-    #gg_printf '- shakespeare (q8_0 lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0.log)"
-    #gg_printf '- shakespeare (q8_0 / f16 base lora):\n```\n%s\n```\n' "$(cat $OUT/${ci}-ppl-shakespeare-lora-q8_0-f16.log)"
+}
+
+# pythia_1.4b
+
+function gg_run_pythia_1_4b {
+    cd ${SRC}
+
+    gg_wget models-mnt/pythia/1.4B/ https://huggingface.co/EleutherAI/pythia-1.4b/raw/main/config.json
+    gg_wget models-mnt/pythia/1.4B/ https://huggingface.co/EleutherAI/pythia-1.4b/raw/main/tokenizer.json
+    gg_wget models-mnt/pythia/1.4B/ https://huggingface.co/EleutherAI/pythia-1.4b/raw/main/tokenizer_config.json
+    gg_wget models-mnt/pythia/1.4B/ https://huggingface.co/EleutherAI/pythia-1.4b/raw/main/special_tokens_map.json
+    gg_wget models-mnt/pythia/1.4B/ https://huggingface.co/EleutherAI/pythia-1.4b/resolve/main/pytorch_model.bin
+
+    gg_wget models-mnt/wikitext/ https://huggingface.co/datasets/ggml-org/ci/resolve/main/wikitext-2-raw-v1.zip
+    unzip -o models-mnt/wikitext/wikitext-2-raw-v1.zip -d models-mnt/wikitext/
+    head -n 60 models-mnt/wikitext/wikitext-2-raw/wiki.test.raw > models-mnt/wikitext/wikitext-2-raw/wiki.test-60.raw
+
+    path_models="../models-mnt/pythia/1.4B"
+    path_wiki="../models-mnt/wikitext/wikitext-2-raw"
+
+    rm -rf build-ci-release && mkdir build-ci-release && cd build-ci-release
+
+    set -e
+
+    (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
+    (time make -j                                            ) 2>&1 | tee -a $OUT/${ci}-make.log
+
+    python3 ../convert-hf-to-gguf.py ${path_models} --outfile ${path_models}/ggml-model-f16.gguf
+
+    model_f16="${path_models}/ggml-model-f16.gguf"
+    model_q8_0="${path_models}/ggml-model-q8_0.gguf"
+    model_q4_0="${path_models}/ggml-model-q4_0.gguf"
+    model_q4_1="${path_models}/ggml-model-q4_1.gguf"
+    model_q5_0="${path_models}/ggml-model-q5_0.gguf"
+    model_q5_1="${path_models}/ggml-model-q5_1.gguf"
+    model_q2_k="${path_models}/ggml-model-q2_k.gguf"
+    model_q3_k="${path_models}/ggml-model-q3_k.gguf"
+    model_q4_k="${path_models}/ggml-model-q4_k.gguf"
+    model_q5_k="${path_models}/ggml-model-q5_k.gguf"
+    model_q6_k="${path_models}/ggml-model-q6_k.gguf"
+
+    wiki_test_60="${path_wiki}/wiki.test-60.raw"
+
+    ./bin/quantize ${model_f16} ${model_q8_0} q8_0
+    ./bin/quantize ${model_f16} ${model_q4_0} q4_0
+    ./bin/quantize ${model_f16} ${model_q4_1} q4_1
+    ./bin/quantize ${model_f16} ${model_q5_0} q5_0
+    ./bin/quantize ${model_f16} ${model_q5_1} q5_1
+    ./bin/quantize ${model_f16} ${model_q2_k} q2_k
+    ./bin/quantize ${model_f16} ${model_q3_k} q3_k
+    ./bin/quantize ${model_f16} ${model_q4_k} q4_k
+    ./bin/quantize ${model_f16} ${model_q5_k} q5_k
+    ./bin/quantize ${model_f16} ${model_q6_k} q6_k
+
+    (time ./bin/main --model ${model_f16}  -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
+    (time ./bin/main --model ${model_q8_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
+    (time ./bin/main --model ${model_q4_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
+    (time ./bin/main --model ${model_q4_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
+    (time ./bin/main --model ${model_q5_0} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
+    (time ./bin/main --model ${model_q5_1} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
+    (time ./bin/main --model ${model_q2_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
+    (time ./bin/main --model ${model_q3_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
+    (time ./bin/main --model ${model_q4_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
+    (time ./bin/main --model ${model_q5_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
+    (time ./bin/main --model ${model_q6_k} -s 1234 -n 64 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
+
+    (time ./bin/perplexity --model ${model_f16}  -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
+    (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
+    (time ./bin/perplexity --model ${model_q4_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
+    (time ./bin/perplexity --model ${model_q4_1} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
+    (time ./bin/perplexity --model ${model_q5_0} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
+    (time ./bin/perplexity --model ${model_q5_1} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
+    (time ./bin/perplexity --model ${model_q2_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
+    (time ./bin/perplexity --model ${model_q3_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
+    (time ./bin/perplexity --model ${model_q4_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
+    (time ./bin/perplexity --model ${model_q5_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
+    (time ./bin/perplexity --model ${model_q6_k} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
+
+    (time ./bin/imatrix --model ${model_f16} -f ${wiki_test_60} -c 128 -b 128 --chunks 1 ) 2>&1 | tee -a $OUT/${ci}-imatrix.log
+
+    (time ./bin/save-load-state     --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+    (time ./bin/save-load-state -fa --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+
+    function check_ppl {
+        qnt="$1"
+        ppl=$(echo "$2" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
+
+        if [ $(echo "$ppl > 20.0" | bc) -eq 1 ]; then
+            printf '  - %s @ %s (FAIL: ppl > 20.0)\n' "$qnt" "$ppl"
+            return 20
+        fi
+
+        printf '  - %s @ %s OK\n' "$qnt" "$ppl"
+        return 0
+    }
+
+    check_ppl "f16"  "$(cat $OUT/${ci}-tg-f16.log  | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q8_0" "$(cat $OUT/${ci}-tg-q8_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_0" "$(cat $OUT/${ci}-tg-q4_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_1" "$(cat $OUT/${ci}-tg-q4_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_0" "$(cat $OUT/${ci}-tg-q5_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_1" "$(cat $OUT/${ci}-tg-q5_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+   #check_ppl "q2_k" "$(cat $OUT/${ci}-tg-q2_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log # note: ppl > 20.0 for this quant and model
+    check_ppl "q3_k" "$(cat $OUT/${ci}-tg-q3_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_k" "$(cat $OUT/${ci}-tg-q4_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_k" "$(cat $OUT/${ci}-tg-q5_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q6_k" "$(cat $OUT/${ci}-tg-q6_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+
+    cat $OUT/${ci}-imatrix.log | grep "Final" >> $OUT/${ci}-imatrix-sum.log
+
+    set +e
+}
+
+function gg_sum_pythia_1_4b {
+    gg_printf '### %s\n\n' "${ci}"
+
+    gg_printf 'Pythia 1.4B:\n'
+    gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)"
+    gg_printf '- perplexity:\n%s\n' "$(cat $OUT/${ci}-ppl.log)"
+    gg_printf '- imatrix:\n```\n%s\n```\n' "$(cat $OUT/${ci}-imatrix-sum.log)"
+    gg_printf '- f16: \n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-f16.log)"
+    gg_printf '- q8_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q8_0.log)"
+    gg_printf '- q4_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_0.log)"
+    gg_printf '- q4_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_1.log)"
+    gg_printf '- q5_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_0.log)"
+    gg_printf '- q5_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_1.log)"
+    gg_printf '- q2_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q2_k.log)"
+    gg_printf '- q3_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q3_k.log)"
+    gg_printf '- q4_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_k.log)"
+    gg_printf '- q5_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_k.log)"
+    gg_printf '- q6_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q6_k.log)"
+    gg_printf '- save-load-state: \n```\n%s\n```\n' "$(cat $OUT/${ci}-save-load-state.log)"
+}
+
+# pythia_2_8b
+# requires: GG_BUILD_CUDA
+
+function gg_run_pythia_2_8b {
+    cd ${SRC}
+
+    gg_wget models-mnt/pythia/2.8B/ https://huggingface.co/EleutherAI/pythia-2.8b/raw/main/config.json
+    gg_wget models-mnt/pythia/2.8B/ https://huggingface.co/EleutherAI/pythia-2.8b/raw/main/tokenizer.json
+    gg_wget models-mnt/pythia/2.8B/ https://huggingface.co/EleutherAI/pythia-2.8b/raw/main/tokenizer_config.json
+    gg_wget models-mnt/pythia/2.8B/ https://huggingface.co/EleutherAI/pythia-2.8b/raw/main/special_tokens_map.json
+    gg_wget models-mnt/pythia/2.8B/ https://huggingface.co/EleutherAI/pythia-2.8b/resolve/main/pytorch_model.bin
+
+    gg_wget models-mnt/wikitext/ https://huggingface.co/datasets/ggml-org/ci/resolve/main/wikitext-2-raw-v1.zip
+    unzip -o models-mnt/wikitext/wikitext-2-raw-v1.zip -d models-mnt/wikitext/
+
+    path_models="../models-mnt/pythia/2.8B"
+    path_wiki="../models-mnt/wikitext/wikitext-2-raw"
+
+    rm -rf build-ci-release && mkdir build-ci-release && cd build-ci-release
+
+    set -e
+
+    (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} -DLLAMA_CUDA=1 .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
+    (time make -j                                                           ) 2>&1 | tee -a $OUT/${ci}-make.log
+
+    python3 ../convert-hf-to-gguf.py ${path_models} --outfile ${path_models}/ggml-model-f16.gguf
+
+    model_f16="${path_models}/ggml-model-f16.gguf"
+    model_q8_0="${path_models}/ggml-model-q8_0.gguf"
+    model_q4_0="${path_models}/ggml-model-q4_0.gguf"
+    model_q4_1="${path_models}/ggml-model-q4_1.gguf"
+    model_q5_0="${path_models}/ggml-model-q5_0.gguf"
+    model_q5_1="${path_models}/ggml-model-q5_1.gguf"
+    model_q2_k="${path_models}/ggml-model-q2_k.gguf"
+    model_q3_k="${path_models}/ggml-model-q3_k.gguf"
+    model_q4_k="${path_models}/ggml-model-q4_k.gguf"
+    model_q5_k="${path_models}/ggml-model-q5_k.gguf"
+    model_q6_k="${path_models}/ggml-model-q6_k.gguf"
+
+    wiki_test="${path_wiki}/wiki.test.raw"
+
+    ./bin/quantize ${model_f16} ${model_q8_0} q8_0
+    ./bin/quantize ${model_f16} ${model_q4_0} q4_0
+    ./bin/quantize ${model_f16} ${model_q4_1} q4_1
+    ./bin/quantize ${model_f16} ${model_q5_0} q5_0
+    ./bin/quantize ${model_f16} ${model_q5_1} q5_1
+    ./bin/quantize ${model_f16} ${model_q2_k} q2_k
+    ./bin/quantize ${model_f16} ${model_q3_k} q3_k
+    ./bin/quantize ${model_f16} ${model_q4_k} q4_k
+    ./bin/quantize ${model_f16} ${model_q5_k} q5_k
+    ./bin/quantize ${model_f16} ${model_q6_k} q6_k
+
+    (time ./bin/main --model ${model_f16}  -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
+    (time ./bin/main --model ${model_q8_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
+    (time ./bin/main --model ${model_q4_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
+    (time ./bin/main --model ${model_q4_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
+    (time ./bin/main --model ${model_q5_0} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
+    (time ./bin/main --model ${model_q5_1} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
+    (time ./bin/main --model ${model_q2_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
+    (time ./bin/main --model ${model_q3_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
+    (time ./bin/main --model ${model_q4_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
+    (time ./bin/main --model ${model_q5_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
+    (time ./bin/main --model ${model_q6_k} -t 1 -ngl 999 -s 1234 -n 256 --ignore-eos -p "I believe the meaning of life is" ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
+
+    (time ./bin/perplexity --model ${model_f16}  -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-f16.log
+    (time ./bin/perplexity --model ${model_q8_0} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q8_0.log
+    (time ./bin/perplexity --model ${model_q4_0} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_0.log
+    (time ./bin/perplexity --model ${model_q4_1} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_1.log
+    (time ./bin/perplexity --model ${model_q5_0} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_0.log
+    (time ./bin/perplexity --model ${model_q5_1} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_1.log
+    (time ./bin/perplexity --model ${model_q2_k} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q2_k.log
+    (time ./bin/perplexity --model ${model_q3_k} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q3_k.log
+    (time ./bin/perplexity --model ${model_q4_k} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q4_k.log
+    (time ./bin/perplexity --model ${model_q5_k} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q5_k.log
+    (time ./bin/perplexity --model ${model_q6_k} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-tg-q6_k.log
+
+    (time ./bin/imatrix --model ${model_f16} -f ${wiki_test} -t 1 -ngl 999 -c 2048 -b 512 --chunks 4 ) 2>&1 | tee -a $OUT/${ci}-imatrix.log
+
+    (time ./bin/save-load-state     -ngl 10 --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+    (time ./bin/save-load-state -fa -ngl 10 --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+    (time ./bin/save-load-state     -ngl 99 --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+    (time ./bin/save-load-state -fa -ngl 99 --model ${model_q4_0} ) 2>&1 | tee -a $OUT/${ci}-save-load-state.log
+
+    function check_ppl {
+        qnt="$1"
+        ppl=$(echo "$2" | grep -oE "[0-9]+\.[0-9]+" | tail -n 1)
+
+        if [ $(echo "$ppl > 20.0" | bc) -eq 1 ]; then
+            printf '  - %s @ %s (FAIL: ppl > 20.0)\n' "$qnt" "$ppl"
+            return 20
+        fi
+
+        printf '  - %s @ %s OK\n' "$qnt" "$ppl"
+        return 0
+    }
+
+    check_ppl "f16"  "$(cat $OUT/${ci}-tg-f16.log  | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q8_0" "$(cat $OUT/${ci}-tg-q8_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_0" "$(cat $OUT/${ci}-tg-q4_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_1" "$(cat $OUT/${ci}-tg-q4_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_0" "$(cat $OUT/${ci}-tg-q5_0.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_1" "$(cat $OUT/${ci}-tg-q5_1.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+   #check_ppl "q2_k" "$(cat $OUT/${ci}-tg-q2_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log # note: ppl > 20.0 for this quant and model
+    check_ppl "q3_k" "$(cat $OUT/${ci}-tg-q3_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q4_k" "$(cat $OUT/${ci}-tg-q4_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q5_k" "$(cat $OUT/${ci}-tg-q5_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+    check_ppl "q6_k" "$(cat $OUT/${ci}-tg-q6_k.log | grep "^\[1\]")" | tee -a $OUT/${ci}-ppl.log
+
+    cat $OUT/${ci}-imatrix.log | grep "Final" >> $OUT/${ci}-imatrix-sum.log
+
+    set +e
+}
+
+function gg_sum_pythia_2_8b {
+    gg_printf '### %s\n\n' "${ci}"
+
+    gg_printf 'Pythia 2.8B:\n'
+    gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)"
+    gg_printf '- perplexity:\n%s\n' "$(cat $OUT/${ci}-ppl.log)"
+    gg_printf '- imatrix:\n```\n%s\n```\n' "$(cat $OUT/${ci}-imatrix-sum.log)"
+    gg_printf '- f16: \n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-f16.log)"
+    gg_printf '- q8_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q8_0.log)"
+    gg_printf '- q4_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_0.log)"
+    gg_printf '- q4_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_1.log)"
+    gg_printf '- q5_0:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_0.log)"
+    gg_printf '- q5_1:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_1.log)"
+    gg_printf '- q2_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q2_k.log)"
+    gg_printf '- q3_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q3_k.log)"
+    gg_printf '- q4_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q4_k.log)"
+    gg_printf '- q5_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q5_k.log)"
+    gg_printf '- q6_k:\n```\n%s\n```\n' "$(cat $OUT/${ci}-tg-q6_k.log)"
+    gg_printf '- save-load-state: \n```\n%s\n```\n' "$(cat $OUT/${ci}-save-load-state.log)"
 }
 
 # bge-small
@@ -647,7 +688,7 @@ function gg_run_embd_bge_small {
     (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log
     (time make -j                                            ) 2>&1 | tee -a $OUT/${ci}-make.log
 
-    python3 ../convert-hf-to-gguf.py ${path_models}
+    python3 ../convert-hf-to-gguf.py ${path_models} --outfile ${path_models}/ggml-model-f16.gguf
 
     model_f16="${path_models}/ggml-model-f16.gguf"
     model_q8_0="${path_models}/ggml-model-q8_0.gguf"
@@ -701,9 +742,10 @@ if [ -z ${GG_BUILD_LOW_PERF} ]; then
 
     if [ -z ${GG_BUILD_VRAM_GB} ] || [ ${GG_BUILD_VRAM_GB} -ge 8 ]; then
         if [ -z ${GG_BUILD_CUDA} ]; then
-            test $ret -eq 0 && gg_run open_llama_3b_v2
+            test $ret -eq 0 && gg_run pythia_1_4b
         else
-            test $ret -eq 0 && gg_run open_llama_7b_v2
+            test $ret -eq 0 && gg_run pythia_2_8b
+            #test $ret -eq 0 && gg_run open_llama_7b_v2
         fi
         test $ret -eq 0 && gg_run ctest_with_model_debug
         test $ret -eq 0 && gg_run ctest_with_model_release
diff --git a/cmake/arm64-windows-llvm.cmake b/cmake/arm64-windows-llvm.cmake
new file mode 100644
index 000000000..46fba6514
--- /dev/null
+++ b/cmake/arm64-windows-llvm.cmake
@@ -0,0 +1,16 @@
+set( CMAKE_SYSTEM_NAME Windows )
+set( CMAKE_SYSTEM_PROCESSOR arm64 )
+
+set( target arm64-pc-windows-msvc )
+
+set( CMAKE_C_COMPILER    clang )
+set( CMAKE_CXX_COMPILER  clang++ )
+
+set( CMAKE_C_COMPILER_TARGET   ${target} )
+set( CMAKE_CXX_COMPILER_TARGET ${target} )
+
+set( arch_c_flags "-march=armv8.7-a -fvectorize -ffp-model=fast" )
+set( warn_c_flags "-Wno-format -Wno-unused-variable -Wno-unused-function -Wno-gnu-zero-variadic-macro-arguments" )
+
+set( CMAKE_C_FLAGS_INIT   "${arch_c_flags} ${warn_c_flags}" )
+set( CMAKE_CXX_FLAGS_INIT "${arch_c_flags} ${warn_c_flags}" )
diff --git a/cmake/arm64-windows-msvc.cmake b/cmake/arm64-windows-msvc.cmake
new file mode 100644
index 000000000..c77631420
--- /dev/null
+++ b/cmake/arm64-windows-msvc.cmake
@@ -0,0 +1,6 @@
+set( CMAKE_SYSTEM_NAME Windows )
+set( CMAKE_SYSTEM_PROCESSOR arm64 )
+
+set( target arm64-pc-windows-msvc )
+set( CMAKE_C_COMPILER_TARGET   ${target} )
+set( CMAKE_CXX_COMPILER_TARGET ${target} )
diff --git a/common/common.cpp b/common/common.cpp
index 0535508ba..65103c3c2 100644
--- a/common/common.cpp
+++ b/common/common.cpp
@@ -73,7 +73,11 @@
 
 using json = nlohmann::ordered_json;
 
-int32_t get_num_physical_cores() {
+//
+// CPU utils
+//
+
+int32_t cpu_get_num_physical_cores() {
 #ifdef __linux__
     // enumerate the set of thread siblings, num entries is num cores
     std::unordered_set<std::string> siblings;
@@ -142,9 +146,9 @@ static bool is_running_on_efficiency_core(void) {
     return core_type == intel_atom;
 }
 
-static int count_math_cpus(int cpu_count) {
+static int cpu_count_math_cpus(int n_cpu) {
     int result = 0;
-    for (int cpu = 0; cpu < cpu_count; ++cpu) {
+    for (int cpu = 0; cpu < n_cpu; ++cpu) {
         if (pin_cpu(cpu)) {
             return -1;
         }
@@ -162,16 +166,16 @@ static int count_math_cpus(int cpu_count) {
 /**
  * Returns number of CPUs on system that are useful for math.
  */
-int get_math_cpu_count() {
+int32_t cpu_get_num_math() {
 #if defined(__x86_64__) && defined(__linux__) && !defined(__ANDROID__)
-    int cpu_count = sysconf(_SC_NPROCESSORS_ONLN);
-    if (cpu_count < 1) {
-        return get_num_physical_cores();
+    int n_cpu = sysconf(_SC_NPROCESSORS_ONLN);
+    if (n_cpu < 1) {
+        return cpu_get_num_physical_cores();
     }
     if (is_hybrid_cpu()) {
         cpu_set_t affinity;
         if (!pthread_getaffinity_np(pthread_self(), sizeof(affinity), &affinity)) {
-            int result = count_math_cpus(cpu_count);
+            int result = cpu_count_math_cpus(n_cpu);
             pthread_setaffinity_np(pthread_self(), sizeof(affinity), &affinity);
             if (result > 0) {
                 return result;
@@ -179,108 +183,103 @@ int get_math_cpu_count() {
         }
     }
 #endif
-    return get_num_physical_cores();
+    return cpu_get_num_physical_cores();
 }
 
-void process_escapes(std::string & input) {
-    std::size_t input_len = input.length();
-    std::size_t output_idx = 0;
+//
+// CLI argument parsing
+//
 
-    for (std::size_t input_idx = 0; input_idx < input_len; ++input_idx) {
-        if (input[input_idx] == '\\' && input_idx + 1 < input_len) {
-            switch (input[++input_idx]) {
-                case 'n':  input[output_idx++] = '\n'; break;
-                case 'r':  input[output_idx++] = '\r'; break;
-                case 't':  input[output_idx++] = '\t'; break;
-                case '\'': input[output_idx++] = '\''; break;
-                case '\"': input[output_idx++] = '\"'; break;
-                case '\\': input[output_idx++] = '\\'; break;
-                case 'x':
-                    // Handle \x12, etc
-                    if (input_idx + 2 < input_len) {
-                        const char x[3] = { input[input_idx + 1], input[input_idx + 2], 0 };
-                        char *err_p = nullptr;
-                        const long val = std::strtol(x, &err_p, 16);
-                        if (err_p == x + 2) {
-                            input_idx += 2;
-                            input[output_idx++] = char(val);
-                            break;
-                        }
-                    }
-                    // fall through
-                default:   input[output_idx++] = '\\';
-                           input[output_idx++] = input[input_idx]; break;
+void gpt_params_handle_model_default(gpt_params & params) {
+    if (!params.hf_repo.empty()) {
+        // short-hand to avoid specifying --hf-file -> default it to --model
+        if (params.hf_file.empty()) {
+            if (params.model.empty()) {
+                throw std::invalid_argument("error: --hf-repo requires either --hf-file or --model\n");
             }
-        } else {
-            input[output_idx++] = input[input_idx];
+            params.hf_file = params.model;
+        } else if (params.model.empty()) {
+            std::string cache_directory = fs_get_cache_directory();
+            const bool success = fs_create_directory_with_parents(cache_directory);
+            if (!success) {
+                throw std::runtime_error("failed to create cache directory: " + cache_directory);
+            }
+            params.model = cache_directory + string_split(params.hf_file, '/').back();
+        }
+    } else if (!params.model_url.empty()) {
+        if (params.model.empty()) {
+            auto f = string_split(params.model_url, '#').front();
+            f = string_split(f, '?').front();
+            f = string_split(f, '/').back();
+            params.model =  "models/" + f;
+        }
+    } else if (params.model.empty()) {
+        params.model = DEFAULT_MODEL_PATH;
+    }
+}
+
+bool gpt_params_parse_ex(int argc, char ** argv, gpt_params & params) {
+    bool invalid_param = false;
+    std::string arg;
+    const std::string arg_prefix = "--";
+    llama_sampling_params & sparams = params.sparams;
+
+    for (int i = 1; i < argc; i++) {
+        arg = argv[i];
+        if (arg.compare(0, arg_prefix.size(), arg_prefix) == 0) {
+            std::replace(arg.begin(), arg.end(), '_', '-');
+        }
+        if (!gpt_params_find_arg(argc, argv, arg, params, i, invalid_param)) {
+            throw std::invalid_argument("error: unknown argument: " + arg);
+        }
+        if (invalid_param) {
+            throw std::invalid_argument("error: invalid parameter for argument: " + arg);
         }
     }
 
-    input.resize(output_idx);
+    if (params.prompt_cache_all &&
+            (params.interactive || params.interactive_first ||
+             params.instruct)) {
+
+        throw std::invalid_argument("error: --prompt-cache-all not supported in interactive mode yet\n");
+    }
+
+    gpt_params_handle_model_default(params);
+
+    if (params.escape) {
+        string_process_escapes(params.prompt);
+        string_process_escapes(params.input_prefix);
+        string_process_escapes(params.input_suffix);
+        string_process_escapes(sparams.cfg_negative_prompt);
+        for (auto & antiprompt : params.antiprompt) {
+            string_process_escapes(antiprompt);
+        }
+    }
+
+    if (!params.kv_overrides.empty()) {
+        params.kv_overrides.emplace_back();
+        params.kv_overrides.back().key[0] = 0;
+    }
+
+    return true;
 }
 
 bool gpt_params_parse(int argc, char ** argv, gpt_params & params) {
     bool result = true;
     try {
         if (!gpt_params_parse_ex(argc, argv, params)) {
-            gpt_print_usage(argc, argv, gpt_params());
+            gpt_params_print_usage(argc, argv, gpt_params());
             exit(0);
         }
     }
     catch (const std::invalid_argument & ex) {
         fprintf(stderr, "%s\n", ex.what());
-        gpt_print_usage(argc, argv, gpt_params());
+        gpt_params_print_usage(argc, argv, gpt_params());
         exit(1);
     }
     return result;
 }
 
-bool parse_kv_override(const char * data, std::vector<llama_model_kv_override> & overrides) {
-    const char * sep = strchr(data, '=');
-    if (sep == nullptr || sep - data >= 128) {
-        fprintf(stderr, "%s: malformed KV override '%s'\n", __func__, data);
-        return false;
-    }
-    llama_model_kv_override kvo;
-    std::strncpy(kvo.key, data, sep - data);
-    kvo.key[sep - data] = 0;
-    sep++;
-    if (strncmp(sep, "int:", 4) == 0) {
-        sep += 4;
-        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_INT;
-        kvo.val_i64 = std::atol(sep);
-    } else if (strncmp(sep, "float:", 6) == 0) {
-        sep += 6;
-        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_FLOAT;
-        kvo.val_f64 = std::atof(sep);
-    } else if (strncmp(sep, "bool:", 5) == 0) {
-        sep += 5;
-        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_BOOL;
-        if (std::strcmp(sep, "true") == 0) {
-            kvo.val_bool = true;
-        } else if (std::strcmp(sep, "false") == 0) {
-            kvo.val_bool = false;
-        } else {
-            fprintf(stderr, "%s: invalid boolean value for KV override '%s'\n", __func__, data);
-            return false;
-        }
-    } else if (strncmp(sep, "str:", 4) == 0) {
-        sep += 4;
-        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_STR;
-        if (strlen(sep) > 127) {
-            fprintf(stderr, "%s: malformed KV override '%s', value cannot exceed 127 chars\n", __func__, data);
-            return false;
-        }
-        strncpy(kvo.val_str, sep, 127);
-        kvo.val_str[127] = '\0';
-    } else {
-        fprintf(stderr, "%s: invalid type for KV override '%s'\n", __func__, data);
-        return false;
-    }
-    overrides.emplace_back(std::move(kvo));
-    return true;
-}
-
 bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_params & params, int & i, bool & invalid_param) {
     llama_sampling_params & sparams = params.sparams;
 
@@ -546,7 +545,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
             return true;
         }
         const auto sampler_names = string_split(argv[i], ';');
-        sparams.samplers_sequence = sampler_types_from_names(sampler_names, true);
+        sparams.samplers_sequence = llama_sampling_types_from_names(sampler_names, true);
         return true;
     }
     if (arg == "--sampling-seq") {
@@ -554,7 +553,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
             invalid_param = true;
             return true;
         }
-        sparams.samplers_sequence = sampler_types_from_chars(argv[i]);
+        sparams.samplers_sequence = llama_sampling_types_from_chars(argv[i]);
         return true;
     }
     if (arg == "--top-p") {
@@ -901,6 +900,14 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
         params.interactive = true;
         return true;
     }
+    if (arg == "--interactive-specials") {
+        params.interactive_specials = true;
+        return true;
+    }
+    if (arg == "--special") {
+        params.special = true;
+        return true;
+    }
     if (arg == "--embedding") {
         params.embedding = true;
         return true;
@@ -1056,6 +1063,14 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
 #endif // GGML_USE_CUDA_SYCL_VULKAN
         return true;
     }
+    if (arg == "--rpc") {
+        if (++i >= argc) {
+            invalid_param = true;
+            return true;
+        }
+        params.rpc_servers = argv[i];
+        return true;
+    }
     if (arg == "--no-mmap") {
         params.use_mmap = false;
         return true;
@@ -1228,7 +1243,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
         return true;
     }
     if (arg == "-h" || arg == "--help") {
-        gpt_print_usage(argc, argv, gpt_params());
+        gpt_params_print_usage(argc, argv, gpt_params());
         exit(0);
     }
     if (arg == "--version") {
@@ -1299,7 +1314,7 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
             invalid_param = true;
             return true;
         }
-        if (!parse_kv_override(argv[i], params.kv_overrides)) {
+        if (!string_parse_kv_override(argv[i], params.kv_overrides)) {
             fprintf(stderr, "error: Invalid type for KV override: %s\n", argv[i]);
             invalid_param = true;
             return true;
@@ -1333,85 +1348,14 @@ bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_pa
     return false;
 }
 
-void gpt_params_handle_model_default(gpt_params & params) {
-    if (!params.hf_repo.empty()) {
-        // short-hand to avoid specifying --hf-file -> default it to --model
-        if (params.hf_file.empty()) {
-            if (params.model.empty()) {
-                throw std::invalid_argument("error: --hf-repo requires either --hf-file or --model\n");
-            }
-            params.hf_file = params.model;
-        } else if (params.model.empty()) {
-            params.model = "models/" + string_split(params.hf_file, '/').back();
-        }
-    } else if (!params.model_url.empty()) {
-        if (params.model.empty()) {
-            auto f = string_split(params.model_url, '#').front();
-            f = string_split(f, '?').front();
-            f = string_split(f, '/').back();
-            params.model =  "models/" + f;
-        }
-    } else if (params.model.empty()) {
-        params.model = DEFAULT_MODEL_PATH;
-    }
-}
-
-bool gpt_params_parse_ex(int argc, char ** argv, gpt_params & params) {
-    bool invalid_param = false;
-    std::string arg;
-    const std::string arg_prefix = "--";
-    llama_sampling_params & sparams = params.sparams;
-
-    for (int i = 1; i < argc; i++) {
-        arg = argv[i];
-        if (arg.compare(0, arg_prefix.size(), arg_prefix) == 0) {
-            std::replace(arg.begin(), arg.end(), '_', '-');
-        }
-
-        if (!gpt_params_find_arg(argc, argv, arg, params, i, invalid_param)) {
-            throw std::invalid_argument("error: unknown argument: " + arg);
-        }
-    }
-
-    if (invalid_param) {
-        throw std::invalid_argument("error: invalid parameter for argument: " + arg);
-    }
-
-    if (params.prompt_cache_all &&
-            (params.interactive || params.interactive_first ||
-             params.instruct)) {
-
-        throw std::invalid_argument("error: --prompt-cache-all not supported in interactive mode yet\n");
-    }
-
-    gpt_params_handle_model_default(params);
-
-    if (params.escape) {
-        process_escapes(params.prompt);
-        process_escapes(params.input_prefix);
-        process_escapes(params.input_suffix);
-        process_escapes(sparams.cfg_negative_prompt);
-        for (auto & antiprompt : params.antiprompt) {
-            process_escapes(antiprompt);
-        }
-    }
-
-    if (!params.kv_overrides.empty()) {
-        params.kv_overrides.emplace_back();
-        params.kv_overrides.back().key[0] = 0;
-    }
-
-    return true;
-}
-
-void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
+void gpt_params_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
     const llama_sampling_params & sparams = params.sparams;
 
     std::string sampler_type_chars;
     std::string sampler_type_names;
     for (const auto sampler_type : sparams.samplers_sequence) {
         sampler_type_chars += static_cast<char>(sampler_type);
-        sampler_type_names += sampler_type_to_name_string(sampler_type) + ";";
+        sampler_type_names += llama_sampling_type_to_str(sampler_type) + ";";
     }
     sampler_type_names.pop_back();
 
@@ -1422,6 +1366,8 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
     printf("  -h, --help            show this help message and exit\n");
     printf("  --version             show version and build info\n");
     printf("  -i, --interactive     run in interactive mode\n");
+    printf("  --special             special tokens output enabled\n");
+    printf("  --interactive-specials allow special tokens in user text, in interactive mode\n");
     printf("  --interactive-first   run in interactive mode and wait for input right away\n");
     printf("  -cnv, --conversation  run in conversation mode (does not print special tokens and suffix/prefix)\n");
     printf("  -ins, --instruct      run in instruction mode (use with Alpaca models)\n");
@@ -1554,6 +1500,7 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
         printf("  -mg i, --main-gpu i   the GPU to use for the model (with split-mode = none),\n");
         printf("                        or for intermediate results and KV (with split-mode = row) (default: %d)\n", params.main_gpu);
     }
+    printf("  --rpc SERVERS         comma separated list of RPC servers\n");
     printf("  --verbose-prompt      print a verbose prompt before generation (default: %s)\n", params.verbose_prompt ? "true" : "false");
     printf("  --no-display-prompt   don't print prompt at generation (default: %s)\n", !params.display_prompt ? "true" : "false");
     printf("  -gan N, --grp-attn-n N\n");
@@ -1606,7 +1553,7 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
 #endif // LOG_DISABLE_LOGS
 }
 
-std::string get_system_info(const gpt_params & params) {
+std::string gpt_params_get_system_info(const gpt_params & params) {
     std::ostringstream os;
 
     os << "system_info: n_threads = " << params.n_threads;
@@ -1618,7 +1565,52 @@ std::string get_system_info(const gpt_params & params) {
     return os.str();
 }
 
-std::string gpt_random_prompt(std::mt19937 & rng) {
+//
+// String utils
+//
+
+std::vector<std::string> string_split(std::string input, char separator) {
+    std::vector<std::string> parts;
+    size_t separator_pos = input.find(separator);
+    while (separator_pos != std::string::npos) {
+        std::string part = input.substr(0, separator_pos);
+        parts.emplace_back(part);
+        input = input.substr(separator_pos + 1);
+        separator_pos = input.find(separator);
+    }
+    parts.emplace_back(input);
+    return parts;
+}
+
+std::string string_strip(const std::string & str) {
+    size_t start = 0;
+    size_t end = str.size();
+    while (start < end && std::isspace(str[start])) {
+        start++;
+    }
+    while (end > start && std::isspace(str[end - 1])) {
+        end--;
+    }
+    return str.substr(start, end - start);
+}
+
+std::string string_get_sortable_timestamp() {
+    using clock = std::chrono::system_clock;
+
+    const clock::time_point current_time = clock::now();
+    const time_t as_time_t = clock::to_time_t(current_time);
+    char timestamp_no_ns[100];
+    std::strftime(timestamp_no_ns, 100, "%Y_%m_%d-%H_%M_%S", std::localtime(&as_time_t));
+
+    const int64_t ns = std::chrono::duration_cast<std::chrono::nanoseconds>(
+        current_time.time_since_epoch() % 1000000000).count();
+    char timestamp_ns[11];
+    snprintf(timestamp_ns, 11, "%09" PRId64, ns);
+
+    return std::string(timestamp_no_ns) + "." + std::string(timestamp_ns);
+}
+
+std::string string_random_prompt(std::mt19937 & rng) {
     const int r = rng() % 10;
     switch (r) {
         case 0: return "So";
@@ -1636,9 +1628,96 @@ std::string gpt_random_prompt(std::mt19937 & rng) {
     GGML_UNREACHABLE();
 }
 
+void string_process_escapes(std::string & input) {
+    std::size_t input_len = input.length();
+    std::size_t output_idx = 0;
+
+    for (std::size_t input_idx = 0; input_idx < input_len; ++input_idx) {
+        if (input[input_idx] == '\\' && input_idx + 1 < input_len) {
+            switch (input[++input_idx]) {
+                case 'n':  input[output_idx++] = '\n'; break;
+                case 'r':  input[output_idx++] = '\r'; break;
+                case 't':  input[output_idx++] = '\t'; break;
+                case '\'': input[output_idx++] = '\''; break;
+                case '\"': input[output_idx++] = '\"'; break;
+                case '\\': input[output_idx++] = '\\'; break;
+                case 'x':
+                    // Handle \x12, etc
+                    if (input_idx + 2 < input_len) {
+                        const char x[3] = { input[input_idx + 1], input[input_idx + 2], 0 };
+                        char *err_p = nullptr;
+                        const long val = std::strtol(x, &err_p, 16);
+                        if (err_p == x + 2) {
+                            input_idx += 2;
+                            input[output_idx++] = char(val);
+                            break;
+                        }
+                    }
+                    // fall through
+                default:   input[output_idx++] = '\\';
+                           input[output_idx++] = input[input_idx]; break;
+            }
+        } else {
+            input[output_idx++] = input[input_idx];
+        }
+    }
+
+    input.resize(output_idx);
+}
+
+bool string_parse_kv_override(const char * data, std::vector<llama_model_kv_override> & overrides) {
+    const char * sep = strchr(data, '=');
+    if (sep == nullptr || sep - data >= 128) {
+        fprintf(stderr, "%s: malformed KV override '%s'\n", __func__, data);
+        return false;
+    }
+    llama_model_kv_override kvo;
+    std::strncpy(kvo.key, data, sep - data);
+    kvo.key[sep - data] = 0;
+    sep++;
+    if (strncmp(sep, "int:", 4) == 0) {
+        sep += 4;
+        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_INT;
+        kvo.val_i64 = std::atol(sep);
+    } else if (strncmp(sep, "float:", 6) == 0) {
+        sep += 6;
+        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_FLOAT;
+        kvo.val_f64 = std::atof(sep);
+    } else if (strncmp(sep, "bool:", 5) == 0) {
+        sep += 5;
+        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_BOOL;
+        if (std::strcmp(sep, "true") == 0) {
+            kvo.val_bool = true;
+        } else if (std::strcmp(sep, "false") == 0) {
+            kvo.val_bool = false;
+        } else {
+            fprintf(stderr, "%s: invalid boolean value for KV override '%s'\n", __func__, data);
+            return false;
+        }
+    } else if (strncmp(sep, "str:", 4) == 0) {
+        sep += 4;
+        kvo.tag = LLAMA_KV_OVERRIDE_TYPE_STR;
+        if (strlen(sep) > 127) {
+            fprintf(stderr, "%s: malformed KV override '%s', value cannot exceed 127 chars\n", __func__, data);
+            return false;
+        }
+        strncpy(kvo.val_str, sep, 127);
+        kvo.val_str[127] = '\0';
+    } else {
+        fprintf(stderr, "%s: invalid type for KV override '%s'\n", __func__, data);
+        return false;
+    }
+    overrides.emplace_back(std::move(kvo));
+    return true;
+}
+
+//
+// Filesystem utils
+//
+
 // Validate if a filename is safe to use
 // To validate a full path, split the path by the OS-specific path separator, and validate each part with this function
-bool validate_file_name(const std::string & filename) {
+bool fs_validate_filename(const std::string & filename) {
     if (!filename.length()) {
         // Empty filename invalid
         return false;
@@ -1707,126 +1786,205 @@ bool validate_file_name(const std::string & filename) {
     return true;
 }
 
-//
-// String utils
-//
+// returns true if successful, false otherwise
+bool fs_create_directory_with_parents(const std::string & path) {
+#ifdef _WIN32
+    std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
+    std::wstring wpath = converter.from_bytes(path);
 
-std::vector<std::string> string_split(std::string input, char separator) {
-    std::vector<std::string> parts;
-    size_t separator_pos = input.find(separator);
-    while (separator_pos != std::string::npos) {
-        std::string part = input.substr(0, separator_pos);
-        parts.emplace_back(part);
-        input = input.substr(separator_pos + 1);
-        separator_pos = input.find(separator);
+    // if the path already exists, check whether it's a directory
+    const DWORD attributes = GetFileAttributesW(wpath.c_str());
+    if ((attributes != INVALID_FILE_ATTRIBUTES) && (attributes & FILE_ATTRIBUTE_DIRECTORY)) {
+        return true;
     }
-    parts.emplace_back(input);
-    return parts;
-}
 
-std::string string_strip(const std::string & str) {
-    size_t start = 0;
-    size_t end = str.size();
-    while (start < end && std::isspace(str[start])) {
-        start++;
-    }
-    while (end > start && std::isspace(str[end - 1])) {
-        end--;
-    }
-    return str.substr(start, end - start);
-}
+    size_t pos_slash = 0;
 
-std::vector<llama_sampler_type> sampler_types_from_names(const std::vector<std::string> & names, bool allow_alt_names) {
-    std::unordered_map<std::string, llama_sampler_type> sampler_canonical_name_map {
-        {"top_k",       llama_sampler_type::TOP_K},
-        {"top_p",       llama_sampler_type::TOP_P},
-        {"typical_p",   llama_sampler_type::TYPICAL_P},
-        {"min_p",       llama_sampler_type::MIN_P},
-        {"tfs_z",       llama_sampler_type::TFS_Z},
-        {"temperature", llama_sampler_type::TEMPERATURE}
-    };
+    // process path from front to back, procedurally creating directories
+    while ((pos_slash = path.find('\\', pos_slash)) != std::string::npos) {
+        const std::wstring subpath = wpath.substr(0, pos_slash);
+        const wchar_t * test = subpath.c_str();
 
-    // since samplers names are written multiple ways
-    // make it ready for both system names and input names
-    std::unordered_map<std::string, llama_sampler_type> sampler_alt_name_map {
-        {"top-k",       llama_sampler_type::TOP_K},
-        {"top-p",       llama_sampler_type::TOP_P},
-        {"nucleus",     llama_sampler_type::TOP_P},
-        {"typical-p",   llama_sampler_type::TYPICAL_P},
-        {"typical",     llama_sampler_type::TYPICAL_P},
-        {"min-p",       llama_sampler_type::MIN_P},
-        {"tfs-z",       llama_sampler_type::TFS_Z},
-        {"tfs",         llama_sampler_type::TFS_Z},
-        {"temp",        llama_sampler_type::TEMPERATURE}
-    };
+        const bool success = CreateDirectoryW(test, NULL);
+        if (!success) {
+            const DWORD error = GetLastError();
 
-    std::vector<llama_sampler_type> sampler_types;
-    sampler_types.reserve(names.size());
-    for (const auto & name : names)
-    {
-        auto sampler_item = sampler_canonical_name_map.find(name);
-        if (sampler_item != sampler_canonical_name_map.end())
-        {
-            sampler_types.push_back(sampler_item->second);
-        }
-        else
-        {
-            if (allow_alt_names)
-            {
-                sampler_item = sampler_alt_name_map.find(name);
-                if (sampler_item != sampler_alt_name_map.end())
-                {
-                    sampler_types.push_back(sampler_item->second);
+            // if the path already exists, ensure that it's a directory
+            if (error == ERROR_ALREADY_EXISTS) {
+                const DWORD attributes = GetFileAttributesW(subpath.c_str());
+                if (attributes == INVALID_FILE_ATTRIBUTES || !(attributes & FILE_ATTRIBUTE_DIRECTORY)) {
+                    return false;
                 }
+            } else {
+                return false;
             }
         }
+
+        pos_slash += 1;
     }
-    return sampler_types;
-}
 
-std::vector<llama_sampler_type> sampler_types_from_chars(const std::string & names_string) {
-    std::unordered_map<char, llama_sampler_type> sampler_name_map {
-        {'k', llama_sampler_type::TOP_K},
-        {'p', llama_sampler_type::TOP_P},
-        {'y', llama_sampler_type::TYPICAL_P},
-        {'m', llama_sampler_type::MIN_P},
-        {'f', llama_sampler_type::TFS_Z},
-        {'t', llama_sampler_type::TEMPERATURE}
-    };
+    return true;
+#else
+    // if the path already exists, check whether it's a directory
+    struct stat info;
+    if (stat(path.c_str(), &info) == 0) {
+        return S_ISDIR(info.st_mode);
+    }
 
-    std::vector<llama_sampler_type> sampler_types;
-    sampler_types.reserve(names_string.size());
-    for (const auto & c : names_string) {
-        const auto sampler_item = sampler_name_map.find(c);
-        if (sampler_item != sampler_name_map.end()) {
-            sampler_types.push_back(sampler_item->second);
+    size_t pos_slash = 1; // skip leading slashes for directory creation
+
+    // process path from front to back, procedurally creating directories
+    while ((pos_slash = path.find('/', pos_slash)) != std::string::npos) {
+        const std::string subpath = path.substr(0, pos_slash);
+        struct stat info;
+
+        // if the path already exists, ensure that it's a directory
+        if (stat(subpath.c_str(), &info) == 0) {
+            if (!S_ISDIR(info.st_mode)) {
+                return false;
+            }
+        } else {
+            // create parent directories
+            const int ret = mkdir(subpath.c_str(), 0755);
+            if (ret != 0) {
+                return false;
+            }
         }
+
+        pos_slash += 1;
     }
-    return sampler_types;
+
+    return true;
+#endif // _WIN32
 }
 
-std::string sampler_type_to_name_string(llama_sampler_type sampler_type) {
-    switch (sampler_type) {
-        case llama_sampler_type::TOP_K:       return "top_k";
-        case llama_sampler_type::TFS_Z:       return "tfs_z";
-        case llama_sampler_type::TYPICAL_P:   return "typical_p";
-        case llama_sampler_type::TOP_P:       return "top_p";
-        case llama_sampler_type::MIN_P:       return "min_p";
-        case llama_sampler_type::TEMPERATURE: return "temperature";
-        default : return "";
+std::string fs_get_cache_directory() {
+    std::string cache_directory = "";
+    auto ensure_trailing_slash = [](std::string p) {
+        // Make sure to add trailing slash
+        if (p.back() != DIRECTORY_SEPARATOR) {
+            p += DIRECTORY_SEPARATOR;
+        }
+        return p;
+    };
+    if (getenv("LLAMA_CACHE")) {
+        cache_directory = std::getenv("LLAMA_CACHE");
+    } else {
+#ifdef __linux__
+        if (std::getenv("XDG_CACHE_HOME")) {
+            cache_directory = std::getenv("XDG_CACHE_HOME");
+        } else {
+            cache_directory = std::getenv("HOME") + std::string("/.cache/");
+        }
+#elif defined(__APPLE__)
+        cache_directory = std::getenv("HOME") + std::string("/Library/Caches/");
+#elif defined(_WIN32)
+        cache_directory = std::getenv("LOCALAPPDATA");
+#endif // __linux__
+        cache_directory = ensure_trailing_slash(cache_directory);
+        cache_directory += "llama.cpp";
     }
+    return ensure_trailing_slash(cache_directory);
 }
 
+
 //
 // Model utils
 //
 
+std::tuple<struct llama_model *, struct llama_context *> llama_init_from_gpt_params(gpt_params & params) {
+    auto mparams = llama_model_params_from_gpt_params(params);
+
+    llama_model * model = nullptr;
+
+    if (!params.hf_repo.empty() && !params.hf_file.empty()) {
+        model = llama_load_model_from_hf(params.hf_repo.c_str(), params.hf_file.c_str(), params.model.c_str(), mparams);
+    } else if (!params.model_url.empty()) {
+        model = llama_load_model_from_url(params.model_url.c_str(), params.model.c_str(), mparams);
+    } else {
+        model = llama_load_model_from_file(params.model.c_str(), mparams);
+    }
+
+    if (model == NULL) {
+        fprintf(stderr, "%s: error: failed to load model '%s'\n", __func__, params.model.c_str());
+        return std::make_tuple(nullptr, nullptr);
+    }
+
+    auto cparams = llama_context_params_from_gpt_params(params);
+
+    llama_context * lctx = llama_new_context_with_model(model, cparams);
+    if (lctx == NULL) {
+        fprintf(stderr, "%s: error: failed to create context with model '%s'\n", __func__, params.model.c_str());
+        llama_free_model(model);
+        return std::make_tuple(nullptr, nullptr);
+    }
+
+    if (!params.control_vectors.empty()) {
+        if (params.control_vector_layer_start <= 0) params.control_vector_layer_start = 1;
+        if (params.control_vector_layer_end   <= 0) params.control_vector_layer_end   = llama_n_layer(model);
+
+        const auto cvec = llama_control_vector_load(params.control_vectors);
+        if (cvec.n_embd == -1) {
+            llama_free(lctx);
+            llama_free_model(model);
+            return std::make_tuple(nullptr, nullptr);
+        }
+
+        int err = llama_control_vector_apply(lctx,
+                                             cvec.data.data(),
+                                             cvec.data.size(),
+                                             cvec.n_embd,
+                                             params.control_vector_layer_start,
+                                             params.control_vector_layer_end);
+        if (err) {
+            llama_free(lctx);
+            llama_free_model(model);
+            return std::make_tuple(nullptr, nullptr);
+        }
+    }
+
+    for (unsigned int i = 0; i < params.lora_adapter.size(); ++i) {
+        const std::string & lora_adapter = std::get<0>(params.lora_adapter[i]);
+        float lora_scale = std::get<1>(params.lora_adapter[i]);
+        int err = llama_model_apply_lora_from_file(model,
+                                             lora_adapter.c_str(),
+                                             lora_scale,
+                                             ((i > 0) || params.lora_base.empty())
+                                                ? NULL
+                                                : params.lora_base.c_str(),
+                                             params.n_threads);
+        if (err != 0) {
+            fprintf(stderr, "%s: error: failed to apply lora adapter\n", __func__);
+            llama_free(lctx);
+            llama_free_model(model);
+            return std::make_tuple(nullptr, nullptr);
+        }
+    }
+
+    if (params.ignore_eos) {
+        params.sparams.logit_bias[llama_token_eos(model)] = -INFINITY;
+    }
+
+    if (params.warmup) {
+        LOG("warming up the model with an empty run\n");
+
+        std::vector<llama_token> tmp = { llama_token_bos(model), llama_token_eos(model), };
+        llama_decode(lctx, llama_batch_get_one(tmp.data(), std::min(tmp.size(), (size_t) params.n_batch), 0, 0));
+        llama_kv_cache_clear(lctx);
+        llama_synchronize(lctx);
+        llama_reset_timings(lctx);
+    }
+
+    return std::make_tuple(model, lctx);
+}
+
 struct llama_model_params llama_model_params_from_gpt_params(const gpt_params & params) {
     auto mparams = llama_model_default_params();
 
     if (params.n_gpu_layers != -1) {
         mparams.n_gpu_layers = params.n_gpu_layers;
     }
+    mparams.rpc_servers     = params.rpc_servers.c_str();
     mparams.main_gpu        = params.main_gpu;
     mparams.split_mode      = params.split_mode;
     mparams.tensor_split    = params.tensor_split;
@@ -1905,27 +2063,6 @@ struct llama_context_params llama_context_params_from_gpt_params(const gpt_param
     return cparams;
 }
 
-void llama_batch_clear(struct llama_batch & batch) {
-    batch.n_tokens = 0;
-}
-
-void llama_batch_add(
-                 struct llama_batch & batch,
-                        llama_token   id,
-                          llama_pos   pos,
-    const std::vector<llama_seq_id> & seq_ids,
-                               bool   logits) {
-    batch.token   [batch.n_tokens] = id;
-    batch.pos     [batch.n_tokens] = pos;
-    batch.n_seq_id[batch.n_tokens] = seq_ids.size();
-    for (size_t i = 0; i < seq_ids.size(); ++i) {
-        batch.seq_id[batch.n_tokens][i] = seq_ids[i];
-    }
-    batch.logits  [batch.n_tokens] = logits;
-
-    batch.n_tokens++;
-}
-
 #ifdef LLAMA_USE_CURL
 
 static bool starts_with(const std::string & str, const std::string & prefix) {
@@ -2256,90 +2393,29 @@ struct llama_model * llama_load_model_from_hf(
 
 #endif // LLAMA_USE_CURL
 
-std::tuple<struct llama_model *, struct llama_context *> llama_init_from_gpt_params(gpt_params & params) {
-    auto mparams = llama_model_params_from_gpt_params(params);
+//
+// Batch utils
+//
 
-    llama_model * model = nullptr;
+void llama_batch_clear(struct llama_batch & batch) {
+    batch.n_tokens = 0;
+}
 
-    if (!params.hf_repo.empty() && !params.hf_file.empty()) {
-        model = llama_load_model_from_hf(params.hf_repo.c_str(), params.hf_file.c_str(), params.model.c_str(), mparams);
-    } else if (!params.model_url.empty()) {
-        model = llama_load_model_from_url(params.model_url.c_str(), params.model.c_str(), mparams);
-    } else {
-        model = llama_load_model_from_file(params.model.c_str(), mparams);
+void llama_batch_add(
+                 struct llama_batch & batch,
+                        llama_token   id,
+                          llama_pos   pos,
+    const std::vector<llama_seq_id> & seq_ids,
+                               bool   logits) {
+    batch.token   [batch.n_tokens] = id;
+    batch.pos     [batch.n_tokens] = pos;
+    batch.n_seq_id[batch.n_tokens] = seq_ids.size();
+    for (size_t i = 0; i < seq_ids.size(); ++i) {
+        batch.seq_id[batch.n_tokens][i] = seq_ids[i];
     }
+    batch.logits  [batch.n_tokens] = logits;
 
-    if (model == NULL) {
-        fprintf(stderr, "%s: error: failed to load model '%s'\n", __func__, params.model.c_str());
-        return std::make_tuple(nullptr, nullptr);
-    }
-
-    auto cparams = llama_context_params_from_gpt_params(params);
-
-    llama_context * lctx = llama_new_context_with_model(model, cparams);
-    if (lctx == NULL) {
-        fprintf(stderr, "%s: error: failed to create context with model '%s'\n", __func__, params.model.c_str());
-        llama_free_model(model);
-        return std::make_tuple(nullptr, nullptr);
-    }
-
-    if (!params.control_vectors.empty()) {
-        if (params.control_vector_layer_start <= 0) params.control_vector_layer_start = 1;
-        if (params.control_vector_layer_end   <= 0) params.control_vector_layer_end   = llama_n_layer(model);
-
-        const auto cvec = llama_control_vector_load(params.control_vectors);
-        if (cvec.n_embd == -1) {
-            llama_free(lctx);
-            llama_free_model(model);
-            return std::make_tuple(nullptr, nullptr);
-        }
-
-        int err = llama_control_vector_apply(lctx,
-                                             cvec.data.data(),
-                                             cvec.data.size(),
-                                             cvec.n_embd,
-                                             params.control_vector_layer_start,
-                                             params.control_vector_layer_end);
-        if (err) {
-            llama_free(lctx);
-            llama_free_model(model);
-            return std::make_tuple(nullptr, nullptr);
-        }
-    }
-
-    for (unsigned int i = 0; i < params.lora_adapter.size(); ++i) {
-        const std::string & lora_adapter = std::get<0>(params.lora_adapter[i]);
-        float lora_scale = std::get<1>(params.lora_adapter[i]);
-        int err = llama_model_apply_lora_from_file(model,
-                                             lora_adapter.c_str(),
-                                             lora_scale,
-                                             ((i > 0) || params.lora_base.empty())
-                                                ? NULL
-                                                : params.lora_base.c_str(),
-                                             params.n_threads);
-        if (err != 0) {
-            fprintf(stderr, "%s: error: failed to apply lora adapter\n", __func__);
-            llama_free(lctx);
-            llama_free_model(model);
-            return std::make_tuple(nullptr, nullptr);
-        }
-    }
-
-    if (params.ignore_eos) {
-        params.sparams.logit_bias[llama_token_eos(model)] = -INFINITY;
-    }
-
-    if (params.warmup) {
-        LOG("warming up the model with an empty run\n");
-
-        std::vector<llama_token> tmp = { llama_token_bos(model), llama_token_eos(model), };
-        llama_decode(lctx, llama_batch_get_one(tmp.data(), std::min(tmp.size(), (size_t) params.n_batch), 0, 0));
-        llama_kv_cache_clear(lctx);
-        llama_synchronize(lctx);
-        llama_reset_timings(lctx);
-    }
-
-    return std::make_tuple(model, lctx);
+    batch.n_tokens++;
 }
 
 //
@@ -2427,320 +2503,11 @@ bool llama_should_add_bos_token(const llama_model * model) {
     return add_bos != -1 ? bool(add_bos) : (llama_vocab_type(model) == LLAMA_VOCAB_TYPE_SPM);
 }
 
-//
-// YAML utils
-//
-
-// returns true if successful, false otherwise
-bool create_directory_with_parents(const std::string & path) {
-#ifdef _WIN32
-    std::wstring_convert<std::codecvt_utf8<wchar_t>> converter;
-    std::wstring wpath = converter.from_bytes(path);
-
-    // if the path already exists, check whether it's a directory
-    const DWORD attributes = GetFileAttributesW(wpath.c_str());
-    if ((attributes != INVALID_FILE_ATTRIBUTES) && (attributes & FILE_ATTRIBUTE_DIRECTORY)) {
-        return true;
-    }
-
-    size_t pos_slash = 0;
-
-    // process path from front to back, procedurally creating directories
-    while ((pos_slash = path.find('\\', pos_slash)) != std::string::npos) {
-        const std::wstring subpath = wpath.substr(0, pos_slash);
-        const wchar_t * test = subpath.c_str();
-
-        const bool success = CreateDirectoryW(test, NULL);
-        if (!success) {
-            const DWORD error = GetLastError();
-
-            // if the path already exists, ensure that it's a directory
-            if (error == ERROR_ALREADY_EXISTS) {
-                const DWORD attributes = GetFileAttributesW(subpath.c_str());
-                if (attributes == INVALID_FILE_ATTRIBUTES || !(attributes & FILE_ATTRIBUTE_DIRECTORY)) {
-                    return false;
-                }
-            } else {
-                return false;
-            }
-        }
-
-        pos_slash += 1;
-    }
-
-    return true;
-#else
-    // if the path already exists, check whether it's a directory
-    struct stat info;
-    if (stat(path.c_str(), &info) == 0) {
-        return S_ISDIR(info.st_mode);
-    }
-
-    size_t pos_slash = 1; // skip leading slashes for directory creation
-
-    // process path from front to back, procedurally creating directories
-    while ((pos_slash = path.find('/', pos_slash)) != std::string::npos) {
-        const std::string subpath = path.substr(0, pos_slash);
-        struct stat info;
-
-        // if the path already exists, ensure that it's a directory
-        if (stat(subpath.c_str(), &info) == 0) {
-            if (!S_ISDIR(info.st_mode)) {
-                return false;
-            }
-        } else {
-            // create parent directories
-            const int ret = mkdir(subpath.c_str(), 0755);
-            if (ret != 0) {
-                return false;
-            }
-        }
-
-        pos_slash += 1;
-    }
-
-    return true;
-#endif // _WIN32
-}
-
-void dump_vector_float_yaml(FILE * stream, const char * prop_name, const std::vector<float> & data) {
-    if (data.empty()) {
-        fprintf(stream, "%s:\n", prop_name);
-        return;
-    }
-
-    fprintf(stream, "%s: [", prop_name);
-    for (size_t i = 0; i < data.size() - 1; ++i) {
-        fprintf(stream, "%e, ", data[i]);
-    }
-    fprintf(stream, "%e]\n", data.back());
-}
-
-void dump_vector_int_yaml(FILE * stream, const char * prop_name, const std::vector<int> & data) {
-    if (data.empty()) {
-        fprintf(stream, "%s:\n", prop_name);
-        return;
-    }
-
-    fprintf(stream, "%s: [", prop_name);
-    for (size_t i = 0; i < data.size() - 1; ++i) {
-        fprintf(stream, "%d, ", data[i]);
-    }
-    fprintf(stream, "%d]\n", data.back());
-}
-
-void dump_string_yaml_multiline(FILE * stream, const char * prop_name, const char * data) {
-    std::string data_str(data == NULL ? "" : data);
-
-    if (data_str.empty()) {
-        fprintf(stream, "%s:\n", prop_name);
-        return;
-    }
-
-    size_t pos_start = 0;
-    size_t pos_found = 0;
-
-    if (!data_str.empty() && (std::isspace(data_str[0]) || std::isspace(data_str.back()))) {
-        data_str = std::regex_replace(data_str, std::regex("\n"), "\\n");
-        data_str = std::regex_replace(data_str, std::regex("\""), "\\\"");
-        data_str = std::regex_replace(data_str, std::regex(R"(\\[^n"])"), R"(\$&)");
-        data_str = "\"" + data_str + "\"";
-        fprintf(stream, "%s: %s\n", prop_name, data_str.c_str());
-        return;
-    }
-
-    if (data_str.find('\n') == std::string::npos) {
-        fprintf(stream, "%s: %s\n", prop_name, data_str.c_str());
-        return;
-    }
-
-    fprintf(stream, "%s: |\n", prop_name);
-    while ((pos_found = data_str.find('\n', pos_start)) != std::string::npos) {
-        fprintf(stream, "  %s\n", data_str.substr(pos_start, pos_found-pos_start).c_str());
-        pos_start = pos_found + 1;
-    }
-}
-
-std::string get_sortable_timestamp() {
-    using clock = std::chrono::system_clock;
-
-    const clock::time_point current_time = clock::now();
-    const time_t as_time_t = clock::to_time_t(current_time);
-    char timestamp_no_ns[100];
-    std::strftime(timestamp_no_ns, 100, "%Y_%m_%d-%H_%M_%S", std::localtime(&as_time_t));
-
-    const int64_t ns = std::chrono::duration_cast<std::chrono::nanoseconds>(
-        current_time.time_since_epoch() % 1000000000).count();
-    char timestamp_ns[11];
-    snprintf(timestamp_ns, 11, "%09" PRId64, ns);
-
-    return std::string(timestamp_no_ns) + "." + std::string(timestamp_ns);
-}
-
-void dump_non_result_info_yaml(FILE * stream, const gpt_params & params, const llama_context * lctx,
-                               const std::string & timestamp, const std::vector<int> & prompt_tokens, const char * model_desc) {
-    const llama_sampling_params & sparams = params.sparams;
-
-    fprintf(stream, "build_commit: %s\n",        LLAMA_COMMIT);
-    fprintf(stream, "build_number: %d\n",        LLAMA_BUILD_NUMBER);
-    fprintf(stream, "cpu_has_arm_fma: %s\n",     ggml_cpu_has_arm_fma()     ? "true" : "false");
-    fprintf(stream, "cpu_has_avx: %s\n",         ggml_cpu_has_avx()         ? "true" : "false");
-    fprintf(stream, "cpu_has_avx_vnni: %s\n",    ggml_cpu_has_avx_vnni()    ? "true" : "false");
-    fprintf(stream, "cpu_has_avx2: %s\n",        ggml_cpu_has_avx2()        ? "true" : "false");
-    fprintf(stream, "cpu_has_avx512: %s\n",      ggml_cpu_has_avx512()      ? "true" : "false");
-    fprintf(stream, "cpu_has_avx512_vbmi: %s\n", ggml_cpu_has_avx512_vbmi() ? "true" : "false");
-    fprintf(stream, "cpu_has_avx512_vnni: %s\n", ggml_cpu_has_avx512_vnni() ? "true" : "false");
-    fprintf(stream, "cpu_has_cuda: %s\n",        ggml_cpu_has_cuda()        ? "true" : "false");
-    fprintf(stream, "cpu_has_vulkan: %s\n",      ggml_cpu_has_vulkan()      ? "true" : "false");
-    fprintf(stream, "cpu_has_clblast: %s\n",     ggml_cpu_has_clblast()     ? "true" : "false");
-    fprintf(stream, "cpu_has_kompute: %s\n",     ggml_cpu_has_kompute()     ? "true" : "false");
-    fprintf(stream, "cpu_has_fma: %s\n",         ggml_cpu_has_fma()         ? "true" : "false");
-    fprintf(stream, "cpu_has_gpublas: %s\n",     ggml_cpu_has_gpublas()     ? "true" : "false");
-    fprintf(stream, "cpu_has_neon: %s\n",        ggml_cpu_has_neon()        ? "true" : "false");
-    fprintf(stream, "cpu_has_f16c: %s\n",        ggml_cpu_has_f16c()        ? "true" : "false");
-    fprintf(stream, "cpu_has_fp16_va: %s\n",     ggml_cpu_has_fp16_va()     ? "true" : "false");
-    fprintf(stream, "cpu_has_wasm_simd: %s\n",   ggml_cpu_has_wasm_simd()   ? "true" : "false");
-    fprintf(stream, "cpu_has_blas: %s\n",        ggml_cpu_has_blas()        ? "true" : "false");
-    fprintf(stream, "cpu_has_sse3: %s\n",        ggml_cpu_has_sse3()        ? "true" : "false");
-    fprintf(stream, "cpu_has_vsx: %s\n",         ggml_cpu_has_vsx()         ? "true" : "false");
-    fprintf(stream, "cpu_has_matmul_int8: %s\n", ggml_cpu_has_matmul_int8() ? "true" : "false");
-
-#ifdef NDEBUG
-    fprintf(stream, "debug: false\n");
-#else
-    fprintf(stream, "debug: true\n");
-#endif // NDEBUG
-
-    fprintf(stream, "model_desc: %s\n", model_desc);
-    fprintf(stream, "n_vocab: %d  # output size of the final layer, 32001 for some models\n", llama_n_vocab(llama_get_model(lctx)));
-
-#ifdef __OPTIMIZE__
-    fprintf(stream, "optimize: true\n");
-#else
-    fprintf(stream, "optimize: false\n");
-#endif // __OPTIMIZE__
-
-    fprintf(stream, "time: %s\n", timestamp.c_str());
-
-    fprintf(stream, "\n");
-    fprintf(stream, "###############\n");
-    fprintf(stream, "# User Inputs #\n");
-    fprintf(stream, "###############\n");
-    fprintf(stream, "\n");
-
-    fprintf(stream, "alias: %s # default: unknown\n", params.model_alias.c_str());
-    fprintf(stream, "batch_size: %d # default: 512\n", params.n_batch);
-    dump_string_yaml_multiline(stream, "cfg_negative_prompt", sparams.cfg_negative_prompt.c_str());
-    fprintf(stream, "cfg_scale: %f # default: 1.0\n", sparams.cfg_scale);
-    fprintf(stream, "chunks: %d # default: -1 (unlimited)\n", params.n_chunks);
-    fprintf(stream, "color: %s # default: false\n", params.use_color ? "true" : "false");
-    fprintf(stream, "ctx_size: %d # default: 512\n", params.n_ctx);
-    fprintf(stream, "escape: %s # default: false\n", params.escape ? "true" : "false");
-    fprintf(stream, "file: # never logged, see prompt instead. Can still be specified for input.\n");
-    fprintf(stream, "frequency_penalty: %f # default: 0.0 \n", sparams.penalty_freq);
-    dump_string_yaml_multiline(stream, "grammar", sparams.grammar.c_str());
-    fprintf(stream, "grammar-file: # never logged, see grammar instead. Can still be specified for input.\n");
-    fprintf(stream, "hellaswag: %s # default: false\n", params.hellaswag ? "true" : "false");
-    fprintf(stream, "hellaswag_tasks: %zu # default: 400\n", params.hellaswag_tasks);
-
-    const auto logit_bias_eos = sparams.logit_bias.find(llama_token_eos(llama_get_model(lctx)));
-    const bool ignore_eos = logit_bias_eos != sparams.logit_bias.end() && logit_bias_eos->second == -INFINITY;
-    fprintf(stream, "ignore_eos: %s # default: false\n", ignore_eos ? "true" : "false");
-
-    dump_string_yaml_multiline(stream, "in_prefix", params.input_prefix.c_str());
-    fprintf(stream, "in_prefix_bos: %s # default: false\n", params.input_prefix_bos ? "true" : "false");
-    dump_string_yaml_multiline(stream, "in_suffix", params.input_prefix.c_str());
-    fprintf(stream, "instruct: %s # default: false\n", params.instruct ? "true" : "false");
-    fprintf(stream, "interactive: %s # default: false\n", params.interactive ? "true" : "false");
-    fprintf(stream, "interactive_first: %s # default: false\n", params.interactive_first ? "true" : "false");
-    fprintf(stream, "keep: %d # default: 0\n", params.n_keep);
-    fprintf(stream, "logdir: %s # default: unset (no logging)\n", params.logdir.c_str());
-
-    fprintf(stream, "logit_bias:\n");
-    for (std::pair<llama_token, float> lb : sparams.logit_bias) {
-        if (ignore_eos && lb.first == logit_bias_eos->first) {
-            continue;
-        }
-        fprintf(stream, "  %d: %f", lb.first, lb.second);
-    }
-
-    fprintf(stream, "lora:\n");
-    for (std::tuple<std::string, float> la : params.lora_adapter) {
-        if (std::get<1>(la) != 1.0f) {
-            continue;
-        }
-        fprintf(stream, "  - %s\n", std::get<0>(la).c_str());
-    }
-    fprintf(stream, "lora_scaled:\n");
-    for (std::tuple<std::string, float> la : params.lora_adapter) {
-        if (std::get<1>(la) == 1.0f) {
-            continue;
-        }
-        fprintf(stream, "  - %s: %f\n", std::get<0>(la).c_str(), std::get<1>(la));
-    }
-    fprintf(stream, "lora_base: %s\n", params.lora_base.c_str());
-    fprintf(stream, "main_gpu: %d # default: 0\n", params.main_gpu);
-    fprintf(stream, "min_keep: %d # default: 0 (disabled)\n", sparams.min_keep);
-    fprintf(stream, "mirostat: %d # default: 0 (disabled)\n", sparams.mirostat);
-    fprintf(stream, "mirostat_ent: %f # default: 5.0\n", sparams.mirostat_tau);
-    fprintf(stream, "mirostat_lr: %f # default: 0.1\n", sparams.mirostat_eta);
-    fprintf(stream, "mlock: %s # default: false\n", params.use_mlock ? "true" : "false");
-    fprintf(stream, "model: %s # default: %s\n", params.model.c_str(), DEFAULT_MODEL_PATH);
-    fprintf(stream, "model_draft: %s # default:\n", params.model_draft.c_str());
-    fprintf(stream, "multiline_input: %s # default: false\n", params.multiline_input ? "true" : "false");
-    fprintf(stream, "n_gpu_layers: %d # default: -1\n", params.n_gpu_layers);
-    fprintf(stream, "n_predict: %d # default: -1 (unlimited)\n", params.n_predict);
-    fprintf(stream, "n_probs: %d # only used by server binary, default: 0\n", sparams.n_probs);
-    fprintf(stream, "no_mmap: %s # default: false\n", !params.use_mmap ? "true" : "false");
-    fprintf(stream, "penalize_nl: %s # default: false\n", sparams.penalize_nl ? "true" : "false");
-    fprintf(stream, "ppl_output_type: %d # default: 0\n", params.ppl_output_type);
-    fprintf(stream, "ppl_stride: %d # default: 0\n", params.ppl_stride);
-    fprintf(stream, "presence_penalty: %f # default: 0.0\n", sparams.penalty_present);
-    dump_string_yaml_multiline(stream, "prompt", params.prompt.c_str());
-    fprintf(stream, "prompt_cache: %s\n", params.path_prompt_cache.c_str());
-    fprintf(stream, "prompt_cache_all: %s # default: false\n", params.prompt_cache_all ? "true" : "false");
-    fprintf(stream, "prompt_cache_ro: %s # default: false\n", params.prompt_cache_ro ? "true" : "false");
-    dump_vector_int_yaml(stream, "prompt_tokens", prompt_tokens);
-    fprintf(stream, "random_prompt: %s # default: false\n", params.random_prompt ? "true" : "false");
-    fprintf(stream, "repeat_penalty: %f # default: 1.1\n", sparams.penalty_repeat);
-
-    fprintf(stream, "reverse_prompt:\n");
-    for (std::string ap : params.antiprompt) {
-        size_t pos = 0;
-        while ((pos = ap.find('\n', pos)) != std::string::npos) {
-            ap.replace(pos, 1, "\\n");
-            pos += 1;
-        }
-
-        fprintf(stream, "  - %s\n", ap.c_str());
-    }
-
-    fprintf(stream, "rope_freq_base: %f # default: 10000.0\n", params.rope_freq_base);
-    fprintf(stream, "rope_freq_scale: %f # default: 1.0\n", params.rope_freq_scale);
-    fprintf(stream, "seed: %u # default: -1 (random seed)\n", params.seed);
-    fprintf(stream, "simple_io: %s # default: false\n", params.simple_io ? "true" : "false");
-    fprintf(stream, "cont_batching: %s # default: false\n", params.cont_batching ? "true" : "false");
-    fprintf(stream, "flash_attn: %s # default: false\n", params.flash_attn ? "true" : "false");
-    fprintf(stream, "temp: %f # default: 0.8\n", sparams.temp);
-
-    const std::vector<float> tensor_split_vector(params.tensor_split, params.tensor_split + llama_max_devices());
-    dump_vector_float_yaml(stream, "tensor_split", tensor_split_vector);
-
-    fprintf(stream, "tfs: %f # default: 1.0\n", sparams.tfs_z);
-    fprintf(stream, "threads: %d # default: %u\n", params.n_threads, std::thread::hardware_concurrency());
-    fprintf(stream, "top_k: %d # default: 40\n", sparams.top_k);
-    fprintf(stream, "top_p: %f # default: 0.95\n", sparams.top_p);
-    fprintf(stream, "min_p: %f # default: 0.0\n", sparams.min_p);
-    fprintf(stream, "typical_p: %f # default: 1.0\n", sparams.typical_p);
-    fprintf(stream, "verbose_prompt: %s # default: false\n", params.verbose_prompt ? "true" : "false");
-    fprintf(stream, "display_prompt: %s # default: true\n", params.display_prompt ? "true" : "false");
-}
-
 //
 // KV cache utils
 //
 
-void dump_kv_cache_view(const llama_kv_cache_view & view, int row_size) {
+void llama_kv_cache_dump_view(const llama_kv_cache_view & view, int row_size) {
     static const char slot_chars[] = ".123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz+";
 
     printf("=== Dumping KV cache. total cells %d, max sequences per cell %d, populated cells %d, total tokens in cache %d, largest empty slot=%d @ %d",
@@ -2763,7 +2530,7 @@ void dump_kv_cache_view(const llama_kv_cache_view & view, int row_size) {
     printf("\n=== Done dumping\n");
 }
 
-void dump_kv_cache_view_seqs(const llama_kv_cache_view & view, int row_size) {
+void llama_kv_cache_dump_view_seqs(const llama_kv_cache_view & view, int row_size) {
     static const char slot_chars[] = "0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz";
 
     printf("=== Dumping KV cache. total cells %d, max sequences per cell %d, populated cells %d, total tokens in cache %d, largest empty slot=%d @ %d\n",
@@ -2811,6 +2578,10 @@ void dump_kv_cache_view_seqs(const llama_kv_cache_view & view, int row_size) {
     printf("\n=== Done dumping\n");
 }
 
+//
+// Embedding utils
+//
+
 void llama_embd_normalize(const float * inp, float * out, int n) {
     double sum = 0.0;
     for (int i = 0; i < n; i++) {
@@ -2995,3 +2766,226 @@ llama_control_vector_data llama_control_vector_load(const std::vector<llama_cont
 
     return result;
 }
+
+//
+// YAML utils
+//
+
+void yaml_dump_vector_float(FILE * stream, const char * prop_name, const std::vector<float> & data) {
+    if (data.empty()) {
+        fprintf(stream, "%s:\n", prop_name);
+        return;
+    }
+
+    fprintf(stream, "%s: [", prop_name);
+    for (size_t i = 0; i < data.size() - 1; ++i) {
+        fprintf(stream, "%e, ", data[i]);
+    }
+    fprintf(stream, "%e]\n", data.back());
+}
+
+void yaml_dump_vector_int(FILE * stream, const char * prop_name, const std::vector<int> & data) {
+    if (data.empty()) {
+        fprintf(stream, "%s:\n", prop_name);
+        return;
+    }
+
+    fprintf(stream, "%s: [", prop_name);
+    for (size_t i = 0; i < data.size() - 1; ++i) {
+        fprintf(stream, "%d, ", data[i]);
+    }
+    fprintf(stream, "%d]\n", data.back());
+}
+
+void yaml_dump_string_multiline(FILE * stream, const char * prop_name, const char * data) {
+    std::string data_str(data == NULL ? "" : data);
+
+    if (data_str.empty()) {
+        fprintf(stream, "%s:\n", prop_name);
+        return;
+    }
+
+    size_t pos_start = 0;
+    size_t pos_found = 0;
+
+    if (std::isspace(data_str[0]) || std::isspace(data_str.back())) {
+        data_str = std::regex_replace(data_str, std::regex("\n"), "\\n");
+        data_str = std::regex_replace(data_str, std::regex("\""), "\\\"");
+        data_str = std::regex_replace(data_str, std::regex(R"(\\[^n"])"), R"(\$&)");
+        data_str = "\"" + data_str + "\"";
+        fprintf(stream, "%s: %s\n", prop_name, data_str.c_str());
+        return;
+    }
+
+    if (data_str.find('\n') == std::string::npos) {
+        fprintf(stream, "%s: %s\n", prop_name, data_str.c_str());
+        return;
+    }
+
+    fprintf(stream, "%s: |\n", prop_name);
+    while ((pos_found = data_str.find('\n', pos_start)) != std::string::npos) {
+        fprintf(stream, "  %s\n", data_str.substr(pos_start, pos_found-pos_start).c_str());
+        pos_start = pos_found + 1;
+    }
+}
+
+void yaml_dump_non_result_info(FILE * stream, const gpt_params & params, const llama_context * lctx,
+                               const std::string & timestamp, const std::vector<int> & prompt_tokens, const char * model_desc) {
+    const llama_sampling_params & sparams = params.sparams;
+
+    fprintf(stream, "build_commit: %s\n",        LLAMA_COMMIT);
+    fprintf(stream, "build_number: %d\n",        LLAMA_BUILD_NUMBER);
+    fprintf(stream, "cpu_has_arm_fma: %s\n",     ggml_cpu_has_arm_fma()     ? "true" : "false");
+    fprintf(stream, "cpu_has_avx: %s\n",         ggml_cpu_has_avx()         ? "true" : "false");
+    fprintf(stream, "cpu_has_avx_vnni: %s\n",    ggml_cpu_has_avx_vnni()    ? "true" : "false");
+    fprintf(stream, "cpu_has_avx2: %s\n",        ggml_cpu_has_avx2()        ? "true" : "false");
+    fprintf(stream, "cpu_has_avx512: %s\n",      ggml_cpu_has_avx512()      ? "true" : "false");
+    fprintf(stream, "cpu_has_avx512_vbmi: %s\n", ggml_cpu_has_avx512_vbmi() ? "true" : "false");
+    fprintf(stream, "cpu_has_avx512_vnni: %s\n", ggml_cpu_has_avx512_vnni() ? "true" : "false");
+    fprintf(stream, "cpu_has_cuda: %s\n",        ggml_cpu_has_cuda()        ? "true" : "false");
+    fprintf(stream, "cpu_has_vulkan: %s\n",      ggml_cpu_has_vulkan()      ? "true" : "false");
+    fprintf(stream, "cpu_has_clblast: %s\n",     ggml_cpu_has_clblast()     ? "true" : "false");
+    fprintf(stream, "cpu_has_kompute: %s\n",     ggml_cpu_has_kompute()     ? "true" : "false");
+    fprintf(stream, "cpu_has_fma: %s\n",         ggml_cpu_has_fma()         ? "true" : "false");
+    fprintf(stream, "cpu_has_gpublas: %s\n",     ggml_cpu_has_gpublas()     ? "true" : "false");
+    fprintf(stream, "cpu_has_neon: %s\n",        ggml_cpu_has_neon()        ? "true" : "false");
+    fprintf(stream, "cpu_has_sve: %s\n",         ggml_cpu_has_sve()         ? "true" : "false");
+    fprintf(stream, "cpu_has_f16c: %s\n",        ggml_cpu_has_f16c()        ? "true" : "false");
+    fprintf(stream, "cpu_has_fp16_va: %s\n",     ggml_cpu_has_fp16_va()     ? "true" : "false");
+    fprintf(stream, "cpu_has_wasm_simd: %s\n",   ggml_cpu_has_wasm_simd()   ? "true" : "false");
+    fprintf(stream, "cpu_has_blas: %s\n",        ggml_cpu_has_blas()        ? "true" : "false");
+    fprintf(stream, "cpu_has_sse3: %s\n",        ggml_cpu_has_sse3()        ? "true" : "false");
+    fprintf(stream, "cpu_has_vsx: %s\n",         ggml_cpu_has_vsx()         ? "true" : "false");
+    fprintf(stream, "cpu_has_matmul_int8: %s\n", ggml_cpu_has_matmul_int8() ? "true" : "false");
+
+#ifdef NDEBUG
+    fprintf(stream, "debug: false\n");
+#else
+    fprintf(stream, "debug: true\n");
+#endif // NDEBUG
+
+    fprintf(stream, "model_desc: %s\n", model_desc);
+    fprintf(stream, "n_vocab: %d  # output size of the final layer, 32001 for some models\n", llama_n_vocab(llama_get_model(lctx)));
+
+#ifdef __OPTIMIZE__
+    fprintf(stream, "optimize: true\n");
+#else
+    fprintf(stream, "optimize: false\n");
+#endif // __OPTIMIZE__
+
+    fprintf(stream, "time: %s\n", timestamp.c_str());
+
+    fprintf(stream, "\n");
+    fprintf(stream, "###############\n");
+    fprintf(stream, "# User Inputs #\n");
+    fprintf(stream, "###############\n");
+    fprintf(stream, "\n");
+
+    fprintf(stream, "alias: %s # default: unknown\n", params.model_alias.c_str());
+    fprintf(stream, "batch_size: %d # default: 512\n", params.n_batch);
+    yaml_dump_string_multiline(stream, "cfg_negative_prompt", sparams.cfg_negative_prompt.c_str());
+    fprintf(stream, "cfg_scale: %f # default: 1.0\n", sparams.cfg_scale);
+    fprintf(stream, "chunks: %d # default: -1 (unlimited)\n", params.n_chunks);
+    fprintf(stream, "color: %s # default: false\n", params.use_color ? "true" : "false");
+    fprintf(stream, "ctx_size: %d # default: 512\n", params.n_ctx);
+    fprintf(stream, "escape: %s # default: false\n", params.escape ? "true" : "false");
+    fprintf(stream, "file: # never logged, see prompt instead. Can still be specified for input.\n");
+    fprintf(stream, "frequency_penalty: %f # default: 0.0 \n", sparams.penalty_freq);
+    yaml_dump_string_multiline(stream, "grammar", sparams.grammar.c_str());
+    fprintf(stream, "grammar-file: # never logged, see grammar instead. Can still be specified for input.\n");
+    fprintf(stream, "hellaswag: %s # default: false\n", params.hellaswag ? "true" : "false");
+    fprintf(stream, "hellaswag_tasks: %zu # default: 400\n", params.hellaswag_tasks);
+
+    const auto logit_bias_eos = sparams.logit_bias.find(llama_token_eos(llama_get_model(lctx)));
+    const bool ignore_eos = logit_bias_eos != sparams.logit_bias.end() && logit_bias_eos->second == -INFINITY;
+    fprintf(stream, "ignore_eos: %s # default: false\n", ignore_eos ? "true" : "false");
+
+    yaml_dump_string_multiline(stream, "in_prefix", params.input_prefix.c_str());
+    fprintf(stream, "in_prefix_bos: %s # default: false\n", params.input_prefix_bos ? "true" : "false");
+    yaml_dump_string_multiline(stream, "in_suffix", params.input_prefix.c_str());
+    fprintf(stream, "instruct: %s # default: false\n", params.instruct ? "true" : "false");
+    fprintf(stream, "interactive: %s # default: false\n", params.interactive ? "true" : "false");
+    fprintf(stream, "interactive_specials: %s # default: false\n", params.interactive_specials ? "true" : "false");
+    fprintf(stream, "interactive_first: %s # default: false\n", params.interactive_first ? "true" : "false");
+    fprintf(stream, "keep: %d # default: 0\n", params.n_keep);
+    fprintf(stream, "logdir: %s # default: unset (no logging)\n", params.logdir.c_str());
+
+    fprintf(stream, "logit_bias:\n");
+    for (std::pair<llama_token, float> lb : sparams.logit_bias) {
+        if (ignore_eos && lb.first == logit_bias_eos->first) {
+            continue;
+        }
+        fprintf(stream, "  %d: %f", lb.first, lb.second);
+    }
+
+    fprintf(stream, "lora:\n");
+    for (std::tuple<std::string, float> la : params.lora_adapter) {
+        if (std::get<1>(la) != 1.0f) {
+            continue;
+        }
+        fprintf(stream, "  - %s\n", std::get<0>(la).c_str());
+    }
+    fprintf(stream, "lora_scaled:\n");
+    for (std::tuple<std::string, float> la : params.lora_adapter) {
+        if (std::get<1>(la) == 1.0f) {
+            continue;
+        }
+        fprintf(stream, "  - %s: %f\n", std::get<0>(la).c_str(), std::get<1>(la));
+    }
+    fprintf(stream, "lora_base: %s\n", params.lora_base.c_str());
+    fprintf(stream, "main_gpu: %d # default: 0\n", params.main_gpu);
+    fprintf(stream, "min_keep: %d # default: 0 (disabled)\n", sparams.min_keep);
+    fprintf(stream, "mirostat: %d # default: 0 (disabled)\n", sparams.mirostat);
+    fprintf(stream, "mirostat_ent: %f # default: 5.0\n", sparams.mirostat_tau);
+    fprintf(stream, "mirostat_lr: %f # default: 0.1\n", sparams.mirostat_eta);
+    fprintf(stream, "mlock: %s # default: false\n", params.use_mlock ? "true" : "false");
+    fprintf(stream, "model: %s # default: %s\n", params.model.c_str(), DEFAULT_MODEL_PATH);
+    fprintf(stream, "model_draft: %s # default:\n", params.model_draft.c_str());
+    fprintf(stream, "multiline_input: %s # default: false\n", params.multiline_input ? "true" : "false");
+    fprintf(stream, "n_gpu_layers: %d # default: -1\n", params.n_gpu_layers);
+    fprintf(stream, "n_predict: %d # default: -1 (unlimited)\n", params.n_predict);
+    fprintf(stream, "n_probs: %d # only used by server binary, default: 0\n", sparams.n_probs);
+    fprintf(stream, "no_mmap: %s # default: false\n", !params.use_mmap ? "true" : "false");
+    fprintf(stream, "penalize_nl: %s # default: false\n", sparams.penalize_nl ? "true" : "false");
+    fprintf(stream, "ppl_output_type: %d # default: 0\n", params.ppl_output_type);
+    fprintf(stream, "ppl_stride: %d # default: 0\n", params.ppl_stride);
+    fprintf(stream, "presence_penalty: %f # default: 0.0\n", sparams.penalty_present);
+    yaml_dump_string_multiline(stream, "prompt", params.prompt.c_str());
+    fprintf(stream, "prompt_cache: %s\n", params.path_prompt_cache.c_str());
+    fprintf(stream, "prompt_cache_all: %s # default: false\n", params.prompt_cache_all ? "true" : "false");
+    fprintf(stream, "prompt_cache_ro: %s # default: false\n", params.prompt_cache_ro ? "true" : "false");
+    yaml_dump_vector_int(stream, "prompt_tokens", prompt_tokens);
+    fprintf(stream, "random_prompt: %s # default: false\n", params.random_prompt ? "true" : "false");
+    fprintf(stream, "repeat_penalty: %f # default: 1.1\n", sparams.penalty_repeat);
+
+    fprintf(stream, "reverse_prompt:\n");
+    for (std::string ap : params.antiprompt) {
+        size_t pos = 0;
+        while ((pos = ap.find('\n', pos)) != std::string::npos) {
+            ap.replace(pos, 1, "\\n");
+            pos += 1;
+        }
+
+        fprintf(stream, "  - %s\n", ap.c_str());
+    }
+
+    fprintf(stream, "rope_freq_base: %f # default: 10000.0\n", params.rope_freq_base);
+    fprintf(stream, "rope_freq_scale: %f # default: 1.0\n", params.rope_freq_scale);
+    fprintf(stream, "seed: %u # default: -1 (random seed)\n", params.seed);
+    fprintf(stream, "simple_io: %s # default: false\n", params.simple_io ? "true" : "false");
+    fprintf(stream, "cont_batching: %s # default: false\n", params.cont_batching ? "true" : "false");
+    fprintf(stream, "flash_attn: %s # default: false\n", params.flash_attn ? "true" : "false");
+    fprintf(stream, "temp: %f # default: 0.8\n", sparams.temp);
+
+    const std::vector<float> tensor_split_vector(params.tensor_split, params.tensor_split + llama_max_devices());
+    yaml_dump_vector_float(stream, "tensor_split", tensor_split_vector);
+
+    fprintf(stream, "tfs: %f # default: 1.0\n", sparams.tfs_z);
+    fprintf(stream, "threads: %d # default: %u\n", params.n_threads, std::thread::hardware_concurrency());
+    fprintf(stream, "top_k: %d # default: 40\n", sparams.top_k);
+    fprintf(stream, "top_p: %f # default: 0.95\n", sparams.top_p);
+    fprintf(stream, "min_p: %f # default: 0.0\n", sparams.min_p);
+    fprintf(stream, "typical_p: %f # default: 1.0\n", sparams.typical_p);
+    fprintf(stream, "verbose_prompt: %s # default: false\n", params.verbose_prompt ? "true" : "false");
+    fprintf(stream, "display_prompt: %s # default: true\n", params.display_prompt ? "true" : "false");
+}
diff --git a/common/common.h b/common/common.h
index 6f00a2cca..264504830 100644
--- a/common/common.h
+++ b/common/common.h
@@ -27,7 +27,7 @@
 #define die_fmt(fmt, ...) do { fprintf(stderr, "error: " fmt "\n", __VA_ARGS__); exit(1); } while (0)
 
 #define print_build_info() do {                                                                     \
-    fprintf(stderr, "%s: build = %d (%s)\n", __func__, LLAMA_BUILD_NUMBER, LLAMA_COMMIT);           \
+    fprintf(stderr, "%s: build = %d (%s)\n",      __func__, LLAMA_BUILD_NUMBER, LLAMA_COMMIT);      \
     fprintf(stderr, "%s: built with %s for %s\n", __func__, LLAMA_COMPILER, LLAMA_BUILD_TARGET);    \
 } while(0)
 
@@ -35,14 +35,18 @@
 
 // build info
 extern int LLAMA_BUILD_NUMBER;
-extern char const *LLAMA_COMMIT;
-extern char const *LLAMA_COMPILER;
-extern char const *LLAMA_BUILD_TARGET;
+extern char const * LLAMA_COMMIT;
+extern char const * LLAMA_COMPILER;
+extern char const * LLAMA_BUILD_TARGET;
 
 struct llama_control_vector_load_info;
 
-int get_math_cpu_count();
-int32_t get_num_physical_cores();
+//
+// CPU utils
+//
+
+int32_t cpu_get_num_physical_cores();
+int32_t cpu_get_num_math();
 
 //
 // CLI argument parsing
@@ -51,7 +55,7 @@ int32_t get_num_physical_cores();
 struct gpt_params {
     uint32_t seed                 = LLAMA_DEFAULT_SEED; // RNG seed
 
-    int32_t n_threads             = get_math_cpu_count();
+    int32_t n_threads             = cpu_get_num_math();
     int32_t n_threads_draft       = -1;
     int32_t n_threads_batch       = -1;    // number of threads to use for batch processing (-1 = use n_threads)
     int32_t n_threads_batch_draft = -1;
@@ -82,6 +86,7 @@ struct gpt_params {
     float   yarn_beta_slow        = 1.0f;  // YaRN high correction dim
     int32_t yarn_orig_ctx         = 0;     // YaRN original context length
     float   defrag_thold          = -1.0f; // KV cache defragmentation threshold
+    std::string rpc_servers       = "";    // comma separated list of RPC servers
 
     ggml_backend_sched_eval_callback cb_eval = nullptr;
     void * cb_eval_user_data                 = nullptr;
@@ -140,6 +145,8 @@ struct gpt_params {
     bool random_prompt     = false; // do not randomize prompt if none provided
     bool use_color         = false; // use color to distinguish generations and inputs
     bool interactive       = false; // interactive mode
+    bool interactive_specials = false; // whether to allow special tokens from user, during interactive mode
+    bool special           = false; // enable special token output
     bool conversation      = false; // conversation mode (does not print special tokens and suffix/prefix)
     bool chatml            = false; // chatml mode (used for models trained on chatml syntax)
     bool prompt_cache_all  = false; // save user input and generations to prompt cache
@@ -177,33 +184,34 @@ struct gpt_params {
 
 void gpt_params_handle_model_default(gpt_params & params);
 
-bool parse_kv_override(const char * data, std::vector<llama_model_kv_override> & overrides);
+bool gpt_params_parse_ex   (int argc, char ** argv, gpt_params & params);
+bool gpt_params_parse      (int argc, char ** argv, gpt_params & params);
+bool gpt_params_find_arg   (int argc, char ** argv, const std::string & arg, gpt_params & params, int & i, bool & invalid_param);
+void gpt_params_print_usage(int argc, char ** argv, const gpt_params & params);
 
-bool gpt_params_parse_ex(int argc, char ** argv, gpt_params & params);
-
-bool gpt_params_parse(int argc, char ** argv, gpt_params & params);
-
-void gpt_print_usage(int argc, char ** argv, const gpt_params & params);
-
-bool gpt_params_find_arg(int argc, char ** argv, const std::string & arg, gpt_params & params, int & i, bool & invalid_param);
-
-std::string get_system_info(const gpt_params & params);
-
-std::string gpt_random_prompt(std::mt19937 & rng);
-
-void process_escapes(std::string& input);
-
-bool validate_file_name(const std::string & filename);
+std::string gpt_params_get_system_info(const gpt_params & params);
 
 //
 // String utils
 //
 
-std::vector<llama_sampler_type> sampler_types_from_names(const std::vector<std::string> & names, bool allow_alt_names);
-std::vector<llama_sampler_type> sampler_types_from_chars(const std::string & names_string);
 std::vector<std::string> string_split(std::string input, char separator);
+
 std::string string_strip(const std::string & str);
-std::string sampler_type_to_name_string(llama_sampler_type sampler_type);
+std::string string_get_sortable_timestamp();
+std::string string_random_prompt(std::mt19937 & rng);
+
+bool string_parse_kv_override(const char * data, std::vector<llama_model_kv_override> & overrides);
+void string_process_escapes(std::string & input);
+
+//
+// Filesystem utils
+//
+
+bool fs_validate_filename(const std::string & filename);
+bool fs_create_directory_with_parents(const std::string & path);
+
+std::string fs_get_cache_directory();
 
 //
 // Model utils
@@ -274,29 +282,15 @@ std::string llama_detokenize_bpe(
 // defaults to true when model type is SPM, otherwise false.
 bool llama_should_add_bos_token(const llama_model * model);
 
-//
-// YAML utils
-//
-
-bool create_directory_with_parents(const std::string & path);
-void dump_vector_float_yaml(FILE * stream, const char * prop_name, const std::vector<float> & data);
-void dump_vector_int_yaml(FILE * stream, const char * prop_name, const std::vector<int> & data);
-void dump_string_yaml_multiline(FILE * stream, const char * prop_name, const char * data);
-std::string get_sortable_timestamp();
-
-void dump_non_result_info_yaml(
-    FILE * stream, const gpt_params & params, const llama_context * lctx,
-    const std::string & timestamp, const std::vector<int> & prompt_tokens, const char * model_desc);
-
 //
 // KV cache utils
 //
 
 // Dump the KV cache view with the number of sequences per cell.
-void dump_kv_cache_view(const llama_kv_cache_view & view, int row_size = 80);
+void llama_kv_cache_dump_view(const llama_kv_cache_view & view, int row_size = 80);
 
 // Dump the KV cache view showing individual sequences in each cell (long output).
-void dump_kv_cache_view_seqs(const llama_kv_cache_view & view, int row_size = 40);
+void llama_kv_cache_dump_view_seqs(const llama_kv_cache_view & view, int row_size = 40);
 
 //
 // Embedding utils
@@ -330,6 +324,20 @@ llama_control_vector_data llama_control_vector_load(const std::vector<llama_cont
 //
 // Split utils
 //
+
 static const char * const LLM_KV_SPLIT_NO            = "split.no";
 static const char * const LLM_KV_SPLIT_COUNT         = "split.count";
 static const char * const LLM_KV_SPLIT_TENSORS_COUNT = "split.tensors.count";
+
+//
+// YAML utils
+//
+
+void yaml_dump_vector_float    (FILE * stream, const char * prop_name, const std::vector<float> & data);
+void yaml_dump_vector_int      (FILE * stream, const char * prop_name, const std::vector<int> & data);
+void yaml_dump_string_multiline(FILE * stream, const char * prop_name, const char * data);
+
+void yaml_dump_non_result_info(
+    FILE * stream, const gpt_params & params, const llama_context * lctx,
+    const std::string & timestamp, const std::vector<int> & prompt_tokens, const char * model_desc);
+
diff --git a/common/grammar-parser.cpp b/common/grammar-parser.cpp
index 2a1301569..b5bc7d49b 100644
--- a/common/grammar-parser.cpp
+++ b/common/grammar-parser.cpp
@@ -26,7 +26,7 @@ namespace grammar_parser {
 
     static uint32_t get_symbol_id(parse_state & state, const char * src, size_t len) {
         uint32_t next_id = static_cast<uint32_t>(state.symbol_ids.size());
-        auto result = state.symbol_ids.insert(std::make_pair(std::string(src, len), next_id));
+        auto result = state.symbol_ids.emplace(std::string(src, len), next_id);
         return result.first->second;
     }
 
@@ -142,6 +142,9 @@ namespace grammar_parser {
                 pos++;
                 last_sym_start = out_elements.size();
                 while (*pos != '"') {
+                    if (!*pos) {
+                        throw std::runtime_error("unexpected end of input");
+                    }
                     auto char_pair = parse_char(pos);
                          pos       = char_pair.second;
                     out_elements.push_back({LLAMA_GRETYPE_CHAR, char_pair.first});
@@ -156,6 +159,9 @@ namespace grammar_parser {
                 }
                 last_sym_start = out_elements.size();
                 while (*pos != ']') {
+                    if (!*pos) {
+                        throw std::runtime_error("unexpected end of input");
+                    }
                     auto char_pair = parse_char(pos);
                          pos       = char_pair.second;
                     enum llama_gretype type = last_sym_start < out_elements.size()
@@ -164,6 +170,9 @@ namespace grammar_parser {
 
                     out_elements.push_back({type, char_pair.first});
                     if (pos[0] == '-' && pos[1] != ']') {
+                        if (!pos[1]) {
+                            throw std::runtime_error("unexpected end of input");
+                        }
                         auto endchar_pair = parse_char(pos + 1);
                              pos          = endchar_pair.second;
                         out_elements.push_back({LLAMA_GRETYPE_CHAR_RNG_UPPER, endchar_pair.first});
diff --git a/common/json-schema-to-grammar.cpp b/common/json-schema-to-grammar.cpp
index 0f8f1b1d4..9a71f5d8d 100644
--- a/common/json-schema-to-grammar.cpp
+++ b/common/json-schema-to-grammar.cpp
@@ -272,7 +272,7 @@ private:
                     if (literal.empty()) {
                         return false;
                     }
-                    ret.push_back(std::make_pair(literal, true));
+                    ret.emplace_back(literal, true);
                     literal.clear();
                     return true;
                 };
@@ -298,7 +298,7 @@ private:
             while (i < length) {
                 char c = sub_pattern[i];
                 if (c == '.') {
-                    seq.push_back(std::make_pair(get_dot(), false));
+                    seq.emplace_back(get_dot(), false);
                     i++;
                 } else if (c == '(') {
                     i++;
@@ -307,7 +307,7 @@ private:
                             _warnings.push_back("Unsupported pattern syntax");
                         }
                     }
-                    seq.push_back(std::make_pair("(" + to_rule(transform()) + ")", false));
+                    seq.emplace_back("(" + to_rule(transform()) + ")", false);
                 } else if (c == ')') {
                     i++;
                     if (start > 0 && sub_pattern[start - 1] != '(') {
@@ -331,9 +331,9 @@ private:
                     }
                     square_brackets += ']';
                     i++;
-                    seq.push_back(std::make_pair(square_brackets, false));
+                    seq.emplace_back(square_brackets, false);
                 } else if (c == '|') {
-                    seq.push_back(std::make_pair("|", false));
+                    seq.emplace_back("|", false);
                     i++;
                 } else if (c == '*' || c == '+' || c == '?') {
                     seq.back() = std::make_pair(to_rule(seq.back()) + c, false);
@@ -417,7 +417,7 @@ private:
                         }
                     }
                     if (!literal.empty()) {
-                        seq.push_back(std::make_pair(literal, true));
+                        seq.emplace_back(literal, true);
                     }
                 }
             }
diff --git a/common/log.h b/common/log.h
index 6934c57b2..09fa63c26 100644
--- a/common/log.h
+++ b/common/log.h
@@ -211,7 +211,7 @@ inline std::string log_filename_generator_impl(LogTriState multilog, const std::
         #define LOG_FLF_VAL , __FILE__, __LINE__, __FUNCTION__
     #else
         #define LOG_FLF_FMT "[%24s:%5ld][%24s] "
-        #define LOG_FLF_VAL , __FILE__, __LINE__, __FUNCTION__
+        #define LOG_FLF_VAL , __FILE__, (long)__LINE__, __FUNCTION__
     #endif
 #else
     #define LOG_FLF_FMT "%s"
@@ -224,7 +224,7 @@ inline std::string log_filename_generator_impl(LogTriState multilog, const std::
         #define LOG_TEE_FLF_VAL , __FILE__, __LINE__, __FUNCTION__
     #else
         #define LOG_TEE_FLF_FMT "[%24s:%5ld][%24s] "
-        #define LOG_TEE_FLF_VAL , __FILE__, __LINE__, __FUNCTION__
+        #define LOG_TEE_FLF_VAL , __FILE__, (long)__LINE__, __FUNCTION__
     #endif
 #else
     #define LOG_TEE_FLF_FMT "%s"
@@ -294,7 +294,7 @@ inline std::string log_filename_generator_impl(LogTriState multilog, const std::
 // Main LOG macro.
 //  behaves like printf, and supports arguments the exact same way.
 //
-#ifndef _MSC_VER
+#if !defined(_MSC_VER) || defined(__clang__)
     #define LOG(...) LOG_IMPL(__VA_ARGS__, "")
 #else
     #define LOG(str, ...) LOG_IMPL("%s" str, "", ##__VA_ARGS__, "")
@@ -308,14 +308,14 @@ inline std::string log_filename_generator_impl(LogTriState multilog, const std::
 // Secondary target can be changed just like LOG_TARGET
 //  by defining LOG_TEE_TARGET
 //
-#ifndef _MSC_VER
+#if !defined(_MSC_VER) || defined(__clang__)
     #define LOG_TEE(...) LOG_TEE_IMPL(__VA_ARGS__, "")
 #else
     #define LOG_TEE(str, ...) LOG_TEE_IMPL("%s" str, "", ##__VA_ARGS__, "")
 #endif
 
 // LOG macro variants with auto endline.
-#ifndef _MSC_VER
+#if !defined(_MSC_VER) || defined(__clang__)
     #define LOGLN(...) LOG_IMPL(__VA_ARGS__, "\n")
     #define LOG_TEELN(...) LOG_TEE_IMPL(__VA_ARGS__, "\n")
 #else
diff --git a/common/sampling.cpp b/common/sampling.cpp
index 3715a7985..f1f803516 100644
--- a/common/sampling.cpp
+++ b/common/sampling.cpp
@@ -35,7 +35,7 @@ struct llama_sampling_context * llama_sampling_init(const struct llama_sampling_
 
     result->prev.resize(params.n_prev);
 
-    result->n_considered = 0;
+    result->n_valid = 0;
 
     llama_sampling_set_rng_seed(result, params.seed);
 
@@ -66,7 +66,7 @@ void llama_sampling_reset(llama_sampling_context * ctx) {
 
     std::fill(ctx->prev.begin(), ctx->prev.end(), 0);
     ctx->cur.clear();
-    ctx->n_considered = 0;
+    ctx->n_valid = 0;
 }
 
 void llama_sampling_set_rng_seed(struct llama_sampling_context * ctx, uint32_t seed) {
@@ -125,7 +125,7 @@ std::string llama_sampling_order_print(const llama_sampling_params & params) {
     std::string result = "CFG -> Penalties ";
     if (params.mirostat == 0) {
         for (auto sampler_type : params.samplers_sequence) {
-            const auto sampler_type_name = sampler_type_to_name_string(sampler_type);
+            const auto sampler_type_name = llama_sampling_type_to_str(sampler_type);
             if (!sampler_type_name.empty()) {
                 result += "-> " + sampler_type_name + " ";
             }
@@ -137,6 +137,87 @@ std::string llama_sampling_order_print(const llama_sampling_params & params) {
     return result;
 }
 
+std::string llama_sampling_type_to_str(llama_sampler_type sampler_type) {
+    switch (sampler_type) {
+        case llama_sampler_type::TOP_K:       return "top_k";
+        case llama_sampler_type::TFS_Z:       return "tfs_z";
+        case llama_sampler_type::TYPICAL_P:   return "typical_p";
+        case llama_sampler_type::TOP_P:       return "top_p";
+        case llama_sampler_type::MIN_P:       return "min_p";
+        case llama_sampler_type::TEMPERATURE: return "temperature";
+        default : return "";
+    }
+}
+
+std::vector<llama_sampler_type> llama_sampling_types_from_names(const std::vector<std::string> & names, bool allow_alt_names) {
+    std::unordered_map<std::string, llama_sampler_type> sampler_canonical_name_map {
+        {"top_k",       llama_sampler_type::TOP_K},
+        {"top_p",       llama_sampler_type::TOP_P},
+        {"typical_p",   llama_sampler_type::TYPICAL_P},
+        {"min_p",       llama_sampler_type::MIN_P},
+        {"tfs_z",       llama_sampler_type::TFS_Z},
+        {"temperature", llama_sampler_type::TEMPERATURE}
+    };
+
+    // since samplers names are written multiple ways
+    // make it ready for both system names and input names
+    std::unordered_map<std::string, llama_sampler_type> sampler_alt_name_map {
+        {"top-k",       llama_sampler_type::TOP_K},
+        {"top-p",       llama_sampler_type::TOP_P},
+        {"nucleus",     llama_sampler_type::TOP_P},
+        {"typical-p",   llama_sampler_type::TYPICAL_P},
+        {"typical",     llama_sampler_type::TYPICAL_P},
+        {"min-p",       llama_sampler_type::MIN_P},
+        {"tfs-z",       llama_sampler_type::TFS_Z},
+        {"tfs",         llama_sampler_type::TFS_Z},
+        {"temp",        llama_sampler_type::TEMPERATURE}
+    };
+
+    std::vector<llama_sampler_type> sampler_types;
+    sampler_types.reserve(names.size());
+    for (const auto & name : names)
+    {
+        auto sampler_item = sampler_canonical_name_map.find(name);
+        if (sampler_item != sampler_canonical_name_map.end())
+        {
+            sampler_types.push_back(sampler_item->second);
+        }
+        else
+        {
+            if (allow_alt_names)
+            {
+                sampler_item = sampler_alt_name_map.find(name);
+                if (sampler_item != sampler_alt_name_map.end())
+                {
+                    sampler_types.push_back(sampler_item->second);
+                }
+            }
+        }
+    }
+    return sampler_types;
+}
+
+std::vector<llama_sampler_type> llama_sampling_types_from_chars(const std::string & names_string) {
+    std::unordered_map<char, llama_sampler_type> sampler_name_map {
+        {'k', llama_sampler_type::TOP_K},
+        {'p', llama_sampler_type::TOP_P},
+        {'y', llama_sampler_type::TYPICAL_P},
+        {'m', llama_sampler_type::MIN_P},
+        {'f', llama_sampler_type::TFS_Z},
+        {'t', llama_sampler_type::TEMPERATURE}
+    };
+
+    std::vector<llama_sampler_type> sampler_types;
+    sampler_types.reserve(names_string.size());
+    for (const auto & c : names_string) {
+        const auto sampler_item = sampler_name_map.find(c);
+        if (sampler_item != sampler_name_map.end()) {
+            sampler_types.push_back(sampler_item->second);
+        }
+    }
+    return sampler_types;
+}
+
 // no reasons to expose this function in header
 static void sampler_queue(
                    struct llama_context * ctx_main,
@@ -179,7 +260,7 @@ static llama_token llama_sampling_sample_impl(
                   struct llama_context * ctx_main,
                   struct llama_context * ctx_cfg,
                   const int idx,
-                  bool is_resampling) {  // Add a parameter to indicate if we are resampling
+                  bool is_resampling) {
     const llama_sampling_params & params = ctx_sampling->params;
 
     const float   temp            = params.temp;
@@ -188,8 +269,8 @@ static llama_token llama_sampling_sample_impl(
     const float   mirostat_eta    = params.mirostat_eta;
 
     std::vector<float> original_logits;
-    auto cur_p = llama_sampling_prepare(ctx_sampling, ctx_main, ctx_cfg, idx, !is_resampling, &original_logits);
-    if (!is_resampling) {
+    auto cur_p = llama_sampling_prepare(ctx_sampling, ctx_main, ctx_cfg, idx, /* apply_grammar= */ is_resampling, &original_logits);
+    if (ctx_sampling->grammar != NULL && !is_resampling) {
         GGML_ASSERT(!original_logits.empty());
     }
     llama_token id = 0;
@@ -252,11 +333,11 @@ static llama_token llama_sampling_sample_impl(
             // Restore logits from the copy
             std::copy(original_logits.begin(), original_logits.end(), logits);
 
-            return llama_sampling_sample_impl(ctx_sampling, ctx_main, ctx_cfg, idx, true);  // Pass true for is_resampling
+            return llama_sampling_sample_impl(ctx_sampling, ctx_main, ctx_cfg, idx, /* is_resampling= */ true);
         }
     }
 
-    ctx_sampling->n_considered = cur_p.size;
+    ctx_sampling->n_valid = temp == 0.0f ? 0 : cur_p.size;
 
     return id;
 }
@@ -285,7 +366,8 @@ static llama_token_data_array llama_sampling_prepare_impl(
     // Get a pointer to the logits
     float * logits = llama_get_logits_ith(ctx_main, idx);
 
-    if (apply_grammar && original_logits != NULL) {
+    if (ctx_sampling->grammar != NULL && !apply_grammar) {
+        GGML_ASSERT(original_logits != NULL);
         // Only make a copy of the original logits if we are not applying grammar checks, not sure if I actually have to do this.
         *original_logits = {logits, logits + llama_n_vocab(llama_get_model(ctx_main))};
     }
@@ -342,7 +424,7 @@ llama_token llama_sampling_sample(
                   struct llama_context * ctx_cfg,
                   const int idx) {
     // Call the implementation function with is_resampling set to false by default
-    return llama_sampling_sample_impl(ctx_sampling, ctx_main, ctx_cfg, idx, false);
+    return llama_sampling_sample_impl(ctx_sampling, ctx_main, ctx_cfg, idx, /* is_resampling= */ false);
 }
 
 llama_token_data_array llama_sampling_prepare(
diff --git a/common/sampling.h b/common/sampling.h
index 5b73ecdcd..eeaa53b8b 100644
--- a/common/sampling.h
+++ b/common/sampling.h
@@ -81,7 +81,7 @@ struct llama_sampling_context {
     // TODO: replace with ring-buffer
     std::vector<llama_token>      prev;
     std::vector<llama_token_data> cur;
-    size_t n_considered;
+    size_t n_valid; // Number of correct top tokens with correct probabilities.
 
     std::mt19937 rng;
 };
@@ -116,6 +116,11 @@ std::string llama_sampling_print(const llama_sampling_params & params);
 // Print sampling order into a string
 std::string llama_sampling_order_print(const llama_sampling_params & params);
 
+std::string llama_sampling_type_to_str(llama_sampler_type sampler_type);
+
+std::vector<llama_sampler_type> llama_sampling_types_from_names(const std::vector<std::string> & names, bool allow_alt_names);
+std::vector<llama_sampler_type> llama_sampling_types_from_chars(const std::string & names_string);
+
 // this is a common sampling function used across the examples for convenience
 // it can serve as a starting point for implementing your own sampling function
 // Note: When using multiple sequences, it is the caller's responsibility to call
diff --git a/common/train.cpp b/common/train.cpp
index 0dbfd24df..fef1e57c9 100644
--- a/common/train.cpp
+++ b/common/train.cpp
@@ -1052,7 +1052,7 @@ struct train_params_common get_default_train_params_common() {
 
     params.custom_n_ctx = false;
 
-    params.use_flash              = true;
+    params.use_flash              = false;
     params.use_checkpointing      = true;
 
     params.sample_start           = "";
@@ -1380,7 +1380,7 @@ bool consume_common_train_arg(
 
 void finish_processing_train_args(struct train_params_common * params) {
     if (params->escape) {
-        process_escapes(params->sample_start);
+        string_process_escapes(params->sample_start);
     }
 }
 
diff --git a/convert-hf-to-gguf-update.py b/convert-hf-to-gguf-update.py
index a26f45a5f..84b72348d 100755
--- a/convert-hf-to-gguf-update.py
+++ b/convert-hf-to-gguf-update.py
@@ -20,11 +20,13 @@
 # - Update llama.cpp with the new pre-tokenizer if necessary
 #
 # TODO: generate tokenizer tests for llama.cpp
-# TODO: automate the update of convert-hf-to-gguf.py
 #
 
 import logging
 import os
+import pathlib
+import re
+
 import requests
 import sys
 import json
@@ -35,6 +37,7 @@ from transformers import AutoTokenizer
 
 logging.basicConfig(level=logging.DEBUG)
 logger = logging.getLogger("convert-hf-to-gguf-update")
+sess = requests.Session()
 
 
 class TOKENIZER_TYPE(IntEnum):
@@ -49,6 +52,10 @@ chktxt = '\n \n\n \n\n\n \t \t\t \t\n  \n   \n    \n     \n🚀 (normal) 😶‍
 
 if len(sys.argv) == 2:
     token = sys.argv[1]
+    if not token.startswith("hf_"):
+        logger.info("Huggingface token seems invalid")
+        logger.info("Usage: python convert-hf-to-gguf-update.py <huggingface_token>")
+        sys.exit(1)
 else:
     logger.info("Usage: python convert-hf-to-gguf-update.py <huggingface_token>")
     sys.exit(1)
@@ -65,70 +72,56 @@ models = [
     {"name": "mpt",            "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/mosaicml/mpt-7b", },
     {"name": "starcoder",      "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/bigcode/starcoder2-3b", },
     {"name": "gpt-2",          "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/openai-community/gpt2", },
+    {"name": "stablelm2",      "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b", },
     {"name": "refact",         "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/smallcloudai/Refact-1_6-base", },
     {"name": "command-r",      "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/CohereForAI/c4ai-command-r-v01", },
     {"name": "qwen2",          "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/Qwen/Qwen1.5-7B", },
     {"name": "olmo",           "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/allenai/OLMo-1.7-7B-hf", },
     {"name": "dbrx",           "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/databricks/dbrx-base", },
+    {"name": "jina-v2-en",     "tokt": TOKENIZER_TYPE.WPM, "repo": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", }, # WPM!
+    {"name": "jina-v2-es",     "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/jinaai/jina-embeddings-v2-base-es", },
+    {"name": "jina-v2-de",     "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/jinaai/jina-embeddings-v2-base-de", },
+    {"name": "smaug-bpe",      "tokt": TOKENIZER_TYPE.BPE, "repo": "https://huggingface.co/abacusai/Smaug-Llama-3-70B-Instruct", },
 ]
 
-# make directory "models/tokenizers" if it doesn't exist
-if not os.path.exists("models/tokenizers"):
-    os.makedirs("models/tokenizers")
-
 
 def download_file_with_auth(url, token, save_path):
     headers = {"Authorization": f"Bearer {token}"}
-    response = requests.get(url, headers=headers)
-    if response.status_code == 200:
-        with open(save_path, 'wb') as f:
-            f.write(response.content)
-        logger.info(f"File {save_path} downloaded successfully")
-    else:
-        logger.info(f"Failed to download file. Status code: {response.status_code}")
+    response = sess.get(url, headers=headers)
+    response.raise_for_status()
+    os.makedirs(os.path.dirname(save_path), exist_ok=True)
+    with open(save_path, 'wb') as f:
+        f.write(response.content)
+    logger.info(f"File {save_path} downloaded successfully")
 
 
-# download the tokenizer models
-for model in models:
+def download_model(model):
     name = model["name"]
     repo = model["repo"]
     tokt = model["tokt"]
 
-    if not os.path.exists(f"models/tokenizers/{name}"):
-        os.makedirs(f"models/tokenizers/{name}")
-    else:
-        logger.info(f"Directory models/tokenizers/{name} already exists - skipping")
-        continue
-
-    logger.info(f"Downloading {name} to models/tokenizers/{name}")
-
-    url = f"{repo}/raw/main/config.json"
-    save_path = f"models/tokenizers/{name}/config.json"
-    download_file_with_auth(url, token, save_path)
-
-    url = f"{repo}/raw/main/tokenizer.json"
-    save_path = f"models/tokenizers/{name}/tokenizer.json"
-    download_file_with_auth(url, token, save_path)
-
-    # if downloaded file is less than 1KB, we likely need to download an LFS instead
-    if os.path.getsize(save_path) < 1024:
-        # remove the file
-        os.remove(save_path)
-        url = f"{repo}/resolve/main/tokenizer.json"
-        save_path = f"models/tokenizers/{name}/tokenizer.json"
-        download_file_with_auth(url, token, save_path)
+    os.makedirs(f"models/tokenizers/{name}", exist_ok=True)
 
+    files = ["config.json", "tokenizer.json", "tokenizer_config.json"]
     if tokt == TOKENIZER_TYPE.SPM:
-        url = f"{repo}/resolve/main/tokenizer.model"
-        save_path = f"models/tokenizers/{name}/tokenizer.model"
-        download_file_with_auth(url, token, save_path)
+        files.append("tokenizer.model")
+
+    for file in files:
+        save_path = f"models/tokenizers/{name}/{file}"
+        if os.path.isfile(save_path):
+            logger.info(f"{name}: File {save_path} already exists - skipping")
+            continue
+        download_file_with_auth(f"{repo}/resolve/main/{file}", token, save_path)
+
+
+for model in models:
+    try:
+        download_model(model)
+    except Exception as e:
+        logger.error(f"Failed to download model {model['name']}. Error: {e}")
 
-    url = f"{repo}/raw/main/tokenizer_config.json"
-    save_path = f"models/tokenizers/{name}/tokenizer_config.json"
-    download_file_with_auth(url, token, save_path)
 
 # generate the source code for the convert-hf-to-gguf.py:get_vocab_base_pre() function:
-# TODO: auto-update convert-hf-to-gguf.py with the generated function
 
 src_ifs = ""
 for model in models:
@@ -138,8 +131,17 @@ for model in models:
     if tokt == TOKENIZER_TYPE.SPM:
         continue
 
+    # Skip if the tokenizer folder does not exist or there are other download issues previously
+    if not os.path.exists(f"models/tokenizers/{name}"):
+        logger.warning(f"Directory for tokenizer {name} not found. Skipping...")
+        continue
+
     # create the tokenizer
-    tokenizer = AutoTokenizer.from_pretrained(f"models/tokenizers/{name}")
+    try:
+        tokenizer = AutoTokenizer.from_pretrained(f"models/tokenizers/{name}")
+    except OSError as e:
+        logger.error(f"Error loading tokenizer for model {name}. The model may not exist or is not accessible with the provided token. Error: {e}")
+        continue  # Skip to the next model if the tokenizer can't be loaded
 
     chktok = tokenizer.encode(chktxt)
     chkhsh = sha256(str(chktok).encode()).hexdigest()
@@ -157,6 +159,8 @@ for model in models:
         logger.info("normalizer: " + json.dumps(normalizer, indent=4))
         pre_tokenizer = cfg["pre_tokenizer"]
         logger.info("pre_tokenizer: " + json.dumps(pre_tokenizer, indent=4))
+        if "ignore_merges" in cfg["model"]:
+            logger.info("ignore_merges: " + json.dumps(cfg["model"]["ignore_merges"], indent=4))
 
     logger.info("")
 
@@ -206,11 +210,18 @@ src_func = f"""
         return res
 """
 
-print(src_func) # noqa: NP100
+convert_py_pth = pathlib.Path("convert-hf-to-gguf.py")
+convert_py = convert_py_pth.read_text()
+convert_py = re.sub(
+    r"(# Marker: Start get_vocab_base_pre)(.+?)( +# Marker: End get_vocab_base_pre)",
+    lambda m: m.group(1) + src_func + m.group(3),
+    convert_py,
+    flags=re.DOTALL | re.MULTILINE,
+)
 
-logger.info("\n")
-logger.info("!!! Copy-paste the function above into convert-hf-to-gguf.py !!!")
-logger.info("\n")
+convert_py_pth.write_text(convert_py)
+
+logger.info("+++ convert-hf-to-gguf.py was updated")
 
 # generate tests for each tokenizer model
 
@@ -257,6 +268,7 @@ tests = [
     "3333333",
     "33333333",
     "333333333",
+    # "Cửa Việt", # llama-bpe fails on this
     chktxt,
 ]
 
@@ -277,8 +289,17 @@ for model in models:
     name = model["name"]
     tokt = model["tokt"]
 
+    # Skip if the tokenizer folder does not exist or there are other download issues previously
+    if not os.path.exists(f"models/tokenizers/{name}"):
+        logger.warning(f"Directory for tokenizer {name} not found. Skipping...")
+        continue
+
     # create the tokenizer
-    tokenizer = AutoTokenizer.from_pretrained(f"models/tokenizers/{name}")
+    try:
+        tokenizer = AutoTokenizer.from_pretrained(f"models/tokenizers/{name}")
+    except OSError as e:
+        logger.error(f"Failed to load tokenizer for model {name}. Error: {e}")
+        continue  # Skip this model and continue with the next one in the loop
 
     with open(f"models/ggml-vocab-{name}.gguf.inp", "w", encoding="utf-8") as f:
         for text in tests:
diff --git a/convert-hf-to-gguf.py b/convert-hf-to-gguf.py
index 454e9fcdd..9f29cda23 100755
--- a/convert-hf-to-gguf.py
+++ b/convert-hf-to-gguf.py
@@ -9,12 +9,12 @@ import json
 import os
 import re
 import sys
-from abc import ABC, abstractmethod
 from enum import IntEnum
 from pathlib import Path
 from hashlib import sha256
-from typing import TYPE_CHECKING, Any, Callable, ContextManager, Iterator, Sequence, TypeVar, cast
+from typing import TYPE_CHECKING, Any, Callable, ContextManager, Iterable, Iterator, Sequence, TypeVar, cast
 
+import math
 import numpy as np
 import torch
 
@@ -25,8 +25,6 @@ if 'NO_LOCAL_GGUF' not in os.environ:
     sys.path.insert(1, str(Path(__file__).parent / 'gguf-py'))
 import gguf
 
-from convert import LlamaHfVocab, permute
-
 logger = logging.getLogger("hf-to-gguf")
 
 
@@ -44,29 +42,67 @@ class SentencePieceTokenTypes(IntEnum):
 AnyModel = TypeVar("AnyModel", bound="type[Model]")
 
 
-class Model(ABC):
+class Model:
     _model_classes: dict[str, type[Model]] = {}
 
-    def __init__(self, dir_model: Path, ftype: int, fname_out: Path, is_big_endian: bool, use_temp_file: bool):
+    dir_model: Path
+    ftype: int
+    is_big_endian: bool
+    endianess: gguf.GGUFEndian
+    use_temp_file: bool
+    lazy: bool
+    part_names: list[str]
+    is_safetensors: bool
+    hparams: dict[str, Any]
+    block_count: int
+    tensor_map: gguf.TensorNameMap
+    tensor_names: set[str] | None
+    fname_out: Path
+    gguf_writer: gguf.GGUFWriter
+
+    # subclasses should define this!
+    model_arch: gguf.MODEL_ARCH
+
+    def __init__(self, dir_model: Path, ftype: gguf.LlamaFileType, fname_out: Path, is_big_endian: bool, use_temp_file: bool, eager: bool):
+        if type(self) is Model:
+            raise TypeError(f"{type(self).__name__!r} should not be directly instantiated")
         self.dir_model = dir_model
         self.ftype = ftype
-        self.fname_out = fname_out
         self.is_big_endian = is_big_endian
         self.endianess = gguf.GGUFEndian.BIG if is_big_endian else gguf.GGUFEndian.LITTLE
         self.use_temp_file = use_temp_file
-        self.is_safetensors = self._is_model_safetensors()
-        self.num_parts = Model.count_model_parts(self.dir_model, ".safetensors" if self.is_safetensors else ".bin")
-        self.part_names = self._get_part_names()
+        self.lazy = not eager
+        self.part_names = Model.get_model_part_names(self.dir_model, ".safetensors")
+        self.is_safetensors = len(self.part_names) > 0
+        if not self.is_safetensors:
+            self.part_names = Model.get_model_part_names(self.dir_model, ".bin")
         self.hparams = Model.load_hparams(self.dir_model)
-        self.gguf_writer = gguf.GGUFWriter(fname_out, gguf.MODEL_ARCH_NAMES[self.model_arch], endianess=self.endianess, use_temp_file=self.use_temp_file)
         self.block_count = self.find_hparam(["n_layers", "num_hidden_layers", "n_layer"])
+        self.tensor_map = gguf.get_tensor_name_map(self.model_arch, self.block_count)
+        self.tensor_names = None
+        if self.ftype == gguf.LlamaFileType.GUESSED:
+            # NOTE: can't use field "torch_dtype" in config.json, because some finetunes lie.
+            _, first_tensor = next(self.get_tensors())
+            if first_tensor.dtype == torch.float16:
+                logger.info(f"choosing --outtype f16 from first tensor type ({first_tensor.dtype})")
+                self.ftype = gguf.LlamaFileType.MOSTLY_F16
+            else:
+                logger.info(f"choosing --outtype bf16 from first tensor type ({first_tensor.dtype})")
+                self.ftype = gguf.LlamaFileType.MOSTLY_BF16
+        ftype_up: str = self.ftype.name.partition("_")[2].upper()
+        ftype_lw: str = ftype_up.lower()
+        # allow templating the file name with the output ftype, useful with the "auto" ftype
+        self.fname_out = fname_out.parent / fname_out.name.format(ftype_lw, outtype=ftype_lw, ftype=ftype_lw, OUTTYPE=ftype_up, FTYPE=ftype_up)
+        self.gguf_writer = gguf.GGUFWriter(self.fname_out, gguf.MODEL_ARCH_NAMES[self.model_arch], endianess=self.endianess, use_temp_file=self.use_temp_file)
 
-    @property
-    @abstractmethod
-    def model_arch(self) -> gguf.MODEL_ARCH:
-        pass
+    @classmethod
+    def __init_subclass__(cls):
+        # can't use an abstract property, because overriding it without type errors
+        # would require using decorated functions instead of simply defining the property
+        if "model_arch" not in cls.__dict__:
+            raise TypeError(f"Missing property 'model_arch' for {cls.__name__!r}")
 
-    def find_hparam(self, keys: Sequence[str], optional: bool = False) -> Any:
+    def find_hparam(self, keys: Iterable[str], optional: bool = False) -> Any:
         key = next((k for k in keys if k in self.hparams), None)
         if key is not None:
             return self.hparams[key]
@@ -78,6 +114,22 @@ class Model(ABC):
         self._set_vocab_gpt2()
 
     def get_tensors(self) -> Iterator[tuple[str, Tensor]]:
+        tensor_names_from_parts: set[str] = set()
+
+        if len(self.part_names) > 1:
+            self.tensor_names = set()
+            index_name = "model.safetensors" if self.is_safetensors else "pytorch_model.bin"
+            index_name += ".index.json"
+            logger.info(f"gguf: loading model weight map from '{index_name}'")
+            with open(self.dir_model / index_name, "r", encoding="utf-8") as f:
+                index: dict[str, Any] = json.load(f)
+                weight_map = index.get("weight_map")
+                if weight_map is None or not isinstance(weight_map, dict):
+                    raise ValueError(f"Can't load 'weight_map' from {index_name!r}")
+                self.tensor_names.update(weight_map.keys())
+        else:
+            self.tensor_names = tensor_names_from_parts
+
         for part_name in self.part_names:
             logger.info(f"gguf: loading model part '{part_name}'")
             ctx: ContextManager[Any]
@@ -88,10 +140,46 @@ class Model(ABC):
                 ctx = contextlib.nullcontext(torch.load(str(self.dir_model / part_name), map_location="cpu", mmap=True, weights_only=True))
 
             with ctx as model_part:
+                tensor_names_from_parts.update(model_part.keys())
+
                 for name in model_part.keys():
                     data = model_part.get_tensor(name) if self.is_safetensors else model_part[name]
+                    if self.lazy:
+                        data = LazyTorchTensor.from_eager(data)
                     yield name, data
 
+        # only verify tensor name presence; it doesn't matter if they are not in the right files
+        if len(sym_diff := tensor_names_from_parts.symmetric_difference(self.tensor_names)) > 0:
+            raise ValueError(f"Mismatch between weight map and model parts for tensor names: {sym_diff}")
+
+    def format_tensor_name(self, key: gguf.MODEL_TENSOR, bid: int | None = None, suffix: str = ".weight") -> str:
+        if key not in gguf.MODEL_TENSORS[self.model_arch]:
+            raise ValueError(f"Missing {key!r} for MODEL_TENSORS of {self.model_arch!r}")
+        name: str = gguf.TENSOR_NAMES[key]
+        if "{bid}" in name:
+            assert bid is not None
+            name = name.format(bid=bid)
+        return name + suffix
+
+    def match_model_tensor_name(self, name: str, key: gguf.MODEL_TENSOR, bid: int | None, suffix: str = ".weight") -> bool:
+        if key not in gguf.MODEL_TENSORS[self.model_arch]:
+            return False
+        key_name: str = gguf.TENSOR_NAMES[key]
+        if "{bid}" in key_name:
+            if bid is None:
+                return False
+            key_name = key_name.format(bid=bid)
+        else:
+            if bid is not None:
+                return False
+        return name == (key_name + suffix)
+
+    def map_tensor_name(self, name: str, try_suffixes: Sequence[str] = (".weight", ".bias")) -> str:
+        new_name = self.tensor_map.get_name(key=name, try_suffixes=try_suffixes)
+        if new_name is None:
+            raise ValueError(f"Can not map tensor {name!r}")
+        return new_name
+
     def set_gguf_parameters(self):
         self.gguf_writer.add_name(self.dir_model.name)
         self.gguf_writer.add_block_count(self.block_count)
@@ -135,12 +223,27 @@ class Model(ABC):
         self.gguf_writer.add_file_type(self.ftype)
         logger.info(f"gguf: file type = {self.ftype}")
 
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
+        return [(self.map_tensor_name(name), data_torch)]
+
+    def extra_f32_tensors(self, name: str, new_name: str, bid: int | None, n_dims: int) -> bool:
+        del name, new_name, bid, n_dims  # unused
+
+        return False
+
+    def extra_f16_tensors(self, name: str, new_name: str, bid: int | None, n_dims: int) -> bool:
+        del name, new_name, bid, n_dims  # unused
+
+        return False
+
     def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+        max_name_len = max(len(s) for _, s in self.tensor_map.mapping.values()) + len(".weight,")
+
         for name, data_torch in self.get_tensors():
             # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
+            if name.endswith((".attention.masked_bias", ".attention.bias", ".rotary_emb.inv_freq")):
                 continue
 
             old_dtype = data_torch.dtype
@@ -149,37 +252,80 @@ class Model(ABC):
             if data_torch.dtype not in (torch.float16, torch.float32):
                 data_torch = data_torch.to(torch.float32)
 
-            data = data_torch.squeeze().numpy()
+            # use the first number-like part of the tensor name as the block id
+            bid = None
+            for part in name.split("."):
+                if part.isdecimal():
+                    bid = int(part)
+                    break
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+            for new_name, data in ((n, d.squeeze().numpy()) for n, d in self.modify_tensors(data_torch, name, bid)):
+                data: np.ndarray = data  # type hint
+                n_dims = len(data.shape)
+                data_dtype = data.dtype
+                data_qtype: gguf.GGMLQuantizationType | None = None
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
+                # when both are True, f32 should win
+                extra_f32 = self.extra_f32_tensors(name, new_name, bid, n_dims)
+                extra_f16 = self.extra_f16_tensors(name, new_name, bid, n_dims)
 
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
+                # Most of the codebase that takes in 1D tensors or norms only handles F32 tensors
+                # Conditions should closely match those in llama_model_quantize_internal in llama.cpp
+                extra_f32 = any(cond for cond in (
+                    extra_f32,
+                    n_dims == 1,
+                    new_name.endswith("_norm.weight"),
+                ))
 
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and (n_dims == 1 or new_name.endswith("_norm.weight")):
-                data = data.astype(np.float32)
+                # Some tensor types are always in float32
+                extra_f32 = extra_f32 or any(self.match_model_tensor_name(new_name, key, bid) for key in (
+                    gguf.MODEL_TENSOR.FFN_GATE_INP,
+                    gguf.MODEL_TENSOR.POS_EMBD,
+                    gguf.MODEL_TENSOR.TOKEN_TYPES,
+                ))
 
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
+                # if f16 desired, convert any float32 2-dim weight tensors to float16
+                extra_f16 = any(cond for cond in (
+                    extra_f16,
+                    (name.endswith(".weight") and n_dims >= 2),
+                ))
 
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
+                if self.ftype != gguf.LlamaFileType.ALL_F32 and extra_f16 and not extra_f32:
+                    if self.ftype == gguf.LlamaFileType.MOSTLY_BF16:
+                        data = gguf.quantize_bf16(data)
+                        assert data.dtype == np.int16
+                        data_qtype = gguf.GGMLQuantizationType.BF16
 
-            self.gguf_writer.add_tensor(new_name, data)
+                    elif self.ftype == gguf.LlamaFileType.MOSTLY_Q8_0 and gguf.can_quantize_to_q8_0(data):
+                        data = gguf.quantize_q8_0(data)
+                        assert data.dtype == np.uint8
+                        data_qtype = gguf.GGMLQuantizationType.Q8_0
+
+                    else:  # default to float16 for quantized tensors
+                        if data_dtype != np.float16:
+                            data = data.astype(np.float16)
+                        data_qtype = gguf.GGMLQuantizationType.F16
+
+                if data_qtype is None:  # by default, convert to float32
+                    if data_dtype != np.float32:
+                        data = data.astype(np.float32)
+                    data_qtype = gguf.GGMLQuantizationType.F32
+
+                shape = gguf.quant_shape_from_byte_shape(data.shape, data_qtype) if data.dtype == np.uint8 else data.shape
+
+                # reverse shape to make it similar to the internal ggml dimension order
+                shape_str = f"{{{', '.join(str(n) for n in reversed(shape))}}}"
+
+                # n_dims is implicit in the shape
+                logger.info(f"{f'%-{max_name_len}s' % f'{new_name},'} {old_dtype} --> {data_qtype.name}, shape = {shape_str}")
+
+                self.gguf_writer.add_tensor(new_name, data, raw_dtype=data_qtype)
 
     def write(self):
         self.write_tensors()
         self.gguf_writer.write_header_to_file()
         self.gguf_writer.write_kv_data_to_file()
-        self.gguf_writer.write_tensors_to_file()
+        self.gguf_writer.write_tensors_to_file(progress=True)
         self.gguf_writer.close()
 
     def write_vocab(self):
@@ -188,16 +334,18 @@ class Model(ABC):
         self.gguf_writer.close()
 
     @staticmethod
-    def count_model_parts(dir_model: Path, prefix: str) -> int:
-        num_parts = 0
+    def get_model_part_names(dir_model: Path, suffix: str) -> list[str]:
+        part_names: list[str] = []
         for filename in os.listdir(dir_model):
-            if filename.endswith(prefix):
-                num_parts += 1
+            if filename.endswith(suffix):
+                part_names.append(filename)
 
-        return num_parts
+        part_names.sort()
+
+        return part_names
 
     @staticmethod
-    def load_hparams(dir_model):
+    def load_hparams(dir_model: Path):
         with open(dir_model / "config.json", "r", encoding="utf-8") as f:
             return json.load(f)
 
@@ -205,32 +353,19 @@ class Model(ABC):
     def register(cls, *names: str) -> Callable[[AnyModel], AnyModel]:
         assert names
 
-        def func(modelcls: type[Model]):
+        def func(modelcls: AnyModel) -> AnyModel:
             for name in names:
                 cls._model_classes[name] = modelcls
             return modelcls
         return func
 
     @classmethod
-    def from_model_architecture(cls, arch):
+    def from_model_architecture(cls, arch: str) -> type[Model]:
         try:
             return cls._model_classes[arch]
         except KeyError:
             raise NotImplementedError(f'Architecture {arch!r} not supported!') from None
 
-    def _is_model_safetensors(self) -> bool:
-        return Model.count_model_parts(self.dir_model, ".safetensors") > 0
-
-    def _get_part_names(self):
-        if self.is_safetensors:
-            if self.num_parts == 1:  # there's only one .safetensors file
-                return ("model.safetensors",)
-            return (f"model-{n:05}-of-{self.num_parts:05}.safetensors" for n in range(1, self.num_parts + 1))
-
-        if self.num_parts == 1:  # there's only one .bin file
-            return ("pytorch_model.bin",)
-        return (f"pytorch_model-{n:05}-of-{self.num_parts:05}.bin" for n in range(1, self.num_parts + 1))
-
     # used for GPT-2 BPE and WordPiece vocabs
     def get_vocab_base(self) -> tuple[list[str], list[int], str]:
         tokens: list[str] = []
@@ -265,6 +400,7 @@ class Model(ABC):
     # NOTE: this function is generated by convert-hf-to-gguf-update.py
     #       do not modify it manually!
     # ref:  https://github.com/ggerganov/llama.cpp/pull/6920
+    # Marker: Start get_vocab_base_pre
     def get_vocab_base_pre(self, tokenizer) -> str:
         # encoding this string and hashing the resulting tokens would (hopefully) give us a unique identifier that
         # is specific for the BPE pre-tokenizer used by the model
@@ -308,6 +444,9 @@ class Model(ABC):
         if chkhsh == "3ce83efda5659b07b1ad37ca97ca5797ea4285d9b9ab0dc679e4a720c9da7454":
             # ref: https://huggingface.co/openai-community/gpt2
             res = "gpt-2"
+        if chkhsh == "32d85c31273f8019248f2559fed492d929ea28b17e51d81d3bb36fff23ca72b3":
+            # ref: https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b
+            res = "stablelm2"
         if chkhsh == "6221ad2852e85ce96f791f476e0b390cf9b474c9e3d1362f53a24a06dc8220ff":
             # ref: https://huggingface.co/smallcloudai/Refact-1_6-base
             res = "refact"
@@ -321,8 +460,20 @@ class Model(ABC):
             # ref: https://huggingface.co/allenai/OLMo-1.7-7B-hf
             res = "olmo"
         if chkhsh == "a8594e3edff7c29c003940395316294b2c623e09894deebbc65f33f1515df79e":
-            # ref: https://huggingface.co/databricks/dbrx-instruct
+            # ref: https://huggingface.co/databricks/dbrx-base
             res = "dbrx"
+        if chkhsh == "0876d13b50744004aa9aeae05e7b0647eac9d801b5ba4668afc01e709c15e19f":
+            # ref: https://huggingface.co/jinaai/jina-embeddings-v2-base-en
+            res = "jina-v2-en"
+        if chkhsh == "171aeeedd6fb548d418a7461d053f11b6f1f1fc9b387bd66640d28a4b9f5c643":
+            # ref: https://huggingface.co/jinaai/jina-embeddings-v2-base-es
+            res = "jina-v2-es"
+        if chkhsh == "27949a2493fc4a9f53f5b9b029c82689cfbe5d3a1929bb25e043089e28466de6":
+            # ref: https://huggingface.co/jinaai/jina-embeddings-v2-base-de
+            res = "jina-v2-de"
+        if chkhsh == "c136ed14d01c2745d4f60a9596ae66800e2b61fa45643e72436041855ad4089d":
+            # ref: https://huggingface.co/abacusai/Smaug-Llama-3-70B-Instruct
+            res = "smaug-bpe"
 
         if res is None:
             logger.warning("\n")
@@ -343,6 +494,7 @@ class Model(ABC):
         logger.debug(f"chkhsh: {chkhsh}")
 
         return res
+        # Marker: End get_vocab_base_pre
 
     def _set_vocab_gpt2(self) -> None:
         tokens, toktypes, tokpre = self.get_vocab_base()
@@ -380,7 +532,7 @@ class Model(ABC):
 
         # for this kind of tokenizer, added_vocab is not a subset of vocab, so they need to be combined
         added_vocab = tokenizer.special_tokens
-        reverse_vocab = {id_ : encoded_tok for encoded_tok, id_ in (vocab | added_vocab).items()}
+        reverse_vocab = {id_ : encoded_tok for encoded_tok, id_ in {**vocab, **added_vocab}.items()}
 
         for i in range(vocab_size):
             if i not in reverse_vocab:
@@ -420,50 +572,56 @@ class Model(ABC):
         if not tokenizer_path.is_file():
             raise FileNotFoundError(f"File not found: {tokenizer_path}")
 
-        tokenizer = SentencePieceProcessor(str(tokenizer_path))
+        tokenizer = SentencePieceProcessor()
+        tokenizer.LoadFromFile(str(tokenizer_path))
+
         vocab_size = self.hparams.get('vocab_size', tokenizer.vocab_size())
 
+        tokens: list[bytes] = [f"[PAD{i}]".encode("utf-8") for i in range(vocab_size)]
+        scores: list[float] = [-10000.0] * vocab_size
+        toktypes: list[int] = [SentencePieceTokenTypes.UNKNOWN] * vocab_size
+
         for token_id in range(tokenizer.vocab_size()):
-            piece = tokenizer.id_to_piece(token_id)
+            piece = tokenizer.IdToPiece(token_id)
             text = piece.encode("utf-8")
-            score = tokenizer.get_score(token_id)
+            score = tokenizer.GetScore(token_id)
 
             toktype = SentencePieceTokenTypes.NORMAL
-            if tokenizer.is_unknown(token_id):
+            if tokenizer.IsUnknown(token_id):
                 toktype = SentencePieceTokenTypes.UNKNOWN
-            elif tokenizer.is_control(token_id):
+            elif tokenizer.IsControl(token_id):
                 toktype = SentencePieceTokenTypes.CONTROL
-            elif tokenizer.is_unused(token_id):
+            elif tokenizer.IsUnused(token_id):
                 toktype = SentencePieceTokenTypes.UNUSED
-            elif tokenizer.is_byte(token_id):
+            elif tokenizer.IsByte(token_id):
                 toktype = SentencePieceTokenTypes.BYTE
 
-            tokens.append(text)
-            scores.append(score)
-            toktypes.append(toktype)
+            tokens[token_id] = text
+            scores[token_id] = score
+            toktypes[token_id] = toktype
 
         added_tokens_file = self.dir_model / 'added_tokens.json'
         if added_tokens_file.is_file():
             with open(added_tokens_file, "r", encoding="utf-8") as f:
                 added_tokens_json = json.load(f)
-
                 for key in added_tokens_json:
-                    key = key.encode("utf-8")
-                    if key not in tokens:
-                        tokens.append(key)
-                        scores.append(-1000.0)
-                        toktypes.append(SentencePieceTokenTypes.USER_DEFINED)
+                    token_id = added_tokens_json[key]
+                    if (token_id >= vocab_size):
+                        logger.warning(f'ignore token {token_id}: id is out of range, max={vocab_size - 1}')
+                        continue
+
+                    tokens[token_id] = key.encode("utf-8")
+                    scores[token_id] = -1000.0
+                    toktypes[token_id] = SentencePieceTokenTypes.USER_DEFINED
 
         if vocab_size > len(tokens):
             pad_count = vocab_size - len(tokens)
             logger.debug(f"Padding vocab with {pad_count} token(s) - [PAD1] through [PAD{pad_count}]")
             for i in range(1, pad_count + 1):
-                tokens.append(f"[PAD{i}]")
+                tokens.append(bytes(f"[PAD{i}]", encoding="utf-8"))
                 scores.append(-1000.0)
                 toktypes.append(SentencePieceTokenTypes.UNUSED)
 
-        assert len(tokens) == vocab_size
-
         self.gguf_writer.add_tokenizer_model("llama")
         self.gguf_writer.add_tokenizer_pre("default")
         self.gguf_writer.add_token_list(tokens)
@@ -474,7 +632,7 @@ class Model(ABC):
         special_vocab.add_to_gguf(self.gguf_writer)
 
     def _set_vocab_llama_hf(self):
-        vocab = LlamaHfVocab(self.dir_model)
+        vocab = gguf.LlamaHfVocab(self.dir_model)
         tokens = []
         scores = []
         toktypes = []
@@ -515,6 +673,44 @@ class GPTNeoXModel(Model):
         self.gguf_writer.add_parallel_residual(self.hparams.get("use_parallel_residual", True))
         self.gguf_writer.add_layer_norm_eps(self.hparams["layer_norm_eps"])
 
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
+        n_head = self.hparams.get("n_head", self.hparams.get("num_attention_heads"))
+        n_embed = self.hparams.get("hidden_size", self.hparams.get("n_embed"))
+
+        tensors: list[tuple[str, Tensor]] = []
+
+        if re.match(r"gpt_neox\.layers\.\d+\.attention\.query_key_value\.weight", name):
+            # Map bloom-style qkv_linear to gpt-style qkv_linear
+            # bloom: https://github.com/huggingface/transformers/blob/main/src/transformers/models/bloom/modeling_bloom.py#L238-L252  # noqa
+            # gpt-2: https://github.com/huggingface/transformers/blob/main/src/transformers/models/gpt2/modeling_gpt2.py#L312  # noqa
+            qkv_weights = data_torch.reshape((n_head, 3, n_embed // n_head, n_embed))
+            data_torch = torch.cat(
+                (
+                    qkv_weights[:, 0, :, :].reshape((-1, n_embed)),
+                    qkv_weights[:, 1, :, :].reshape((-1, n_embed)),
+                    qkv_weights[:, 2, :, :].reshape((-1, n_embed)),
+                ),
+                dim=0,
+            )
+            logger.info("re-format attention.linear_qkv.weight")
+        elif re.match(r"gpt_neox\.layers\.\d+\.attention\.query_key_value\.bias", name):
+            qkv_bias = data_torch.reshape((n_head, 3, n_embed // n_head))
+            data_torch = torch.cat(
+                (
+                    qkv_bias[:, 0, :].reshape((n_embed,)),
+                    qkv_bias[:, 1, :].reshape((n_embed,)),
+                    qkv_bias[:, 2, :].reshape((n_embed,)),
+                ),
+                dim=0,
+            )
+            logger.info("re-format attention.linear_qkv.bias")
+
+        tensors.append((self.map_tensor_name(name), data_torch))
+
+        return tensors
+
 
 @Model.register("BloomForCausalLM")
 class BloomModel(Model):
@@ -533,81 +729,52 @@ class BloomModel(Model):
         self.gguf_writer.add_layer_norm_eps(self.hparams["layer_norm_epsilon"])
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
-        block_count = self.hparams["n_layer"]
-        tensors = dict(self.get_tensors())
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        has_lm_head = True
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
         n_head = self.hparams.get("n_head", self.hparams.get("num_attention_heads"))
         n_embed = self.hparams.get("hidden_size", self.hparams.get("n_embed"))
 
-        for name, data_torch in tensors.items():
-            if "lm_head.weight" not in tensors.keys() and "output.weight" not in tensors.keys():
-                has_lm_head = False
+        name = re.sub(r'transformer\.', '', name)
 
-            name = re.sub(r'transformer\.', '', name)
+        tensors: list[tuple[str, Tensor]] = []
 
-            old_dtype = data_torch.dtype
+        if re.match(r"h\.\d+\.self_attention\.query_key_value\.weight", name):
+            # Map bloom-style qkv_linear to gpt-style qkv_linear
+            # bloom: https://github.com/huggingface/transformers/blob/main/src/transformers/models/bloom/modeling_bloom.py#L238-L252  # noqa
+            # gpt-2: https://github.com/huggingface/transformers/blob/main/src/transformers/models/gpt2/modeling_gpt2.py#L312  # noqa
+            qkv_weights = data_torch.reshape((n_head, 3, n_embed // n_head, n_embed))
+            data_torch = torch.cat(
+                (
+                    qkv_weights[:, 0, :, :].reshape((-1, n_embed)),
+                    qkv_weights[:, 1, :, :].reshape((-1, n_embed)),
+                    qkv_weights[:, 2, :, :].reshape((-1, n_embed)),
+                ),
+                dim=0,
+            )
+            logger.info("re-format attention.linear_qkv.weight")
+        elif re.match(r"h\.\d+\.self_attention\.query_key_value\.bias", name):
+            qkv_bias = data_torch.reshape((n_head, 3, n_embed // n_head))
+            data_torch = torch.cat(
+                (
+                    qkv_bias[:, 0, :].reshape((n_embed,)),
+                    qkv_bias[:, 1, :].reshape((n_embed,)),
+                    qkv_bias[:, 2, :].reshape((n_embed,)),
+                ),
+                dim=0,
+            )
+            logger.info("re-format attention.linear_qkv.bias")
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        tensors.append((self.map_tensor_name(name), data_torch))
 
-            data = data_torch.squeeze().numpy()
+        if name == "word_embeddings.weight":
+            assert self.tensor_names is not None
 
-            if re.match(r"h\.\d+\.self_attention\.query_key_value\.weight", name):
-                # Map bloom-style qkv_linear to gpt-style qkv_linear
-                # bloom: https://github.com/huggingface/transformers/blob/main/src/transformers/models/bloom/modeling_bloom.py#L238-L252  # noqa
-                # gpt-2: https://github.com/huggingface/transformers/blob/main/src/transformers/models/gpt2/modeling_gpt2.py#L312  # noqa
-                qkv_weights = data.reshape((n_head, 3, n_embed // n_head, n_embed))
-                data = np.concatenate(
-                    (
-                        qkv_weights[:, 0, :, :].reshape((-1, n_embed)),
-                        qkv_weights[:, 1, :, :].reshape((-1, n_embed)),
-                        qkv_weights[:, 2, :, :].reshape((-1, n_embed)),
-                    ),
-                    axis=0,
-                )
-                logger.info("re-format attention.linear_qkv.weight")
-            elif re.match(r"h\.\d+\.self_attention\.query_key_value\.bias", name):
-                qkv_bias = data.reshape((n_head, 3, n_embed // n_head))
-                data = np.concatenate(
-                    (
-                        qkv_bias[:, 0, :].reshape((n_embed,)),
-                        qkv_bias[:, 1, :].reshape((n_embed,)),
-                        qkv_bias[:, 2, :].reshape((n_embed,)),
-                    ),
-                    axis=0,
-                )
-                logger.info("re-format attention.linear_qkv.bias")
+            # TODO: tie them at runtime, don't duplicate in the model file
+            if all(s not in self.tensor_names for s in ("lm_head.weight", "output.weight")):
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.OUTPUT), data_torch))
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"=> {new_name}, shape = {data.shape}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-            if not has_lm_head and name == "word_embeddings.weight":
-                self.gguf_writer.add_tensor("output.weight", data)
-                logger.info(name, f"=> output.weight, shape = {data.shape}, {old_dtype} --> {data.dtype}")
+        return tensors
 
 
 @Model.register("MPTForCausalLM")
@@ -643,50 +810,16 @@ class MPTModel(Model):
         else:
             self.gguf_writer.add_max_alibi_bias(0.0)
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers"))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
-                continue
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-            old_dtype = data_torch.dtype
+        if "scales" in name:
+            new_name = self.map_tensor_name(name, try_suffixes=(".weight", ".bias", ".scales"))
+            new_name = new_name.replace("scales", "act.scales")
+        else:
+            new_name = self.map_tensor_name(name, try_suffixes=(".weight", ".bias"))
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            if "scales" in name:
-                new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias", ".scales"))
-                if new_name is not None:
-                    new_name = new_name.replace("scales", "act.scales")
-            else:
-                new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(new_name, data_torch)]
 
 
 @Model.register("OrionForCausalLM")
@@ -726,48 +859,6 @@ class OrionModel(Model):
         # ref:  https://huggingface.co/OrionStarAI/Orion-14B-Chat/blob/276a17221ce42beb45f66fac657a41540e71f4f5/modeling_orion.py#L570-L571
         self.gguf_writer.add_layer_norm_eps(self.hparams["rms_norm_eps"])
 
-    def write_tensors(self):
-        # Collect tensors from generator object
-        model_kv = dict(self.get_tensors())
-        block_count = self.hparams["num_hidden_layers"]
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-
-        for name, data_torch in model_kv.items():
-            # we don't need these
-            if name.endswith(".rotary_emb.inv_freq"):
-                continue
-
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{name} -> {new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-            self.gguf_writer.add_tensor(new_name, data)
-
 
 @Model.register("BaichuanForCausalLM", "BaiChuanForCausalLM")
 class BaichuanModel(Model):
@@ -803,66 +894,33 @@ class BaichuanModel(Model):
         self.gguf_writer.add_head_count(head_count)
         self.gguf_writer.add_head_count_kv(head_count_kv)
         self.gguf_writer.add_layer_norm_rms_eps(self.hparams["rms_norm_eps"])
+        self.gguf_writer.add_file_type(self.ftype)
 
         if self.hparams.get("rope_scaling") is not None and "factor" in self.hparams["rope_scaling"]:
             if self.hparams["rope_scaling"].get("type") == "linear":
                 self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR)
                 self.gguf_writer.add_rope_scaling_factor(self.hparams["rope_scaling"]["factor"])
 
-    def write_tensors(self):
-        # Collect tensors from generator object
-        model_kv = dict(self.get_tensors())
-        block_count = self.hparams["num_hidden_layers"]
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
         head_count = self.hparams["num_attention_heads"]
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
         head_count_kv = self.hparams.get("num_key_value_heads", head_count)
 
-        for i in range(block_count):
-            if (w := model_kv.get(f"model.layers.{i}.self_attn.W_pack.weight")) is not None:
-                logger.info(f"Unpacking and permuting layer {i}")
-                model_kv[f"model.layers.{i}.self_attn.q_proj.weight"] = \
-                    self._reverse_hf_permute_part(w, 0, head_count, head_count)
-                model_kv[f"model.layers.{i}.self_attn.k_proj.weight"] = \
-                    self._reverse_hf_permute_part(w, 1, head_count, head_count_kv)
-                model_kv[f"model.layers.{i}.self_attn.v_proj.weight"] = \
-                    self._reverse_hf_part(w, 2)
-                del model_kv[f"model.layers.{i}.self_attn.W_pack.weight"]
+        tensors: list[tuple[str, Tensor]] = []
 
-        for name, data_torch in model_kv.items():
-            # we don't need these
-            if name.endswith(".rotary_emb.inv_freq"):
-                continue
+        if bid is not None and name == f"model.layers.{bid}.self_attn.W_pack.weight":
+            logger.info(f"Unpacking and permuting layer {bid}")
+            tensors = [
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_Q, bid),
+                    self._reverse_hf_permute_part(data_torch, 0, head_count, head_count)),
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_K, bid),
+                    self._reverse_hf_permute_part(data_torch, 1, head_count, head_count_kv)),
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_V, bid),
+                    self._reverse_hf_part(data_torch, 2)),
+            ]
+        else:
+            tensors = [(self.map_tensor_name(name), data_torch)]
 
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{name} -> {new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-            self.gguf_writer.add_tensor(new_name, data)
+        return tensors
 
     def _reverse_hf_permute(self, weights: Tensor, n_head: int, n_kv_head: int | None = None) -> Tensor:
         if n_kv_head is not None and n_head != n_kv_head:
@@ -894,7 +952,7 @@ class XverseModel(Model):
         dir_model = self.dir_model
         hparams = self.hparams
 
-        tokens: list[bytearray] = []
+        tokens: list[bytes] = []
         toktypes: list[int] = []
 
         from transformers import AutoTokenizer
@@ -902,7 +960,7 @@ class XverseModel(Model):
         vocab_size = hparams.get("vocab_size", len(tokenizer.vocab))
         assert max(tokenizer.vocab.values()) < vocab_size
 
-        reverse_vocab = {id_: encoded_tok for encoded_tok, id_ in tokenizer.vocab.items()}
+        reverse_vocab: dict[int, str] = {id_: encoded_tok for encoded_tok, id_ in tokenizer.vocab.items()}
         added_vocab = tokenizer.get_added_vocab()
 
         for token_id in range(vocab_size):
@@ -959,61 +1017,26 @@ class XverseModel(Model):
         self.gguf_writer.add_head_count(head_count)
         self.gguf_writer.add_head_count_kv(head_count_kv)
         self.gguf_writer.add_layer_norm_rms_eps(self.hparams["rms_norm_eps"])
+        self.gguf_writer.add_file_type(self.ftype)
 
         if self.hparams.get("rope_scaling") is not None and "factor" in self.hparams["rope_scaling"]:
             if self.hparams["rope_scaling"].get("type") == "linear":
                 self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR)
                 self.gguf_writer.add_rope_scaling_factor(self.hparams["rope_scaling"]["factor"])
 
-    def write_tensors(self):
-        # Collect tensors from generator object
-        model_kv = dict(self.get_tensors())
-        block_count = self.hparams["num_hidden_layers"]
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
         head_count = self.hparams["num_attention_heads"]
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
         head_count_kv = self.hparams.get("num_key_value_heads", head_count)
 
-        for name, data_torch in model_kv.items():
-            # we don't need these
-            if name.endswith(".rotary_emb.inv_freq"):
-                continue
+        # HF models permute some of the tensors, so we need to undo that
+        if name.endswith("q_proj.weight"):
+            data_torch = self._reverse_hf_permute(data_torch, head_count, head_count)
+        if name.endswith("k_proj.weight"):
+            data_torch = self._reverse_hf_permute(data_torch, head_count, head_count_kv)
 
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            # HF models permute some of the tensors, so we need to undo that
-            if name.endswith(("q_proj.weight")):
-                data_torch = self._reverse_hf_permute(data_torch, head_count, head_count)
-            if name.endswith(("k_proj.weight")):
-                data_torch = self._reverse_hf_permute(data_torch, head_count, head_count_kv)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{name} -> {new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
     def _reverse_hf_permute(self, weights: Tensor, n_head: int, n_kv_head: int | None = None) -> Tensor:
         if n_kv_head is not None and n_head != n_kv_head:
@@ -1054,71 +1077,31 @@ class FalconModel(Model):
         self.gguf_writer.add_layer_norm_eps(self.hparams["layer_norm_epsilon"])
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
-        block_count = self.hparams.get("num_hidden_layers")
-        if block_count is None:
-            block_count = self.hparams["n_layer"]  # old name
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-        n_head = self.hparams.get("num_attention_heads")
-        if n_head is None:
-            n_head = self.hparams["n_head"]  # old name
+        # QKV tensor transform
+        # The original query_key_value tensor contains n_head_kv "kv groups",
+        # each consisting of n_head/n_head_kv query weights followed by one key
+        # and one value weight (shared by all query heads in the kv group).
+        # This layout makes it a big pain to work with in GGML.
+        # So we rearrange them here,, so that we have n_head query weights
+        # followed by n_head_kv key weights followed by n_head_kv value weights,
+        # in contiguous fashion.
+        # ref: https://github.com/jploski/ggml/blob/falcon40b/examples/falcon/convert-hf-to-ggml.py
 
-        n_head_kv = self.hparams.get("num_kv_heads")
-        if n_head_kv is None:
-            n_head_kv = self.hparams.get("n_head_kv", 1)  # old name
+        if "query_key_value" in name:
+            n_head = self.find_hparam(["num_attention_heads", "n_head"])
+            n_head_kv = self.find_hparam(["num_kv_heads", "n_head_kv"], optional=True) or 1
+            head_dim = self.hparams["hidden_size"] // n_head
 
-        head_dim = self.hparams["hidden_size"] // n_head
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+            qkv = data_torch.view(n_head_kv, n_head // n_head_kv + 2, head_dim, head_dim * n_head)
+            q = qkv[:, :-2].reshape(n_head * head_dim, head_dim * n_head)
+            k = qkv[:, [-2]].reshape(n_head_kv * head_dim, head_dim * n_head)
+            v = qkv[:, [-1]].reshape(n_head_kv * head_dim, head_dim * n_head)
+            data_torch = torch.cat((q, k, v)).reshape_as(data_torch)
 
-        for name, data_torch in self.get_tensors():
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            # QKV tensor transform
-            # The original query_key_value tensor contains n_head_kv "kv groups",
-            # each consisting of n_head/n_head_kv query weights followed by one key
-            # and one value weight (shared by all query heads in the kv group).
-            # This layout makes it a big pain to work with in GGML.
-            # So we rearrange them here,, so that we have n_head query weights
-            # followed by n_head_kv key weights followed by n_head_kv value weights,
-            # in contiguous fashion.
-            # ref: https://github.com/jploski/ggml/blob/falcon40b/examples/falcon/convert-hf-to-ggml.py
-
-            if "query_key_value" in name:
-                qkv = data_torch.view(n_head_kv, n_head // n_head_kv + 2, head_dim, head_dim * n_head)
-                q = qkv[:, :-2].reshape(n_head * head_dim, head_dim * n_head)
-                k = qkv[:, [-2]].reshape(n_head_kv * head_dim, head_dim * n_head)
-                v = qkv[:, [-1]].reshape(n_head_kv * head_dim, head_dim * n_head)
-                data_torch = torch.cat((q, k, v)).reshape_as(data_torch)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("GPTBigCodeForCausalLM")
@@ -1143,6 +1126,18 @@ class StarCoderModel(Model):
 class RefactModel(Model):
     model_arch = gguf.MODEL_ARCH.REFACT
 
+    def set_vocab(self):
+        super().set_vocab()
+
+        # TODO: how to determine special FIM tokens automatically?
+        special_vocab = gguf.SpecialVocab(self.dir_model, load_merges=False,
+                                          special_token_types = ['prefix', 'suffix', 'middle', 'fsep', 'eot'])
+        special_vocab._set_special_token("prefix", 1)
+        special_vocab._set_special_token("suffix", 3)
+        special_vocab._set_special_token("middle", 2)
+        special_vocab._set_special_token("fsep",   4) # is this correct?
+        special_vocab.add_to_gguf(self.gguf_writer)
+
     def set_gguf_parameters(self):
         hidden_dim = self.hparams["n_embd"]
         inner_dim = 4 * hidden_dim
@@ -1164,7 +1159,7 @@ class RefactModel(Model):
         self.gguf_writer.add_layer_norm_rms_eps(self.hparams["layer_norm_epsilon"])
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
         hidden_dim = self.hparams["n_embd"]
         inner_dim = 4 * hidden_dim
         hidden_dim = int(2 * inner_dim / 3)
@@ -1173,106 +1168,23 @@ class RefactModel(Model):
         n_head = self.hparams["n_head"]
         n_head_kv = 1
         head_dim = self.hparams["n_embd"] // n_head
-        block_count = self.hparams["n_layer"]
 
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+        tensors: list[tuple[str, Tensor]] = []
 
-        tensors = dict(self.get_tensors())
-        for i in range(block_count):
-            if (w := tensors.get(f"transformer.h.{i}.attn.kv.weight")) is not None:
-                tensors[f"model.layers.{i}.self_attn.k_proj.weight"] = w[:n_head_kv * head_dim]
-                tensors[f"model.layers.{i}.self_attn.v_proj.weight"] = w[n_head_kv * head_dim:]
-                del tensors[f"transformer.h.{i}.attn.kv.weight"]
-            if (w := tensors.get(f"transformer.h.{i}.attn.q.weight")) is not None:
-                tensors[f"model.layers.{i}.self_attn.q_proj.weight"] = w
-                del tensors[f"transformer.h.{i}.attn.q.weight"]
-            if (w := tensors.get(f"transformer.h.{i}.mlp.gate_up_proj.weight")) is not None:
-                tensors[f"model.layers.{i}.mlp.gate_proj.weight"] = w[:ff_dim]
-                tensors[f"model.layers.{i}.mlp.up_proj.weight"] = w[ff_dim:]
-                del tensors[f"transformer.h.{i}.mlp.gate_up_proj.weight"]
+        if bid is not None:
+            if name == f"transformer.h.{bid}.attn.kv.weight":
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_K, bid), data_torch[:n_head_kv * head_dim]))
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_V, bid), data_torch[n_head_kv * head_dim:]))
+            elif name == f"transformer.h.{bid}.attn.q.weight":
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_Q, bid), data_torch))
+            elif name == f"transformer.h.{bid}.mlp.gate_up_proj.weight":
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.FFN_GATE, bid), data_torch[:ff_dim]))
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.FFN_UP, bid), data_torch[ff_dim:]))
 
-        for name, data_torch in tensors.items():
-            old_dtype = data_torch.dtype
+        if len(tensors) == 0:
+            tensors.append((self.map_tensor_name(name), data_torch))
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight",))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-
-@Model.register("PersimmonForCausalLM")
-class PersimmonModel(Model):
-    model_arch = gguf.MODEL_ARCH.PERSIMMON
-
-    def set_gguf_parameters(self):
-        block_count = self.hparams.get("num_layers", self.hparams.get("num_hidden_layers"))
-        head_count = self.hparams["num_attention_heads"]
-        head_count_kv = head_count
-        hidden_size = self.hparams["hidden_size"]
-
-        self.gguf_writer.add_name('persimmon-8b-chat')
-        self.gguf_writer.add_context_length(self.hparams["max_position_embeddings"])
-        self.gguf_writer.add_embedding_length(hidden_size)
-        self.gguf_writer.add_block_count(block_count)
-        self.gguf_writer.add_feed_forward_length(self.hparams["intermediate_size"])
-
-        # NOTE: not sure about this change - why does the model not have a rope dimension count when it is smaller
-        #       than the head size?
-        #       ref: https://github.com/ggerganov/llama.cpp/pull/4889
-        # self.gguf_writer.add_rope_dimension_count(hidden_size // head_count)
-        self.gguf_writer.add_rope_dimension_count(hidden_size // head_count // 2)
-
-        self.gguf_writer.add_head_count(head_count)
-        self.gguf_writer.add_head_count_kv(head_count_kv)
-        self.gguf_writer.add_rope_freq_base(self.hparams["rope_theta"])
-        self.gguf_writer.add_layer_norm_eps(self.hparams["layer_norm_eps"])
-
-    def set_vocab(self):
-        self._set_vocab_sentencepiece()
-        # self.gguf_writer.add_bos_token_id(71013)
-        # self.gguf_writer.add_eos_token_id(71013)
-
-    def write_tensors(self):
-        block_count = self.hparams.get("num_layers", self.hparams.get("num_hidden_layers"))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-
-        for name, data_torch in self.get_tensors():
-            if name.endswith(".self_attention.rotary_emb.inv_freq"):
-                continue
-            old_dtype = data_torch.dtype
-            # TODO: FP16 conversion produces garbage outputs. (Q8_0 does not, so..?)
-            data = data_torch.to(torch.float32).squeeze().numpy()
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-            n_dims = len(data.shape)
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-            self.gguf_writer.add_tensor(new_name, data)
+        return tensors
 
 
 @Model.register("StableLmForCausalLM", "StableLMEpochForCausalLM", "LlavaStableLMEpochForCausalLM")
@@ -1301,85 +1213,69 @@ class StableLMModel(Model):
         self.gguf_writer.add_head_count_kv(hparams["num_key_value_heads"])
         self.gguf_writer.add_parallel_residual(hparams["use_parallel_residual"] if "use_parallel_residual" in hparams else True)
         self.gguf_writer.add_layer_norm_eps(self.find_hparam(["layer_norm_eps", "norm_eps"]))
+        self.gguf_writer.add_file_type(self.ftype)
+
+    _q_norms: list[dict[str, Tensor]] | None = None
+    _k_norms: list[dict[str, Tensor]] | None = None
+
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        n_head = self.hparams["num_attention_heads"]
+        n_kv_head = self.hparams["num_key_value_heads"]
+
+        if name.find("q_layernorm.norms") != -1:
+            assert bid is not None
+
+            if self._q_norms is None:
+                self._q_norms = [{} for _ in range(self.block_count)]
+
+            self._q_norms[bid][name] = data_torch
+
+            if len(self._q_norms[bid]) >= n_head:
+                return self._stack_qk_norm(bid, n_head, self._q_norms[bid], "q_layernorm")
+            else:
+                return []
+
+        if name.find("k_layernorm.norms") != -1:
+            assert bid is not None
+
+            if self._k_norms is None:
+                self._k_norms = [{} for _ in range(self.block_count)]
+
+            self._k_norms[bid][name] = data_torch
+
+            if len(self._k_norms[bid]) >= n_kv_head:
+                return self._stack_qk_norm(bid, n_kv_head, self._k_norms[bid], "k_layernorm")
+            else:
+                return []
+
+        return [(self.map_tensor_name(name), data_torch)]
+
+    def _stack_qk_norm(self, bid: int, n_head: int, norms: dict[str, Tensor], layer_name: str = "q_layernorm"):
+        datas: list[Tensor] = []
+        # extract the norms in order
+        for xid in range(n_head):
+            ename = f"model.layers.{bid}.self_attn.{layer_name}.norms.{xid}.weight"
+            datas.append(norms[ename])
+            del norms[ename]
+        data_torch = torch.stack(datas, dim=0)
+
+        merged_name = f"model.layers.{bid}.self_attn.{layer_name}.weight"
+        new_name = self.map_tensor_name(merged_name)
+
+        return [(new_name, data_torch)]
 
     def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_head = self.hparams.get("num_attention_heads")
-        n_kv_head = self.hparams.get("num_key_value_heads")
-        q_norms = dict()
-        k_norms = dict()
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
-                continue
+        super().write_tensors()
 
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-            n_dims = len(data.shape)
-            if name.find("q_layernorm.norms") != -1:
-                q_norms[name] = data
-                if len(q_norms) >= (block_count * n_head):
-                    self._stack_qk_norm(block_count, name, tensor_map, n_head, q_norms, n_dims, layer_name="q_layernorm")
-                continue
-            if name.find("k_layernorm.norms") != -1:
-                k_norms[name] = data
-                if len(k_norms) >= (block_count * n_kv_head):
-                    self._stack_qk_norm(block_count, name, tensor_map, n_kv_head, k_norms, n_dims, layer_name="k_layernorm")
-                continue
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and (n_dims == 1 or new_name.endswith("_norm.weight")):
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and not new_name.endswith("_norm.weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.debug(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-    def _stack_qk_norm(self, block_count, name, tensor_map, n_head, norms, n_dims, layer_name="q_layernorm"):
-        for bid in range(block_count):
-            datas = []
-            for xid in range(n_head):
-                ename = f"model.layers.{bid}.self_attn.{layer_name}.norms.{xid}.weight"
-                datas.append(norms[ename])
-                del norms[ename]
-            data = np.stack(datas, axis=0)
-            data_dtype = data.dtype
-            merged_name = f"model.layers.{bid}.self_attn.{layer_name}.weight"
-            new_name = tensor_map.get_name(merged_name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-            if self.ftype == 1 and data_dtype == np.float16 and (n_dims == 1 or new_name.endswith("_norm.weight")):
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and not new_name.endswith("_norm.weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.debug(f"{new_name}, n_dims = {len(data.shape)}, shape = {data.shape} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        if self._q_norms is not None or self._k_norms is not None:
+            # flatten two `list[dict[str, Tensor]]` into a single `list[str]`
+            norms = (
+                [k for d in self._q_norms for k in d.keys()] if self._q_norms is not None else []
+            ) + (
+                [k for d in self._k_norms for k in d.keys()] if self._k_norms is not None else []
+            )
+            if len(norms) > 0:
+                raise ValueError(f"Unprocessed norms: {norms}")
 
 
 @Model.register("LlamaForCausalLM", "MistralForCausalLM", "MixtralForCausalLM")
@@ -1419,102 +1315,80 @@ class LlamaModel(Model):
                 self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR)
                 self.gguf_writer.add_rope_scaling_factor(self.hparams["rope_scaling"]["factor"])
 
-    # Same as super class, but permuting q_proj, k_proj
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_head = self.hparams.get("num_attention_heads")
+        tokenizer_config_file = self.dir_model / 'tokenizer_config.json'
+        if tokenizer_config_file.is_file():
+            with open(tokenizer_config_file, "r", encoding="utf-8") as f:
+                tokenizer_config_json = json.load(f)
+                if "add_prefix_space" in tokenizer_config_json:
+                    self.gguf_writer.add_add_space_prefix(tokenizer_config_json["add_prefix_space"])
+
+        # Apply to granite small models only
+        if self.hparams.get("vocab_size", 32000) == 49152:
+            self.gguf_writer.add_add_bos_token(False)
+
+    @staticmethod
+    def permute(weights: Tensor, n_head: int, n_head_kv: int | None):
+        if n_head_kv is not None and n_head != n_head_kv:
+            n_head = n_head_kv
+        return (weights.reshape(n_head, 2, weights.shape[0] // n_head // 2, *weights.shape[1:])
+                .swapaxes(1, 2)
+                .reshape(weights.shape))
+
+    _experts: list[dict[str, Tensor]] | None = None
+
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        n_head = self.hparams["num_attention_heads"]
         n_kv_head = self.hparams.get("num_key_value_heads")
-        n_experts = self.hparams.get("num_local_experts")
-        experts = dict()
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".rotary_emb.inv_freq")):
-                continue
 
-            old_dtype = data_torch.dtype
+        if name.endswith(("q_proj.weight", "q_proj.bias")):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_head)
+        if name.endswith(("k_proj.weight", "k_proj.bias")):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_kv_head)
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        # process the experts separately
+        if name.find("block_sparse_moe.experts") != -1:
+            n_experts = self.hparams["num_local_experts"]
 
-            data = data_torch.numpy()
+            assert bid is not None
 
-            if name.endswith("q_proj.weight"):
-                data = permute(data, n_head, n_head)
-            if name.endswith("k_proj.weight"):
-                data = permute(data, n_head, n_kv_head)
+            if self._experts is None:
+                self._experts = [{} for _ in range(self.block_count)]
 
-            data = data.squeeze()
+            self._experts[bid][name] = data_torch
 
-            # process the experts separately
-            if name.find("block_sparse_moe.experts") != -1:
-                experts[name] = data
-                if len(experts) >= n_experts:
-                    # merge the experts into a single 3d tensor
-                    for bid in range(block_count):
-                        for wid in range(1, 4):
-                            full = True
-                            for xid in range(n_experts):
-                                ename = f"model.layers.{bid}.block_sparse_moe.experts.{xid}.w{wid}.weight"
-                                if ename not in experts:
-                                    full = False
-                                    break
-                            if not full:
-                                continue
+            if len(self._experts[bid]) >= n_experts * 3:
+                tensors: list[tuple[str, Tensor]] = []
 
-                            datas = []
-                            for xid in range(n_experts):
-                                ename = f"model.layers.{bid}.block_sparse_moe.experts.{xid}.w{wid}.weight"
-                                datas.append(experts[ename])
-                                del experts[ename]
+                # merge the experts into a single 3d tensor
+                for wid in ["w1", "w2", "w3"]:
+                    datas: list[Tensor] = []
 
-                            data = np.stack(datas, axis=0)
-                            data_dtype = data.dtype
+                    for xid in range(n_experts):
+                        ename = f"model.layers.{bid}.block_sparse_moe.experts.{xid}.{wid}.weight"
+                        datas.append(self._experts[bid][ename])
+                        del self._experts[bid][ename]
 
-                            if self.ftype == 0 and data_dtype == np.float16:
-                                data = data.astype(np.float32)
+                    data_torch = torch.stack(datas, dim=0)
 
-                            if self.ftype == 1 and data_dtype == np.float32:
-                                data = data.astype(np.float16)
+                    merged_name = f"layers.{bid}.feed_forward.experts.{wid}.weight"
 
-                            merged_name = f"layers.{bid}.feed_forward.experts.w{wid}.weight"
+                    new_name = self.map_tensor_name(merged_name)
 
-                            new_name = tensor_map.get_name(merged_name, try_suffixes=(".weight", ".bias"))
-                            if new_name is None:
-                                raise ValueError(f"Can not map tensor {name!r}")
+                    tensors.append((new_name, data_torch))
+                return tensors
+            else:
+                return []
 
-                            logger.info(f"{new_name}, n_dims = {len(data.shape)}, shape = {data.shape} --> {data.dtype}")
+        return [(self.map_tensor_name(name), data_torch)]
 
-                            self.gguf_writer.add_tensor(new_name, data)
-                continue
+    def write_tensors(self):
+        super().write_tensors()
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # 1d tensors need to be converted to float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-        if len(experts) > 0:
-            raise ValueError(f"Unprocessed experts: {experts.keys()}")
+        if self._experts is not None:
+            # flatten `list[dict[str, Tensor]]` into `list[str]`
+            experts = [k for d in self._experts for k in d.keys()]
+            if len(experts) > 0:
+                raise ValueError(f"Unprocessed experts: {experts}")
 
 
 @Model.register("GrokForCausalLM")
@@ -1531,89 +1405,44 @@ class GrokModel(Model):
         super().set_gguf_parameters()
         self.gguf_writer.add_name("Grok")
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_experts = self.hparams.get("num_local_experts")
-        experts = dict()
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
-                continue
+    _experts: list[dict[str, Tensor]] | None = None
 
-            old_dtype = data_torch.dtype
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        # process the experts separately
+        if name.find(".moe.") != -1:
+            n_experts = self.hparams["num_local_experts"]
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+            assert bid is not None
 
-            data = data_torch.squeeze().numpy()
+            if self._experts is None:
+                self._experts = [{} for _ in range(self.block_count)]
 
-            # process the experts separately
-            if name.find(".moe.") != -1:
-                experts[name] = data
-                if len(experts) >= n_experts:
-                    # merge the experts into a single 3d tensor
-                    for bid in range(block_count):
-                        for wid in ["linear", "linear_1", "linear_v"]:
-                            full = True
-                            for xid in range(n_experts):
-                                ename = f"transformer.decoder_layer.{bid}.moe.{xid}.{wid}.weight"
-                                if ename not in experts:
-                                    full = False
-                                    break
-                            if not full:
-                                continue
+            self._experts[bid][name] = data_torch
 
-                            datas = []
-                            for xid in range(n_experts):
-                                ename = f"transformer.decoder_layer.{bid}.moe.{xid}.{wid}.weight"
-                                datas.append(experts[ename])
-                                del experts[ename]
+            if len(self._experts[bid]) >= n_experts * 3:
+                tensors: list[tuple[str, Tensor]] = []
 
-                            data = np.stack(datas, axis=0)
-                            data_dtype = data.dtype
+                # merge the experts into a single 3d tensor
+                for wid in ["linear", "linear_1", "linear_v"]:
+                    datas: list[Tensor] = []
 
-                            if self.ftype == 0 and data_dtype == np.float16:
-                                data = data.astype(np.float32)
+                    for xid in range(n_experts):
+                        ename = f"transformer.decoder_layer.{bid}.moe.{xid}.{wid}.weight"
+                        datas.append(self._experts[bid][ename])
+                        del self._experts[bid][ename]
 
-                            if self.ftype == 1 and data_dtype == np.float32:
-                                data = data.astype(np.float16)
+                    data_torch = torch.stack(datas, dim=0)
 
-                            merged_name = f"transformer.decoder_layer.{bid}.moe.{wid}.weight"
+                    merged_name = f"transformer.decoder_layer.{bid}.moe.{wid}.weight"
 
-                            new_name = tensor_map.get_name(merged_name, try_suffixes=(".weight", ".bias"))
-                            if new_name is None:
-                                raise ValueError(f"Can not map tensor {name!r}")
+                    new_name = self.map_tensor_name(merged_name)
 
-                            logger.info(f"{new_name}, n_dims = {len(data.shape)}, shape = {data.shape} --> {data.dtype}")
+                    tensors.append((new_name, data_torch))
+                return tensors
+            else:
+                return []
 
-                            self.gguf_writer.add_tensor(new_name, data)
-                continue
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("DbrxForCausalLM")
@@ -1646,68 +1475,45 @@ class DbrxModel(Model):
         self.gguf_writer.add_file_type(self.ftype)
         logger.info(f"gguf: file type = {self.ftype}")
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers")
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        for name, data_torch in self.get_tensors():
-            n_expert = self.hparams["ffn_config"]["moe_num_experts"]
-            n_ff = self.hparams["ffn_config"]["ffn_hidden_size"]
-            n_embd = self.hparams["d_model"]
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-            # Specific behavior for experts tensors: suffix .weight, view as 3D and transpose
-            # original implementation expects (n_expert, n_ff, n_embd) for all experts weights
-            # But llama.cpp moe graph works differently
-            # AND the dimensions in ggml are typically in the reverse order of the pytorch dimensions
-            # so (n_expert, n_ff, n_embd) in pytorch is {n_embd, n_ff, n_expert} in ggml_tensor
-            exp_tensor_names = {"ffn.experts.mlp.w1": None,       # LLM_TENSOR_FFN_GATE_EXPS ggml_tensor->ne{n_embd, n_ff,   n_expert}
-                                "ffn.experts.mlp.w2": (0, 2, 1),  # LLM_TENSOR_FFN_DOWN_EXPS ggml_tensor->ne{n_ff,   n_embd, n_expert}
-                                "ffn.experts.mlp.v1": None}       # LLM_TENSOR_FFN_UP_EXPS   ggml_tensor->ne{n_embd, n_ff,   n_expert}
-            experts = False
-            for exp_tensor_name in exp_tensor_names.keys():
-                if name.find(exp_tensor_name) != -1 and name.find(".weight") == -1:
-                    experts = True
-                    data_torch = data_torch.view(n_expert, n_ff, n_embd)
-                    if (permute_tensor := exp_tensor_names[exp_tensor_name]) is not None:
-                        data_torch = data_torch.permute(*permute_tensor)
-                    break
+        n_expert = self.hparams["ffn_config"]["moe_num_experts"]
+        n_ff = self.hparams["ffn_config"]["ffn_hidden_size"]
+        n_embd = self.hparams["d_model"]
 
-            old_dtype = data_torch.dtype
+        # Specific behavior for experts tensors: suffix .weight, view as 3D and transpose
+        # original implementation expects (n_expert, n_ff, n_embd) for all experts weights
+        # But llama.cpp moe graph works differently
+        # AND the dimensions in ggml are typically in the reverse order of the pytorch dimensions
+        # so (n_expert, n_ff, n_embd) in pytorch is {n_embd, n_ff, n_expert} in ggml_tensor
+        exp_tensor_names = {"ffn.experts.mlp.w1": None,       # LLM_TENSOR_FFN_GATE_EXPS ggml_tensor->ne{n_embd, n_ff,   n_expert}
+                            "ffn.experts.mlp.w2": (0, 2, 1),  # LLM_TENSOR_FFN_DOWN_EXPS ggml_tensor->ne{n_ff,   n_embd, n_expert}
+                            "ffn.experts.mlp.v1": None}       # LLM_TENSOR_FFN_UP_EXPS   ggml_tensor->ne{n_embd, n_ff,   n_expert}
+        experts = False
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        for exp_tensor_name in exp_tensor_names.keys():
+            if name.find(exp_tensor_name) != -1 and name.find(".weight") == -1:
+                experts = True
+                data_torch = data_torch.view(n_expert, n_ff, n_embd)
+                if (permute_tensor := exp_tensor_names[exp_tensor_name]) is not None:
+                    data_torch = data_torch.permute(*permute_tensor)
+                break
 
-            data = data_torch.squeeze().numpy()
+        # map tensor names
+        # In MoE models the ffn tensors are typically most of the model weights,
+        # and need to be quantizable. Quantize expects tensor names to be suffixed by .weight.
+        # Every other model has the weight names ending in .weight,
+        # let's assume that is the convention which is not the case for dbrx:
+        # https://huggingface.co/databricks/dbrx-instruct/blob/main/model.safetensors.index.json#L15
+        new_name = self.map_tensor_name(name if not experts else name + ".weight", try_suffixes=(".weight",))
 
-            # map tensor names
-            # In MoE models the ffn tensors are typically most of the model weights,
-            # and need to be quantizable. Quantize expects tensor names to be suffixed by .weight.
-            # Every other model has the weight names ending in .weight,
-            # let's assume that is the convention which is not the case for dbrx:
-            # https://huggingface.co/databricks/dbrx-instruct/blob/main/model.safetensors.index.json#L15
-            new_name = tensor_map.get_name(name if not experts else name + ".weight", try_suffixes=(".weight",))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+        return [(new_name, data_torch)]
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
+    def extra_f16_tensors(self, name: str, new_name: str, bid: int | None, n_dims: int) -> bool:
+        del name, new_name, bid  # unused
 
-            # Most of the codebase that takes in 1D tensors only handles F32 tensors
-            # and most of the outputs tensors are F32.
-            if data_dtype != np.float32 and n_dims == 1:
-                raise ValueError(f"Can not map tensor {name!r}: all 1D tensors must be F32")
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and n_dims > 1:
-                data = data.astype(np.float16)
-
-            logger.debug(f"{new_name}, n_dims = {n_dims}, shape = {data.shape}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return n_dims > 1
 
 
 @Model.register("MiniCPMForCausalLM")
@@ -1740,53 +1546,19 @@ class MiniCPMModel(Model):
             .reshape(weights.shape)
         )
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_head = self.hparams.get("num_attention_heads")
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
+        n_head = self.hparams["num_attention_heads"]
         n_kv_head = self.hparams.get("num_key_value_heads")
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
-                continue
 
-            old_dtype = data_torch.dtype
+        # HF models permute some of the tensors, so we need to undo that
+        if name.endswith(("q_proj.weight")):
+            data_torch = self._reverse_hf_permute(data_torch, n_head, n_head)
+        if name.endswith(("k_proj.weight")):
+            data_torch = self._reverse_hf_permute(data_torch, n_head, n_kv_head)
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            # HF models permute some of the tensors, so we need to undo that
-            if name.endswith(("q_proj.weight")):
-                data_torch = self._reverse_hf_permute(data_torch, n_head, n_head)
-            if name.endswith(("k_proj.weight")):
-                data_torch = self._reverse_hf_permute(data_torch, n_head, n_kv_head)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("QWenLMHeadModel")
@@ -1829,46 +1601,7 @@ class QwenModel(Model):
         self.gguf_writer.add_rope_dimension_count(self.hparams["hidden_size"] // self.hparams["num_attention_heads"])
         self.gguf_writer.add_head_count(self.hparams["num_attention_heads"])
         self.gguf_writer.add_layer_norm_rms_eps(self.hparams["layer_norm_epsilon"])
-
-    def write_tensors(self):
-        block_count = self.hparams["num_hidden_layers"]
-        model_kv = dict(self.get_tensors())
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        for name, data_torch in model_kv.items():
-            # we don't need these
-            if name.endswith(".rotary_emb.inv_freq"):
-                continue
-
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-            self.gguf_writer.add_tensor(new_name, data)
+        self.gguf_writer.add_file_type(self.ftype)
 
 
 @Model.register("Qwen2ForCausalLM")
@@ -1891,92 +1624,52 @@ class Qwen2MoeModel(Model):
         if (n_experts := self.hparams.get("num_experts")) is not None:
             self.gguf_writer.add_expert_count(n_experts)
 
+    _experts: list[dict[str, Tensor]] | None = None
+
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        # process the experts separately
+        if name.find("experts") != -1:
+            n_experts = self.hparams["num_experts"]
+            assert bid is not None
+
+            if self._experts is None:
+                self._experts = [{} for _ in range(self.block_count)]
+
+            self._experts[bid][name] = data_torch
+
+            if len(self._experts[bid]) >= n_experts * 3:
+                tensors: list[tuple[str, Tensor]] = []
+
+                # merge the experts into a single 3d tensor
+                for w_name in ["down_proj", "gate_proj", "up_proj"]:
+                    datas: list[Tensor] = []
+
+                    for xid in range(n_experts):
+                        ename = f"model.layers.{bid}.mlp.experts.{xid}.{w_name}.weight"
+                        datas.append(self._experts[bid][ename])
+                        del self._experts[bid][ename]
+
+                    data_torch = torch.stack(datas, dim=0)
+
+                    merged_name = f"model.layers.{bid}.mlp.experts.{w_name}.weight"
+
+                    new_name = self.map_tensor_name(merged_name)
+
+                    tensors.append((new_name, data_torch))
+                return tensors
+            else:
+                return []
+
+        return [(self.map_tensor_name(name), data_torch)]
+
     def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_experts = self.hparams.get("num_experts")
-        experts = dict()
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq")):
-                continue
+        super().write_tensors()
 
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            # process the experts separately
-            if name.find("experts") != -1:
-                experts[name] = data
-                if len(experts) >= n_experts * 3:
-                    # merge the experts into a single 3d tensor
-                    for bid in range(block_count):
-                        for w_name in ["down_proj", "gate_proj", "up_proj"]:
-                            full = True
-                            for xid in range(n_experts):
-                                ename = f"model.layers.{bid}.mlp.experts.{xid}.{w_name}.weight"
-                                if ename not in experts:
-                                    full = False
-                                    break
-                            if not full:
-                                continue
-
-                            datas = []
-                            for xid in range(n_experts):
-                                ename = f"model.layers.{bid}.mlp.experts.{xid}.{w_name}.weight"
-                                datas.append(experts[ename])
-                                del experts[ename]
-
-                            data = np.stack(datas, axis=0)
-                            data_dtype = data.dtype
-
-                            if self.ftype == 0 and data_dtype == np.float16:
-                                data = data.astype(np.float32)
-
-                            if self.ftype == 1 and data_dtype == np.float32:
-                                data = data.astype(np.float16)
-
-                            merged_name = f"model.layers.{bid}.mlp.experts.{w_name}.weight"
-
-                            new_name = tensor_map.get_name(merged_name, try_suffixes=(".weight", ".bias"))
-                            if new_name is None:
-                                raise ValueError(f"Can not map tensor {name!r}")
-
-                            logger.debug(f"{new_name}, n_dims = {len(data.shape)}, shape = {data.shape} --> {data.dtype}")
-
-                            self.gguf_writer.add_tensor(new_name, data)
-                continue
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and (n_dims == 1 or new_name.endswith("_norm.weight")):
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.debug(f"{new_name}, n_dims = {n_dims}, shape = {data.shape}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-        if len(experts) > 0:
-            raise ValueError(f"Unprocessed experts: {experts.keys()}")
+        if self._experts is not None:
+            # flatten `list[dict[str, Tensor]]` into `list[str]`
+            experts = [k for d in self._experts for k in d.keys()]
+            if len(experts) > 0:
+                raise ValueError(f"Unprocessed experts: {experts}")
 
 
 @Model.register("GPT2LMHeadModel")
@@ -1993,54 +1686,27 @@ class GPT2Model(Model):
         self.gguf_writer.add_layer_norm_eps(self.hparams["layer_norm_epsilon"])
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-        for name, data_torch in self.get_tensors():
-            # we don't need these
-            if name.endswith((".attention.masked_bias", ".attention.bias", ".attention.rotary_emb.inv_freq", ".attn.bias", ".attn.masked_bias")):
-                continue
+        tensors: list[tuple[str, Tensor]] = []
 
-            if name.endswith((".c_attn.weight", ".c_proj.weight", ".c_fc.weight", ".c_proj.weight")):
-                data_torch = data_torch.transpose(1, 0)
+        # we don't need these
+        if name.endswith((".attn.bias", ".attn.masked_bias")):
+            return tensors
 
-            old_dtype = data_torch.dtype
+        if name.endswith((".c_attn.weight", ".c_proj.weight", ".c_fc.weight", ".c_proj.weight")):
+            data_torch = data_torch.transpose(1, 0)
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        new_name = self.map_tensor_name(name)
 
-            data = data_torch.squeeze().numpy()
+        tensors.append((new_name, data_torch))
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+        # note: GPT2 output is tied to (same as) wte in original model
+        if new_name == self.format_tensor_name(gguf.MODEL_TENSOR.TOKEN_EMBD):
+            tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.OUTPUT), data_torch))
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-            # note: GPT2 output is tied to (same as) wte in original model
-            if new_name == "token_embd.weight":
-                logger.info(f"output.weight, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-                self.gguf_writer.add_tensor("output.weight", data)
+        return tensors
 
 
 @Model.register("PhiForCausalLM")
@@ -2080,7 +1746,8 @@ class Phi3MiniModel(Model):
         if not tokenizer_path.is_file():
             raise ValueError(f'Error: Missing {tokenizer_path}')
 
-        tokenizer = SentencePieceProcessor(str(tokenizer_path))
+        tokenizer = SentencePieceProcessor()
+        tokenizer.LoadFromFile(str(tokenizer_path))
 
         vocab_size = self.hparams.get('vocab_size', tokenizer.vocab_size())
 
@@ -2090,18 +1757,18 @@ class Phi3MiniModel(Model):
 
         for token_id in range(tokenizer.vocab_size()):
 
-            piece = tokenizer.id_to_piece(token_id)
+            piece = tokenizer.IdToPiece(token_id)
             text = piece.encode("utf-8")
-            score = tokenizer.get_score(token_id)
+            score = tokenizer.GetScore(token_id)
 
             toktype = SentencePieceTokenTypes.NORMAL
-            if tokenizer.is_unknown(token_id):
+            if tokenizer.IsUnknown(token_id):
                 toktype = SentencePieceTokenTypes.UNKNOWN
-            elif tokenizer.is_control(token_id):
+            elif tokenizer.IsControl(token_id):
                 toktype = SentencePieceTokenTypes.CONTROL
-            elif tokenizer.is_unused(token_id):
+            elif tokenizer.IsUnused(token_id):
                 toktype = SentencePieceTokenTypes.UNUSED
-            elif tokenizer.is_byte(token_id):
+            elif tokenizer.IsByte(token_id):
                 toktype = SentencePieceTokenTypes.BYTE
 
             tokens[token_id] = text
@@ -2123,6 +1790,38 @@ class Phi3MiniModel(Model):
                     scores[token_id] = -1000.0
                     toktypes[token_id] = SentencePieceTokenTypes.USER_DEFINED
 
+        tokenizer_config_file = self.dir_model / 'tokenizer_config.json'
+        if tokenizer_config_file.is_file():
+            with open(tokenizer_config_file, "r", encoding="utf-8") as f:
+                tokenizer_config_json = json.load(f)
+                added_tokens_decoder = tokenizer_config_json.get("added_tokens_decoder", {})
+                for token_id, foken_data in added_tokens_decoder.items():
+                    token_id = int(token_id)
+                    token = foken_data["content"].encode("utf-8")
+                    if toktypes[token_id] != SentencePieceTokenTypes.UNKNOWN:
+                        assert tokens[token_id] == token
+                    tokens[token_id] = token
+                    scores[token_id] = -1000.0
+                    toktypes[token_id] = SentencePieceTokenTypes.USER_DEFINED
+                    if foken_data.get("special"):
+                        toktypes[token_id] = SentencePieceTokenTypes.CONTROL
+
+        tokenizer_file = self.dir_model / 'tokenizer.json'
+        if tokenizer_file.is_file():
+            with open(tokenizer_file, "r", encoding="utf-8") as f:
+                tokenizer_json = json.load(f)
+                added_tokens = tokenizer_json.get("added_tokens", [])
+                for foken_data in added_tokens:
+                    token_id = int(foken_data["id"])
+                    token = foken_data["content"].encode("utf-8")
+                    if toktypes[token_id] != SentencePieceTokenTypes.UNKNOWN:
+                        assert tokens[token_id] == token
+                    tokens[token_id] = token
+                    scores[token_id] = -1000.0
+                    toktypes[token_id] = SentencePieceTokenTypes.USER_DEFINED
+                    if foken_data.get("special"):
+                        toktypes[token_id] = SentencePieceTokenTypes.CONTROL
+
         self.gguf_writer.add_tokenizer_model("llama")
         self.gguf_writer.add_tokenizer_pre("default")
         self.gguf_writer.add_token_list(tokens)
@@ -2135,23 +1834,59 @@ class Phi3MiniModel(Model):
     def set_gguf_parameters(self):
         block_count = self.find_hparam(["num_hidden_layers", "n_layer"])
 
-        rot_pct = 1.0
         n_embd = self.find_hparam(["hidden_size", "n_embd"])
         n_head = self.find_hparam(["num_attention_heads", "n_head"])
+        n_head_kv = self.find_hparam(["num_key_value_heads", "n_head_kv"])
         rms_eps = self.find_hparam(["rms_norm_eps"])
+        max_pos_embds = self.find_hparam(["n_positions", "max_position_embeddings"])
+        orig_max_pos_embds = self.find_hparam(["original_max_position_embeddings"])
+        rope_dims = n_embd // n_head
 
         self.gguf_writer.add_name("Phi3")
-        self.gguf_writer.add_context_length(self.find_hparam(["n_positions", "max_position_embeddings"]))
-
+        self.gguf_writer.add_context_length(max_pos_embds)
+        self.gguf_writer.add_rope_scaling_orig_ctx_len(orig_max_pos_embds)
         self.gguf_writer.add_embedding_length(n_embd)
-        self.gguf_writer.add_feed_forward_length(8192)
+        self.gguf_writer.add_feed_forward_length(self.find_hparam(["intermediate_size"]))
         self.gguf_writer.add_block_count(block_count)
         self.gguf_writer.add_head_count(n_head)
-        self.gguf_writer.add_head_count_kv(n_head)
+        self.gguf_writer.add_head_count_kv(n_head_kv)
         self.gguf_writer.add_layer_norm_rms_eps(rms_eps)
-        self.gguf_writer.add_rope_dimension_count(int(rot_pct * n_embd) // n_head)
+        self.gguf_writer.add_rope_dimension_count(rope_dims)
+        self.gguf_writer.add_rope_freq_base(self.find_hparam(["rope_theta"]))
         self.gguf_writer.add_file_type(self.ftype)
 
+        # write rope scaling for long context (128k) model
+        rope_scaling = self.find_hparam(['rope_scaling'], True)
+        if (rope_scaling is None):
+            return
+
+        scale = max_pos_embds / orig_max_pos_embds
+
+        rope_scaling_type = rope_scaling.get('type', '').lower()
+        if len(rope_scaling_type) == 0:
+            raise KeyError('Missing the required key rope_scaling.type')
+
+        if rope_scaling_type == 'su':
+            attn_factor = math.sqrt(1 + math.log(scale) / math.log(orig_max_pos_embds)) if scale > 1.0 else 1.0
+        elif rope_scaling_type == 'yarn':
+            attn_factor = 0.1 * math.log(scale) + 1.0 if scale > 1.0 else 1.0
+        else:
+            raise NotImplementedError(f'The rope scaling type {rope_scaling_type} is not supported yet')
+
+        self.gguf_writer.add_rope_scaling_attn_factors(attn_factor)
+
+        long_factors = rope_scaling.get('long_factor', None)
+        short_factors = rope_scaling.get('short_factor', None)
+
+        if long_factors is None or short_factors is None:
+            raise KeyError('Missing the required key rope_scaling.long_factor or rope_scaling_short_factor')
+
+        if len(long_factors) != len(short_factors) or len(long_factors) != rope_dims / 2:
+            raise ValueError(f'The length of rope long and short factors must be {rope_dims / 2}')
+
+        self.gguf_writer.add_tensor(gguf.TENSOR_NAMES[gguf.MODEL_TENSOR.ROPE_FACTORS_LONG]  + ".weight", np.array(long_factors, dtype=np.float32))
+        self.gguf_writer.add_tensor(gguf.TENSOR_NAMES[gguf.MODEL_TENSOR.ROPE_FACTORS_SHORT] + ".weight", np.array(short_factors, dtype=np.float32))
+
 
 @Model.register("PlamoForCausalLM")
 class PlamoModel(Model):
@@ -2172,6 +1907,7 @@ class PlamoModel(Model):
         self.gguf_writer.add_head_count(hparams["num_attention_heads"])
         self.gguf_writer.add_head_count_kv(5)  # hparams["num_key_value_heads"]) is wrong
         self.gguf_writer.add_layer_norm_rms_eps(hparams["rms_norm_eps"])
+        self.gguf_writer.add_file_type(self.ftype)
 
     def shuffle_attn_q_weight(self, data_torch):
         assert data_torch.size() == (5120, 5120)
@@ -2187,51 +1923,18 @@ class PlamoModel(Model):
         data_torch = torch.reshape(data_torch, (5120, 5120))
         return data_torch
 
-    def write_tensors(self):
-        block_count = self.hparams.get("num_layers", self.hparams.get("num_hidden_layers"))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-        for name, data_torch in self.get_tensors():
-            if "self_attn.rotary_emb.inv_freq" in name:
-                continue
+        new_name = self.map_tensor_name(name)
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+        # shuffle for broadcasting of gqa in ggml_mul_mat
+        if new_name.endswith("attn_q.weight"):
+            data_torch = self.shuffle_attn_q_weight(data_torch)
+        elif new_name.endswith("attn_output.weight"):
+            data_torch = self.shuffle_attn_output_weight(data_torch)
 
-            # shuffle for broadcasting of gqa in ggml_mul_mat
-            if new_name.endswith("attn_q.weight"):
-                data_torch = self.shuffle_attn_q_weight(data_torch)
-            elif new_name.endswith("attn_output.weight"):
-                data_torch = self.shuffle_attn_output_weight(data_torch)
-
-            old_dtype = data_torch.dtype
-
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(new_name, data_torch)]
 
 
 @Model.register("CodeShellForCausalLM")
@@ -2254,51 +1957,21 @@ class CodeShellModel(Model):
         self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.LINEAR)
         self.gguf_writer.add_rope_scaling_factor(1.0)
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        tensors = dict(self.get_tensors())
-        has_lm_head = "lm_head.weight" in tensors.keys() or "output.weight" in tensors.keys()
-        for name, data_torch in tensors.items():
-            # we don't need these
-            if name.endswith((".attn.rotary_emb.inv_freq")):
-                continue
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-            old_dtype = data_torch.dtype
+        new_name = self.map_tensor_name(name)
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        tensors: list[tuple[str, Tensor]] = [(new_name, data_torch)]
 
-            data = data_torch.squeeze().numpy()
+        if new_name == self.format_tensor_name(gguf.MODEL_TENSOR.TOKEN_EMBD):
+            assert self.tensor_names is not None
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+            if all(s not in self.tensor_names for s in ("lm_head.weight", "output.weight")):
+                # copy tok_embd.weight to output.weight
+                tensors.append((self.format_tensor_name(gguf.MODEL_TENSOR.OUTPUT), data_torch))
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
-
-            if not has_lm_head and name == "transformer.wte.weight":
-                self.gguf_writer.add_tensor("output.weight", data)
-                logger.info(name, f"=> output.weight, shape = {data.shape}, {old_dtype} --> {data.dtype}")
+        return tensors
 
 
 @Model.register("InternLM2ForCausalLM")
@@ -2327,27 +2000,29 @@ class InternLM2Model(Model):
         sentencepiece_model.ParseFromString(open(tokenizer_path, "rb").read())
         add_prefix = sentencepiece_model.normalizer_spec.add_dummy_prefix
 
-        tokenizer = SentencePieceProcessor(str(tokenizer_path))
+        tokenizer = SentencePieceProcessor()
+        tokenizer.LoadFromFile(str(tokenizer_path))
+
         vocab_size = self.hparams.get('vocab_size', tokenizer.vocab_size())
 
         for token_id in range(vocab_size):
-            piece = tokenizer.id_to_piece(token_id)
+            piece = tokenizer.IdToPiece(token_id)
             text = piece.encode("utf-8")
-            score = tokenizer.get_score(token_id)
+            score = tokenizer.GetScore(token_id)
             if text == b"\x00":
                 # (TODO): fixme
                 # Hack here and replace the \x00 characters.
-                logger.debug(f"InternLM2 convert token '{text}' to '🐉'!")
-                text = "🐉"
+                logger.warning(f"InternLM2 convert token '{text}' to '🐉'!")
+                text = "🐉".encode("utf-8")
 
             toktype = SentencePieceTokenTypes.NORMAL
-            if tokenizer.is_unknown(token_id):
+            if tokenizer.IsUnknown(token_id):
                 toktype = SentencePieceTokenTypes.UNKNOWN
-            elif tokenizer.is_control(token_id):
+            elif tokenizer.IsControl(token_id):
                 toktype = SentencePieceTokenTypes.CONTROL
-            elif tokenizer.is_unused(token_id):
+            elif tokenizer.IsUnused(token_id):
                 toktype = SentencePieceTokenTypes.UNUSED
-            elif tokenizer.is_byte(token_id):
+            elif tokenizer.IsByte(token_id):
                 toktype = SentencePieceTokenTypes.BYTE
 
             tokens.append(text)
@@ -2384,13 +2059,15 @@ in chat mode so that the conversation can end normally.")
         special_vocab.add_to_gguf(self.gguf_writer)
 
     def _try_get_sft_eos(self, tokenizer):
-        unused_145_list = tokenizer.encode('[UNUSED_TOKEN_145]')
-        im_end_list = tokenizer.encode('<|im_end|>')
+        unused_145_list = tokenizer.Encode('[UNUSED_TOKEN_145]')
+        im_end_list = tokenizer.Encode('<|im_end|>')
+        eos_token = None
         assert (len(unused_145_list) == 1) ^ (len(im_end_list) == 1)
         if len(unused_145_list) == 1:
             eos_token = unused_145_list[0]
         if len(im_end_list) == 1:
             eos_token = im_end_list[0]
+        assert eos_token
         return eos_token
 
     def _hf_permute_qk(self, weights, n_head: int, n_head_kv: int):
@@ -2410,72 +2087,38 @@ in chat mode so that the conversation can end normally.")
         self.gguf_writer.add_head_count(self.hparams["num_attention_heads"])
         self.gguf_writer.add_layer_norm_rms_eps(self.hparams["rms_norm_eps"])
         self.gguf_writer.add_head_count_kv(self.hparams["num_key_value_heads"])
+        self.gguf_writer.add_file_type(self.ftype)
 
-    def post_write_tensors(self, tensor_map, name, data_torch):
-        old_dtype = data_torch.dtype
-
-        # convert any unsupported data types to float32
-        if data_torch.dtype not in (torch.float16, torch.float32):
-            data_torch = data_torch.to(torch.float32)
-
-        data = data_torch.squeeze().numpy()
-
-        # map tensor names
-        new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-        if new_name is None:
-            raise ValueError(f"Can not map tensor {name!r}")
-
-        n_dims = len(data.shape)
-        data_dtype = data.dtype
-
-        # if f32 desired, convert any float16 to float32
-        if self.ftype == 0 and data_dtype == np.float16:
-            data = data.astype(np.float32)
-
-        # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-        if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-            data = data.astype(np.float32)
-
-        # if f16 desired, convert any float32 2-dim weight tensors to float16
-        if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-            data = data.astype(np.float16)
-
-        logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-        self.gguf_writer.add_tensor(new_name, data)
-
-    def write_tensors(self):
-        from einops import rearrange
-
-        num_heads = self.hparams.get("num_attention_heads")
-        num_kv_heads = self.hparams.get("num_key_value_heads")
-        hidden_size = self.hparams.get("hidden_size")
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        num_heads = self.hparams["num_attention_heads"]
+        num_kv_heads = self.hparams["num_key_value_heads"]
+        hidden_size = self.hparams["hidden_size"]
         q_per_kv = num_heads // num_kv_heads
         head_dim = hidden_size // num_heads
         num_groups = num_heads // q_per_kv
 
-        block_count = self.hparams["num_hidden_layers"]
-        model_kv = dict(self.get_tensors())
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
         qkv_pattern = r"model\.layers\.(\d+)\.attention\.wqkv"
-        for name, data_torch in model_kv.items():
-            # we don't need these
-            if name.endswith(".rotary_emb.inv_freq"):
-                continue
 
-            if re.match(qkv_pattern, name):
-                bid = re.findall(qkv_pattern, name)[0]
-                qkv = data_torch
-                qkv = rearrange(qkv.T, " o (g n i) ->o g n i", g=num_groups, n=q_per_kv + 2, i=head_dim)
-                q, k, v = qkv[..., : q_per_kv, :], qkv[..., q_per_kv: q_per_kv + 1, :], qkv[..., q_per_kv + 1: q_per_kv + 2, :]
-                # The model weights of q and k equire additional reshape.
-                q = self._hf_permute_qk(rearrange(q, " o g n i ->  o (g n i)").T, num_heads, num_heads)
-                k = self._hf_permute_qk(rearrange(k, " o g n i ->  o (g n i)").T, num_heads, num_kv_heads)
-                v = rearrange(v, " o g n i ->  o (g n i)").T
-                self.post_write_tensors(tensor_map, f"model.layers.{bid}.attention.wq.weight", q)
-                self.post_write_tensors(tensor_map, f"model.layers.{bid}.attention.wk.weight", k)
-                self.post_write_tensors(tensor_map, f"model.layers.{bid}.attention.wv.weight", v)
-            else:
-                self.post_write_tensors(tensor_map, name, data_torch)
+        if re.match(qkv_pattern, name):
+            bid = re.findall(qkv_pattern, name)[0]
+            qkv = data_torch
+            # qkv = rearrange(qkv.T, " o (g n i) ->o g n i", g=num_groups, n=q_per_kv + 2, i=head_dim)
+            qkv = qkv.T.reshape((-1, num_groups, q_per_kv + 2, head_dim))
+            q, k, v = qkv[..., : q_per_kv, :], qkv[..., q_per_kv: q_per_kv + 1, :], qkv[..., q_per_kv + 1: q_per_kv + 2, :]
+            # The model weights of q and k equire additional reshape.
+            # q = self._hf_permute_qk(rearrange(q, " o g n i ->  o (g n i)").T, num_heads, num_heads)
+            q = self._hf_permute_qk(q.reshape((q.shape[0], -1)).T, num_heads, num_heads)
+            # k = self._hf_permute_qk(rearrange(k, " o g n i ->  o (g n i)").T, num_heads, num_kv_heads)
+            k = self._hf_permute_qk(k.reshape((k.shape[0], -1)).T, num_heads, num_kv_heads)
+            # v = rearrange(v, " o g n i ->  o (g n i)").T
+            v = v.reshape((v.shape[0], -1)).T
+            return [
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_Q, bid), q),
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_K, bid), k),
+                (self.format_tensor_name(gguf.MODEL_TENSOR.ATTN_V, bid), v),
+            ]
+        else:
+            return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("BertModel", "CamembertModel")
@@ -2540,43 +2183,14 @@ class BertModel(Model):
         special_vocab = gguf.SpecialVocab(self.dir_model, n_vocab=len(tokens))
         special_vocab.add_to_gguf(self.gguf_writer)
 
-    def write_tensors(self):
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, self.block_count)
-        tensors = dict(self.get_tensors())
-        for name, data_torch in tensors.items():
-            # we are only using BERT for embeddings so we don't need the pooling layer
-            if name in ("embeddings.position_ids", "pooler.dense.weight", "pooler.dense.bias"):
-                continue  # we don't need these
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+        # we are only using BERT for embeddings so we don't need the pooling layer
+        if name in ("embeddings.position_ids", "pooler.dense.weight", "pooler.dense.bias"):
+            return [] # we don't need these
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            data = data_torch.squeeze().numpy()
-            n_dims = len(data.shape)
-            new_dtype: type[np.floating[Any]]
-
-            if (
-                self.ftype == 1 and name.endswith(".weight") and n_dims == 2
-                and name != "embeddings.token_type_embeddings.weight"  # not used with get_rows, must be F32
-            ):
-                # if f16 desired, convert any float32 2-dim weight tensors to float16
-                new_dtype = np.float16
-            else:
-                # if f32 desired, convert any float16 to float32
-                new_dtype = np.float32
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {data_torch.dtype} --> {new_dtype}")
-
-            if data.dtype != new_dtype:
-                data = data.astype(new_dtype)
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("NomicBertModel")
@@ -2642,45 +2256,20 @@ class GemmaModel(Model):
         self.gguf_writer.add_value_length(hparams["head_dim"])
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-        for name, data_torch in self.get_tensors():
-            # lm_head is not used in llama.cpp, while autoawq will include this tensor in model
-            # To prevent errors, skip loading lm_head.weight.
-            if name == "lm_head.weight":
-                logger.debug(f"Skipping get tensor {name!r} in safetensors so that convert can end normally.")
-                continue
+        # lm_head is not used in llama.cpp, while autoawq will include this tensor in model
+        # To prevent errors, skip loading lm_head.weight.
+        if name == "lm_head.weight":
+            logger.debug(f"Skipping get tensor {name!r} in safetensors so that convert can end normally.")
+            return []
 
-            old_dtype = data_torch.dtype
+        # ref: https://github.com/huggingface/transformers/blob/fc37f38915372c15992b540dfcbbe00a916d4fc6/src/transformers/models/gemma/modeling_gemma.py#L89
+        if name.endswith("norm.weight"):
+            data_torch = data_torch + 1
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
-
-            # ref: https://github.com/huggingface/transformers/blob/fc37f38915372c15992b540dfcbbe00a916d4fc6/src/transformers/models/gemma/modeling_gemma.py#L89
-            if name.endswith("norm.weight"):
-                data_torch = data_torch + 1
-            data = data_torch.squeeze().numpy()
-
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
-
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            data = data.astype(np.float32)
-
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and name.endswith(".weight") and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return [(self.map_tensor_name(name), data_torch)]
 
 
 @Model.register("Starcoder2ForCausalLM")
@@ -2703,6 +2292,8 @@ class MambaModel(Model):
 
         if (self.dir_model / "tokenizer.json").is_file():
             self._set_vocab_gpt2()
+        elif (self.dir_model / "tokenizer.model").is_file():
+            self._set_vocab_sentencepiece()
         else:
             # Use the GPT-NeoX tokenizer when no tokenizer files are present
             tokenizer_path = Path(sys.path[0]) / "models" / "ggml-vocab-gpt-neox.gguf"
@@ -2710,28 +2301,34 @@ class MambaModel(Model):
             neox_reader = gguf.GGUFReader(tokenizer_path, "r")
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.MODEL)
-            self.gguf_writer.add_tokenizer_model(bytes(field.parts[-1]))
+            self.gguf_writer.add_tokenizer_model(bytes(field.parts[-1]).decode("utf-8") if field else "gpt2")
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.PRE)
-            self.gguf_writer.add_tokenizer_pre(bytes(field.parts[-1]))
+            self.gguf_writer.add_tokenizer_pre(bytes(field.parts[-1]).decode("utf-8") if field else "mpt")
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.LIST)
+            assert field
             self.gguf_writer.add_token_list([bytes(field.parts[i]) for i in field.data][:vocab_size])
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.TOKEN_TYPE)
+            assert field
             self.gguf_writer.add_token_types([field.parts[i].tolist()[0] for i in field.data][:vocab_size])
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.MERGES)
+            assert field
             self.gguf_writer.add_token_merges([bytes(field.parts[i]) for i in field.data])
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.BOS_ID)
-            self.gguf_writer.add_bos_token_id(field.parts[-1].tolist()[0])
+            self.gguf_writer.add_bos_token_id(field.parts[-1].tolist()[0] if field else 1)
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.EOS_ID)
-            self.gguf_writer.add_eos_token_id(field.parts[-1].tolist()[0])
+            self.gguf_writer.add_eos_token_id(field.parts[-1].tolist()[0] if field else 0)
 
             field = neox_reader.get_field(gguf.Keys.Tokenizer.UNK_ID)
-            self.gguf_writer.add_unk_token_id(field.parts[-1].tolist()[0])
+            self.gguf_writer.add_unk_token_id(field.parts[-1].tolist()[0] if field else 0)
+
+            field = neox_reader.get_field(gguf.Keys.Tokenizer.PAD_ID)
+            self.gguf_writer.add_pad_token_id(field.parts[-1].tolist()[0] if field else 0)
 
     def set_gguf_parameters(self):
         d_model = self.find_hparam(["hidden_size",       "d_model"])
@@ -2760,59 +2357,42 @@ class MambaModel(Model):
         self.gguf_writer.add_layer_norm_rms_eps(rms_norm_eps)
         self.gguf_writer.add_file_type(self.ftype)
 
-    def write_tensors(self):
-        block_count = self.hparams["n_layer"]
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
+    _tok_embd = None
 
-        tok_embd = None
-        tok_embd_name = gguf.TENSOR_NAMES[gguf.MODEL_TENSOR.TOKEN_EMBD] + ".weight"
-        output_name   = gguf.TENSOR_NAMES[gguf.MODEL_TENSOR.OUTPUT]     + ".weight"
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
 
-        for name, data_torch in self.get_tensors():
-            old_dtype = data_torch.dtype
+        output_name = self.format_tensor_name(gguf.MODEL_TENSOR.OUTPUT)
+        tok_embd_name = self.format_tensor_name(gguf.MODEL_TENSOR.TOKEN_EMBD)
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        new_name = self.map_tensor_name(name)
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+        if name.endswith(".A_log"):
+            logger.debug("A_log --> A ==> " + new_name)
+            data_torch = -torch.exp(data_torch)
 
-            if name.endswith(".A_log"):
-                logger.debug("A_log --> A ==> " + new_name)
-                data_torch = -torch.exp(data_torch)
+        # assuming token_embd.weight is seen before output.weight
+        if self._tok_embd is not None and new_name == output_name:
+            if torch.equal(self._tok_embd, data_torch):
+                logger.debug(f"{output_name} is equivalent to {tok_embd_name}, omitting")
+                return []
+        elif new_name == tok_embd_name:
+            self._tok_embd = data_torch
 
-            # assuming token_embd.weight is seen before output.weight
-            if tok_embd is not None and new_name == output_name:
-                if torch.equal(tok_embd, data_torch):
-                    logger.debug(f"{output_name} is equivalent to {tok_embd_name}, omitting")
-                    continue
-            if new_name == tok_embd_name:
-                tok_embd = data_torch
+        return [(new_name, data_torch)]
 
-            data = data_torch.squeeze().numpy()
+    def extra_f32_tensors(self, name: str, new_name: str, bid: int | None, n_dims: int) -> bool:
+        del n_dims  # unused
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
-
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
-
-            # TODO: Why cant we use these float16 as-is? There should be not reason to store float16 as float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
-
-            # if f16 desired, convert big float32 2-dim weight tensors to float16
-            new_weight_name = new_name[:-len(".weight")] if new_name.endswith(".weight") else ""
-            if self.ftype == 1 and data_dtype == np.float32 and new_weight_name.endswith((".ssm_in", ".ssm_out", "token_embd", "output")) and n_dims == 2:
-                data = data.astype(np.float16)
-
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
-
-            self.gguf_writer.add_tensor(new_name, data)
+        return bid is not None and new_name in (
+            self.format_tensor_name(n, bid, ".weight" if name.endswith(".weight") else "") for n in [
+                gguf.MODEL_TENSOR.SSM_CONV1D,
+                gguf.MODEL_TENSOR.SSM_X,
+                gguf.MODEL_TENSOR.SSM_DT,
+                gguf.MODEL_TENSOR.SSM_A,
+                gguf.MODEL_TENSOR.SSM_D,
+            ]
+        )
 
 
 @Model.register("CohereForCausalLM")
@@ -2824,7 +2404,8 @@ class CommandR2Model(Model):
 
         # max_position_embeddings = 8192 in config.json but model was actually
         # trained on 128k context length
-        self.hparams["max_position_embeddings"] = self.hparams["model_max_length"]
+        # aya-23 models don't have model_max_length specified
+        self.hparams["max_position_embeddings"] = self.find_hparam(["model_max_length", "max_position_embeddings"])
 
     def set_gguf_parameters(self):
         super().set_gguf_parameters()
@@ -2846,55 +2427,329 @@ class OlmoModel(Model):
 
     # Same as super class, but permuting q_proj, k_proj
     # Copied from: LlamaModel
-    def write_tensors(self):
-        block_count = self.hparams.get("n_layers", self.hparams.get("num_hidden_layers", self.hparams.get("n_layer")))
-        tensor_map = gguf.get_tensor_name_map(self.model_arch, block_count)
-        n_head = self.hparams.get("num_attention_heads")
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        del bid  # unused
+
+        n_head = self.hparams["num_attention_heads"]
         n_kv_head = self.hparams.get("num_key_value_heads")
-        for name, data_torch in self.get_tensors():
-            old_dtype = data_torch.dtype
 
-            # convert any unsupported data types to float32
-            if data_torch.dtype not in (torch.float16, torch.float32):
-                data_torch = data_torch.to(torch.float32)
+        if name.endswith("q_proj.weight"):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_head)
+        if name.endswith("k_proj.weight"):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_kv_head)
 
-            data = data_torch.numpy()
+        return [(self.map_tensor_name(name), data_torch)]
 
-            if name.endswith("q_proj.weight"):
-                data = permute(data, n_head, n_head)
-            if name.endswith("k_proj.weight"):
-                data = permute(data, n_head, n_kv_head)
 
-            data = data.squeeze()
+@Model.register("JinaBertModel", "JinaBertForMaskedLM")
+class JinaBertV2Model(BertModel):
+    model_arch = gguf.MODEL_ARCH.JINA_BERT_V2
 
-            # map tensor names
-            new_name = tensor_map.get_name(name, try_suffixes=(".weight", ".bias"))
-            if new_name is None:
-                raise ValueError(f"Can not map tensor {name!r}")
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+        self.intermediate_size = self.hparams["intermediate_size"]
 
-            n_dims = len(data.shape)
-            data_dtype = data.dtype
+    def get_tensors(self):
+        for name, data in super().get_tensors():
+            if 'gated_layers' in name:
+                d1 = data[:self.intermediate_size, :]
+                name1 = name.replace('gated_layers', 'gated_layers_w')
+                d2 = data[self.intermediate_size:, :]
+                name2 = name.replace('gated_layers', 'gated_layers_v')
+                yield name1, d1
+                yield name2, d2
+                continue
 
-            # if f32 desired, convert any float16 to float32
-            if self.ftype == 0 and data_dtype == np.float16:
-                data = data.astype(np.float32)
+            yield name, data
 
-            # 1d tensors need to be converted to float32
-            if self.ftype == 1 and data_dtype == np.float16 and n_dims == 1:
-                data = data.astype(np.float32)
+    def set_vocab(self, *args, **kwargs):
+        tokenizer_class = 'BertTokenizer'
+        with open(self.dir_model / "tokenizer_config.json", "r", encoding="utf-8") as f:
+            tokenizer_class = json.load(f)['tokenizer_class']
 
-            # if f16 desired, convert any float32 2-dim weight tensors to float16
-            if self.ftype == 1 and data_dtype == np.float32 and n_dims == 2:
-                data = data.astype(np.float16)
+        if tokenizer_class == 'BertTokenizer':
+            super().set_vocab()
+        elif tokenizer_class == 'RobertaTokenizer':
+            self._set_vocab_gpt2()
+            self.gguf_writer.add_token_type_count(2)
+        else:
+            raise NotImplementedError(f'Tokenizer {tokenizer_class} is not supported for JinaBertModel')
+        self.gguf_writer.add_add_bos_token(True)
+        self.gguf_writer.add_add_eos_token(True)
 
-            logger.info(f"{new_name}, n_dims = {n_dims}, {old_dtype} --> {data.dtype}")
 
-            self.gguf_writer.add_tensor(new_name, data)
+@Model.register("ArcticForCausalLM")
+class ArcticModel(Model):
+    model_arch = gguf.MODEL_ARCH.ARCTIC
+
+    def set_vocab(self):
+        # The reason for using a custom implementation here is that the
+        # snowflake-arctic-instruct model redefined tokens 31998 and 31999 from
+        # tokenizer.model and used them as BOS and EOS instead of adding new tokens.
+        from sentencepiece import SentencePieceProcessor
+
+        tokenizer_path = self.dir_model / 'tokenizer.model'
+
+        if not tokenizer_path.is_file():
+            logger.error(f'Error: Missing {tokenizer_path}')
+            sys.exit(1)
+
+        # Read the whole vocabulary from the tokenizer.model file
+        tokenizer = SentencePieceProcessor()
+        tokenizer.LoadFromFile(str(tokenizer_path))
+
+        vocab_size = self.hparams.get('vocab_size', tokenizer.vocab_size())
+
+        tokens: list[bytes] = [f"[PAD{i}]".encode("utf-8") for i in range(vocab_size)]
+        scores: list[float] = [-10000.0] * vocab_size
+        toktypes: list[int] = [SentencePieceTokenTypes.UNKNOWN] * vocab_size
+
+        for token_id in range(tokenizer.vocab_size()):
+
+            piece = tokenizer.IdToPiece(token_id)
+            text = piece.encode("utf-8")
+            score = tokenizer.GetScore(token_id)
+
+            toktype = SentencePieceTokenTypes.NORMAL
+            if tokenizer.IsUnknown(token_id):
+                toktype = SentencePieceTokenTypes.UNKNOWN
+            elif tokenizer.IsControl(token_id):
+                toktype = SentencePieceTokenTypes.CONTROL
+            elif tokenizer.IsUnused(token_id):
+                toktype = SentencePieceTokenTypes.UNUSED
+            elif tokenizer.IsByte(token_id):
+                toktype = SentencePieceTokenTypes.BYTE
+
+            tokens[token_id] = text
+            scores[token_id] = score
+            toktypes[token_id] = toktype
+
+        # Use the added_tokens_decoder field from tokeniser_config.json as the source
+        # of information about added/redefined tokens and modify them accordingly.
+        tokenizer_config_file = self.dir_model / 'tokenizer_config.json'
+        if tokenizer_config_file.is_file():
+            with open(tokenizer_config_file, "r", encoding="utf-8") as f:
+                tokenizer_config_json = json.load(f)
+
+                if "added_tokens_decoder" in tokenizer_config_json:
+                    added_tokens_decoder = tokenizer_config_json["added_tokens_decoder"]
+                    for token_id, token_json in added_tokens_decoder.items():
+                        token_id = int(token_id)
+                        if (token_id >= vocab_size):
+                            logger.debug(f'ignore token {token_id}: id is out of range, max={vocab_size - 1}')
+                            continue
+
+                        token_content = token_json["content"]
+                        token_type = SentencePieceTokenTypes.USER_DEFINED
+                        token_score = -10000.0
+
+                        # Map unk_token to UNKNOWN, other special tokens to CONTROL
+                        # Set the score to 0.0 as in the original tokenizer.model
+                        if ("special" in token_json) and token_json["special"]:
+                            if token_content == tokenizer_config_json["unk_token"]:
+                                token_type = SentencePieceTokenTypes.UNKNOWN
+                            else:
+                                token_type = SentencePieceTokenTypes.CONTROL
+                            token_score = 0.0
+
+                        logger.info(f"Setting added token {token_id} to '{token_content}' (type: {token_type}, score: {token_score:.2f})")
+                        tokens[token_id] = token_content.encode("utf-8")
+                        toktypes[token_id] = token_type
+                        scores[token_id] = token_score
+
+        self.gguf_writer.add_tokenizer_model("llama")
+        self.gguf_writer.add_tokenizer_pre("default")
+        self.gguf_writer.add_token_list(tokens)
+        self.gguf_writer.add_token_scores(scores)
+        self.gguf_writer.add_token_types(toktypes)
+
+        special_vocab = gguf.SpecialVocab(self.dir_model, n_vocab=len(tokens))
+        special_vocab.add_to_gguf(self.gguf_writer)
+
+    def set_gguf_parameters(self):
+        super().set_gguf_parameters()
+        hparams = self.hparams
+        self.gguf_writer.add_vocab_size(hparams["vocab_size"])
+        self.gguf_writer.add_rope_dimension_count(hparams["hidden_size"] // hparams["num_attention_heads"])
+
+    _experts: list[dict[str, Tensor]] | None = None
+
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        n_head = self.hparams["num_attention_heads"]
+        n_kv_head = self.hparams.get("num_key_value_heads")
+
+        if name.endswith("q_proj.weight"):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_head)
+        if name.endswith("k_proj.weight"):
+            data_torch = LlamaModel.permute(data_torch, n_head, n_kv_head)
+
+        # process the experts separately
+        if name.find("block_sparse_moe.experts") != -1:
+            n_experts = self.hparams["num_local_experts"]
+
+            assert bid is not None
+
+            if self._experts is None:
+                self._experts = [{} for _ in range(self.block_count)]
+
+            self._experts[bid][name] = data_torch
+
+            if len(self._experts[bid]) >= n_experts * 3:
+                tensors: list[tuple[str, Tensor]] = []
+
+                # merge the experts into a single 3d tensor
+                for wid in ["w1", "w2", "w3"]:
+                    datas: list[Tensor] = []
+
+                    for xid in range(n_experts):
+                        ename = f"model.layers.{bid}.block_sparse_moe.experts.{xid}.{wid}.weight"
+                        datas.append(self._experts[bid][ename])
+                        del self._experts[bid][ename]
+
+                    data_torch = torch.stack(datas, dim=0)
+
+                    merged_name = f"layers.{bid}.feed_forward.experts.{wid}.weight"
+
+                    new_name = self.map_tensor_name(merged_name)
+
+                    tensors.append((new_name, data_torch))
+                return tensors
+            else:
+                return []
+
+        return [(self.map_tensor_name(name), data_torch)]
+
+    def write_tensors(self):
+        super().write_tensors()
+
+        if self._experts is not None:
+            # flatten `list[dict[str, Tensor]]` into `list[str]`
+            experts = [k for d in self._experts for k in d.keys()]
+            if len(experts) > 0:
+                raise ValueError(f"Unprocessed experts: {experts}")
+
+
+@Model.register("DeepseekV2ForCausalLM")
+class DeepseekV2Model(Model):
+    model_arch = gguf.MODEL_ARCH.DEEPSEEK2
+
+    def set_vocab(self):
+        self._set_vocab_gpt2()
+
+    def set_gguf_parameters(self):
+        super().set_gguf_parameters()
+        hparams = self.hparams
+
+        self.gguf_writer.add_leading_dense_block_count(hparams["first_k_dense_replace"])
+        self.gguf_writer.add_vocab_size(hparams["vocab_size"])
+        if "q_lora_rank" in hparams and hparams["q_lora_rank"] is not None:
+            self.gguf_writer.add_q_lora_rank(hparams["q_lora_rank"])
+        self.gguf_writer.add_kv_lora_rank(hparams["kv_lora_rank"])
+        self.gguf_writer.add_key_length(hparams["qk_nope_head_dim"] + hparams["qk_rope_head_dim"])
+        self.gguf_writer.add_value_length(hparams["v_head_dim"])
+        self.gguf_writer.add_expert_feed_forward_length(hparams["moe_intermediate_size"])
+        self.gguf_writer.add_expert_count(hparams["n_routed_experts"])
+        self.gguf_writer.add_expert_shared_count(hparams["n_shared_experts"])
+        self.gguf_writer.add_expert_weights_scale(hparams["routed_scaling_factor"])
+        self.gguf_writer.add_rope_dimension_count(hparams["qk_rope_head_dim"])
+
+        if self.hparams.get("rope_scaling") is not None and "factor" in self.hparams["rope_scaling"]:
+            if self.hparams["rope_scaling"].get("type") == "yarn":
+                self.gguf_writer.add_rope_scaling_type(gguf.RopeScalingType.YARN)
+                self.gguf_writer.add_rope_scaling_factor(self.hparams["rope_scaling"]["factor"])
+                self.gguf_writer.add_rope_scaling_orig_ctx_len(self.hparams["rope_scaling"]["original_max_position_embeddings"])
+                self.gguf_writer.add_rope_scaling_yarn_log_mul(0.1 * hparams["rope_scaling"]["mscale_all_dim"])
+
+    _experts: list[dict[str, Tensor]] | None = None
+
+    def modify_tensors(self, data_torch: Tensor, name: str, bid: int | None) -> Iterable[tuple[str, Tensor]]:
+        # process the experts separately
+        if name.find("mlp.experts") != -1:
+            n_experts = self.hparams["n_routed_experts"]
+            assert bid is not None
+
+            if self._experts is None:
+                self._experts = [{} for _ in range(self.block_count)]
+
+            self._experts[bid][name] = data_torch
+
+            if len(self._experts[bid]) >= n_experts * 3:
+                tensors: list[tuple[str, Tensor]] = []
+
+                # merge the experts into a single 3d tensor
+                for w_name in ["down_proj", "gate_proj", "up_proj"]:
+                    datas: list[Tensor] = []
+
+                    for xid in range(n_experts):
+                        ename = f"model.layers.{bid}.mlp.experts.{xid}.{w_name}.weight"
+                        datas.append(self._experts[bid][ename])
+                        del self._experts[bid][ename]
+
+                    data_torch = torch.stack(datas, dim=0)
+
+                    merged_name = f"model.layers.{bid}.mlp.experts.{w_name}.weight"
+
+                    new_name = self.map_tensor_name(merged_name)
+
+                    tensors.append((new_name, data_torch))
+                return tensors
+            else:
+                return []
+
+        return [(self.map_tensor_name(name), data_torch)]
+
+    def write_tensors(self):
+        super().write_tensors()
+
+        if self._experts is not None:
+            # flatten `list[dict[str, Tensor]]` into `list[str]`
+            experts = [k for d in self._experts for k in d.keys()]
+            if len(experts) > 0:
+                raise ValueError(f"Unprocessed experts: {experts}")
 
 
 ###### CONVERSION LOGIC ######
 
 
+# tree of lazy tensors
+class LazyTorchTensor(gguf.LazyBase):
+    _tensor_type = torch.Tensor
+    # to keep the type-checker happy
+    dtype: torch.dtype
+    shape: torch.Size
+
+    # only used when converting a torch.Tensor to a np.ndarray
+    _dtype_map: dict[torch.dtype, type] = {
+        torch.float16: np.float16,
+        torch.float32: np.float32,
+    }
+
+    def numpy(self) -> gguf.LazyNumpyTensor:
+        dtype = self._dtype_map[self.dtype]
+        return gguf.LazyNumpyTensor(
+            meta=gguf.LazyNumpyTensor.meta_with_dtype_and_shape(dtype, self.shape),
+            lazy=self._lazy,
+            args=(self,),
+            func=(lambda s: s[0].numpy())
+        )
+
+    @classmethod
+    def meta_with_dtype_and_shape(cls, dtype: torch.dtype, shape: torch.Size) -> Tensor:
+        return torch.empty(size=shape, dtype=dtype, device="meta")
+
+    @classmethod
+    def __torch_function__(cls, func, types, args=(), kwargs=None):
+        del types  # unused
+
+        if kwargs is None:
+            kwargs = {}
+
+        if func is torch.Tensor.numpy:
+            return args[0].numpy()
+
+        return LazyTorchTensor._wrap_fn(func)(*args, **kwargs)
+
+
 def parse_args() -> argparse.Namespace:
     parser = argparse.ArgumentParser(
         description="Convert a huggingface model to a GGML compatible file")
@@ -2904,23 +2759,40 @@ def parse_args() -> argparse.Namespace:
     )
     parser.add_argument(
         "--awq-path", type=Path, default=None,
-        help="Path to scale awq cache file")
+        help="Path to scale awq cache file",
+    )
     parser.add_argument(
         "--outfile", type=Path,
-        help="path to write to; default: based on input",
+        help="path to write to; default: based on input. {ftype} will be replaced by the outtype.",
     )
     parser.add_argument(
-        "--outtype", type=str, choices=["f32", "f16"], default="f16",
-        help="output format - use f32 for float32, f16 for float16",
+        "--outtype", type=str, choices=["f32", "f16", "bf16", "q8_0", "auto"], default="f16",
+        help="output format - use f32 for float32, f16 for float16, bf16 for bfloat16, q8_0 for Q8_0, auto for the highest-fidelity 16-bit float type depending on the first loaded tensor type",
+    )
+    parser.add_argument(
+        "--bigendian", action="store_true",
+        help="model is executed on big endian machine",
     )
-    parser.add_argument("--bigendian", action="store_true", help="model is executed on big endian machine")
     parser.add_argument(
         "model", type=Path,
         help="directory containing model file",
     )
-    parser.add_argument("--use-temp-file", action="store_true", help="use the tempfile library while processing (helpful when running out of memory, process killed)")
-    parser.add_argument("--model-name", type=str, default=None, help="name of the model")
-    parser.add_argument("--verbose", action="store_true", help="increase output verbosity")
+    parser.add_argument(
+        "--use-temp-file", action="store_true",
+        help="use the tempfile library while processing (helpful when running out of memory, process killed)",
+    )
+    parser.add_argument(
+        "--no-lazy", action="store_true",
+        help="use more RAM by computing all outputs before writing (use in case lazy evaluation is broken)",
+    )
+    parser.add_argument(
+        "--model-name", type=str, default=None,
+        help="name of the model",
+    )
+    parser.add_argument(
+        "--verbose", action="store_true",
+        help="increase output verbosity",
+    )
 
     return parser.parse_args()
 
@@ -2949,16 +2821,19 @@ def main() -> None:
         logger.error(f'Error: {args.model} is not a directory')
         sys.exit(1)
 
-    ftype_map = {
-        "f32": gguf.GGMLQuantizationType.F32,
-        "f16": gguf.GGMLQuantizationType.F16,
+    ftype_map: dict[str, gguf.LlamaFileType] = {
+        "f32": gguf.LlamaFileType.ALL_F32,
+        "f16": gguf.LlamaFileType.MOSTLY_F16,
+        "bf16": gguf.LlamaFileType.MOSTLY_BF16,
+        "q8_0": gguf.LlamaFileType.MOSTLY_Q8_0,
+        "auto": gguf.LlamaFileType.GUESSED,
     }
 
     if args.outfile is not None:
         fname_out = args.outfile
     else:
         # output in the same directory as the model by default
-        fname_out = dir_model / f'ggml-model-{args.outtype}.gguf'
+        fname_out = dir_model / 'ggml-model-{ftype}.gguf'
 
     logger.info(f"Loading model: {dir_model.name}")
 
@@ -2966,7 +2841,7 @@ def main() -> None:
 
     with torch.inference_mode():
         model_class = Model.from_model_architecture(hparams["architectures"][0])
-        model_instance = model_class(dir_model, ftype_map[args.outtype], fname_out, args.bigendian, args.use_temp_file)
+        model_instance = model_class(dir_model, ftype_map[args.outtype], fname_out, args.bigendian, args.use_temp_file, args.no_lazy)
 
         logger.info("Set model parameters")
         model_instance.set_gguf_parameters()
@@ -2974,14 +2849,16 @@ def main() -> None:
         logger.info("Set model tokenizer")
         model_instance.set_vocab()
 
+        model_instance.gguf_writer.add_quantization_version(gguf.GGML_QUANT_VERSION)
+
         if args.vocab_only:
-            logger.info(f"Exporting model vocab to '{fname_out}'")
+            logger.info(f"Exporting model vocab to '{model_instance.fname_out}'")
             model_instance.write_vocab()
         else:
-            logger.info(f"Exporting model to '{fname_out}'")
+            logger.info(f"Exporting model to '{model_instance.fname_out}'")
             model_instance.write()
 
-        logger.info(f"Model successfully exported to '{fname_out}'")
+        logger.info(f"Model successfully exported to '{model_instance.fname_out}'")
 
 
 if __name__ == '__main__':
diff --git a/convert-lora-to-ggml.py b/convert-lora-to-ggml.py
deleted file mode 100755
index f09fa85fe..000000000
--- a/convert-lora-to-ggml.py
+++ /dev/null
@@ -1,150 +0,0 @@
-#!/usr/bin/env python3
-from __future__ import annotations
-
-import logging
-import json
-import os
-import struct
-import sys
-from pathlib import Path
-from typing import Any, BinaryIO, Sequence
-
-import numpy as np
-import torch
-
-if 'NO_LOCAL_GGUF' not in os.environ:
-    sys.path.insert(1, str(Path(__file__).parent / 'gguf-py' / 'gguf'))
-import gguf
-
-logging.basicConfig(level=logging.DEBUG)
-logger = logging.getLogger("lora-to-gguf")
-
-NUMPY_TYPE_TO_FTYPE: dict[str, int] = {"float32": 0, "float16": 1}
-
-
-def write_file_header(fout: BinaryIO, params: dict[str, Any]) -> None:
-    fout.write(b"ggla"[::-1])  # magic (ggml lora)
-    fout.write(struct.pack("i", 1))  # file version
-    fout.write(struct.pack("i", params["r"]))
-    # https://opendelta.readthedocs.io/en/latest/modules/deltas.html says that `lora_alpha` is an int
-    # but some models ship a float value instead
-    # let's convert to int, but fail if lossless conversion is not possible
-    assert (
-        int(params["lora_alpha"]) == params["lora_alpha"]
-    ), "cannot convert float to int losslessly"
-    fout.write(struct.pack("i", int(params["lora_alpha"])))
-
-
-def write_tensor_header(fout: BinaryIO, name: str, shape: Sequence[int], data_type: np.dtype[Any]) -> None:
-    sname = name.encode("utf-8")
-    fout.write(
-        struct.pack(
-            "iii",
-            len(shape),
-            len(sname),
-            NUMPY_TYPE_TO_FTYPE[data_type.name],
-        )
-    )
-    fout.write(struct.pack("i" * len(shape), *shape[::-1]))
-    fout.write(sname)
-    fout.seek((fout.tell() + 31) & -32)
-
-
-if __name__ == '__main__':
-    if len(sys.argv) < 2:
-        logger.info(f"Usage: python {sys.argv[0]} <path> [arch]")
-        logger.info("Path must contain HuggingFace PEFT LoRA files 'adapter_config.json' and 'adapter_model.bin'")
-        logger.info(f"Arch must be one of {list(gguf.MODEL_ARCH_NAMES.values())} (default: llama)")
-        sys.exit(1)
-
-    input_json = os.path.join(sys.argv[1], "adapter_config.json")
-    input_model = os.path.join(sys.argv[1], "adapter_model.bin")
-    output_path = os.path.join(sys.argv[1], "ggml-adapter-model.bin")
-
-    if os.path.exists(input_model):
-        model = torch.load(input_model, map_location="cpu")
-    else:
-        input_model = os.path.join(sys.argv[1], "adapter_model.safetensors")
-        # lazy import load_file only if lora is in safetensors format.
-        from safetensors.torch import load_file
-        model = load_file(input_model, device="cpu")
-
-    arch_name = sys.argv[2] if len(sys.argv) == 3 else "llama"
-
-    if arch_name not in gguf.MODEL_ARCH_NAMES.values():
-        logger.error(f"Error: unsupported architecture {arch_name}")
-        sys.exit(1)
-
-    arch = list(gguf.MODEL_ARCH_NAMES.keys())[list(gguf.MODEL_ARCH_NAMES.values()).index(arch_name)]
-    name_map = gguf.TensorNameMap(arch, 200) # 200 layers ought to be enough for anyone
-
-    with open(input_json, "r") as f:
-        params = json.load(f)
-
-    if params["peft_type"] != "LORA":
-        logger.error(f"Error: unsupported adapter type {params['peft_type']}, expected LORA")
-        sys.exit(1)
-
-    if params["fan_in_fan_out"] is True:
-        logger.error("Error: param fan_in_fan_out is not supported")
-        sys.exit(1)
-
-    if params["bias"] is not None and params["bias"] != "none":
-        logger.error("Error: param bias is not supported")
-        sys.exit(1)
-
-    # TODO: these seem to be layers that have been trained but without lora.
-    # doesn't seem widely used but eventually should be supported
-    if params["modules_to_save"] is not None and len(params["modules_to_save"]) > 0:
-        logger.error("Error: param modules_to_save is not supported")
-        sys.exit(1)
-
-    with open(output_path, "wb") as fout:
-        fout.truncate()
-
-        write_file_header(fout, params)
-        for k, v in model.items():
-            orig_k = k
-            if k.endswith(".default.weight"):
-                k = k.replace(".default.weight", ".weight")
-            if k in ["llama_proj.weight", "llama_proj.bias"]:
-                continue
-            if k.endswith("lora_A.weight"):
-                if v.dtype != torch.float16 and v.dtype != torch.float32:
-                    v = v.float()
-                v = v.T
-            else:
-                v = v.float()
-
-            t = v.detach().numpy()
-
-            prefix = "base_model.model."
-            if k.startswith(prefix):
-                k = k[len(prefix) :]
-
-            lora_suffixes = (".lora_A.weight", ".lora_B.weight")
-            if k.endswith(lora_suffixes):
-                suffix = k[-len(lora_suffixes[0]):]
-                k = k[: -len(lora_suffixes[0])]
-            else:
-                logger.error(f"Error: unrecognized tensor name {orig_k}")
-                sys.exit(1)
-
-            tname = name_map.get_name(k)
-            if tname is None:
-                logger.error(f"Error: could not map tensor name {orig_k}")
-                logger.error(" Note: the arch parameter must be specified if the model is not llama")
-                sys.exit(1)
-
-            if suffix == ".lora_A.weight":
-                tname += ".weight.loraA"
-            elif suffix == ".lora_B.weight":
-                tname += ".weight.loraB"
-            else:
-                assert False
-
-            logger.info(f"{k} => {tname} {t.shape} {t.dtype} {t.nbytes/1024/1024:.2f}MB")
-            write_tensor_header(fout, tname, t.shape, t.dtype)
-            t.tofile(fout)
-
-    logger.info(f"Converted {input_json} and {input_model} to {output_path}")
diff --git a/convert-persimmon-to-gguf.py b/convert-persimmon-to-gguf.py
deleted file mode 100755
index 07dcade74..000000000
--- a/convert-persimmon-to-gguf.py
+++ /dev/null
@@ -1,143 +0,0 @@
-#!/usr/bin/env python3
-from __future__ import annotations
-
-import logging
-import argparse
-import os
-import sys
-from pathlib import Path
-from pprint import pprint
-
-import torch
-from sentencepiece import SentencePieceProcessor
-
-if 'NO_LOCAL_GGUF' not in os.environ:
-    sys.path.insert(1, str(Path(__file__).parent / 'gguf-py'))
-import gguf
-
-logger = logging.getLogger("persimmon-to-gguf")
-
-
-def _flatten_dict(dct, tensors, prefix=None):
-    assert isinstance(dct, dict)
-    for key in dct.keys():
-        new_prefix = prefix + '.' + key if prefix is not None else key
-        if isinstance(dct[key], torch.Tensor):
-            tensors[new_prefix] = dct[key]
-        elif isinstance(dct[key], dict):
-            _flatten_dict(dct[key], tensors, new_prefix)
-        else:
-            raise ValueError(type(dct[key]))
-    return None
-
-
-def _get_sentencepiece_tokenizer_info(dir_model: Path):
-    tokenizer_path = dir_model / 'adept_vocab.model'
-    logger.info('getting sentencepiece tokenizer from', tokenizer_path)
-    tokenizer = SentencePieceProcessor(str(tokenizer_path))
-    logger.info('adding tokens')
-    tokens: list[bytes] = []
-    scores: list[float] = []
-    toktypes: list[int] = []
-
-    for i in range(tokenizer.vocab_size()):
-        text: bytes
-        score: float
-
-        piece = tokenizer.id_to_piece(i)
-        text = piece.encode("utf-8")
-        score = tokenizer.get_score(i)
-
-        toktype = 1
-        if tokenizer.is_unknown(i):
-            toktype = 2
-        if tokenizer.is_control(i):
-            toktype = 3
-        if tokenizer.is_unused(i):
-            toktype = 5
-        if tokenizer.is_byte(i):
-            toktype = 6
-
-        tokens.append(text)
-        scores.append(score)
-        toktypes.append(toktype)
-        pass
-    return tokens, scores, toktypes
-
-
-def main():
-    parser = argparse.ArgumentParser(description="Convert a Persimmon model from Adept (e.g. Persimmon 8b chat) to a GGML compatible file")
-    parser.add_argument("--outfile",             type=Path, help="path to write to; default: based on input")
-    parser.add_argument("--ckpt-path",           type=Path, help="path to persimmon checkpoint .pt file")
-    parser.add_argument("--model-dir",           type=Path, help="directory containing model e.g. 8b_chat_model_release")
-    parser.add_argument("--adept-inference-dir", type=str,  help="path to adept-inference code directory")
-    parser.add_argument("--verbose",  action="store_true",  help="increase output verbosity")
-    args = parser.parse_args()
-    logging.basicConfig(level=logging.DEBUG if args.verbose else logging.INFO)
-    sys.path.append(str(args.adept_inference_dir))
-    persimmon_model = torch.load(args.ckpt_path)
-    hparams = persimmon_model['args']
-    pprint(hparams)
-    tensors: dict[str, torch.Tensor] = {}
-    _flatten_dict(persimmon_model['model'], tensors, None)
-
-    arch = gguf.MODEL_ARCH.PERSIMMON
-    gguf_writer = gguf.GGUFWriter(args.outfile, gguf.MODEL_ARCH_NAMES[arch])
-
-    block_count = hparams.num_layers
-    head_count = hparams.num_attention_heads
-    head_count_kv = head_count
-    ctx_length = hparams.seq_length
-    hidden_size = hparams.hidden_size
-
-    gguf_writer.add_name('persimmon-8b-chat')
-    gguf_writer.add_context_length(ctx_length)
-    gguf_writer.add_embedding_length(hidden_size)
-    gguf_writer.add_block_count(block_count)
-    gguf_writer.add_feed_forward_length(hparams.ffn_hidden_size)
-    # ref: https://github.com/ggerganov/llama.cpp/pull/4889/commits/eea19039fc52ea2dbd1aab45b59ab4e3e29a3443
-    gguf_writer.add_rope_dimension_count(hidden_size // head_count // 2)
-    gguf_writer.add_head_count(head_count)
-    gguf_writer.add_head_count_kv(head_count_kv)
-    gguf_writer.add_rope_freq_base(hparams.rotary_emb_base)
-    gguf_writer.add_layer_norm_eps(hparams.layernorm_epsilon)
-
-    tokens, scores, toktypes = _get_sentencepiece_tokenizer_info(args.model_dir)
-    gguf_writer.add_tokenizer_model('llama')
-    gguf_writer.add_tokenizer_pre('default')
-    gguf_writer.add_token_list(tokens)
-    gguf_writer.add_token_scores(scores)
-    gguf_writer.add_token_types(toktypes)
-    gguf_writer.add_bos_token_id(71013)
-    gguf_writer.add_eos_token_id(71013)
-
-    tensor_map = gguf.get_tensor_name_map(arch, block_count)
-    logger.info(tensor_map)
-    for name in tensors.keys():
-        data_torch = tensors[name]
-        if name.endswith(".self_attention.rotary_emb.inv_freq"):
-            continue
-        old_dtype = data_torch.dtype
-        # TODO: FP16 conversion produces garbage outputs. (Q8_0 does not, so..?)
-        data = data_torch.to(torch.float32).squeeze().numpy()
-        new_name = tensor_map.get_name(name, try_suffixes = (".weight", ".bias"))
-        if new_name is None:
-            raise ValueError(f"Can not map tensor '{name}'")
-
-        n_dims = len(data.shape)
-        logger.debug(f"{new_name}, n_dims = {str(n_dims)}, {str(old_dtype)} --> {str(data.dtype)}")
-        gguf_writer.add_tensor(new_name, data)
-    logger.info("gguf: write header")
-    gguf_writer.write_header_to_file()
-    logger.info("gguf: write metadata")
-    gguf_writer.write_kv_data_to_file()
-    logger.info("gguf: write tensors")
-    gguf_writer.write_tensors_to_file()
-
-    gguf_writer.close()
-
-    logger.info(f"gguf: model successfully exported to '{args.outfile}'")
-
-
-if __name__ == '__main__':
-    main()
diff --git a/docs/HOWTO-add-model.md b/docs/HOWTO-add-model.md
index 48769cdf6..138124248 100644
--- a/docs/HOWTO-add-model.md
+++ b/docs/HOWTO-add-model.md
@@ -17,7 +17,7 @@ Also, it is important to check that the examples and main ggml backends (CUDA, M
 ### 1. Convert the model to GGUF
 
 This step is done in python with a `convert` script using the [gguf](https://pypi.org/project/gguf/) library.
-Depending on the model architecture, you can use either [convert.py](../convert.py) or [convert-hf-to-gguf.py](../convert-hf-to-gguf.py).
+Depending on the model architecture, you can use either [convert-hf-to-gguf.py](../convert-hf-to-gguf.py) or [examples/convert-legacy-llama.py](../examples/convert-legacy-llama.py) (for `llama/llama2` models in `.pth` format).
 
 The convert script reads the model configuration, tokenizer, tensor names+data and converts them to GGUF metadata and tensors.
 
diff --git a/docs/debugging-tests.md b/docs/debugging-tests.md
new file mode 100644
index 000000000..18407f688
--- /dev/null
+++ b/docs/debugging-tests.md
@@ -0,0 +1,104 @@
+# Debugging Tests Tips
+
+## How to run & execute or debug a specific test without anything else to keep the feedback loop short?
+
+There is a script called debug-test.sh in the scripts folder whose parameter takes a REGEX and an optional test number.
+
+For example, running the following command will output an interactive list from which you can select a test. It takes this form:
+
+`debug-test.sh [OPTION]... <test_regex> <test_number>`
+
+It will then build & run in the debugger for you.
+
+To just execute a test and get back a PASS or FAIL message run:
+
+```bash
+./scripts/debug-test.sh test-tokenizer
+```
+
+To test in GDB use the `-g` flag to enable gdb test mode.
+
+```bash
+./scripts/debug-test.sh -g test-tokenizer
+
+# Once in the debugger, i.e. at the chevrons prompt, setting a breakpoint could be as follows:
+>>> b main
+```
+
+To speed up the testing loop, if you know your test number you can just run it similar to below:
+
+```bash
+./scripts/debug-test.sh test 23
+```
+
+For further reference use `debug-test.sh -h` to print help.
+
+&nbsp;
+
+### How does the script work?
+If you want to be able to use the concepts contained in the script separately, the important ones are briefly outlined below.
+
+#### Step 1: Reset and Setup folder context
+
+From base of this repository, let's create `build-ci-debug` as our build context.
+
+```bash
+rm -rf build-ci-debug && mkdir build-ci-debug && cd build-ci-debug
+```
+
+#### Step 2: Setup Build Environment and Compile Test Binaries
+
+Setup and trigger a build under debug mode. You may adapt the arguments as needed, but in this case these are sane defaults.
+
+```bash
+cmake -DCMAKE_BUILD_TYPE=Debug -DLLAMA_CUDA=1 -DLLAMA_FATAL_WARNINGS=ON ..
+make -j
+```
+
+#### Step 3: Find all tests available that matches REGEX
+
+The output of this command will give you the command & arguments needed to run GDB.
+
+* `-R test-tokenizer` : looks for all the test files named `test-tokenizer*` (R=Regex)
+* `-N` : "show-only" disables test execution & shows test commands that you can feed to GDB.
+* `-V` : Verbose Mode
+
+```bash
+ctest -R "test-tokenizer" -V -N
+```
+
+This may return output similar to below (focusing on key lines to pay attention to):
+
+```bash
+...
+1: Test command: ~/llama.cpp/build-ci-debug/bin/test-tokenizer-0 "~/llama.cpp/tests/../models/ggml-vocab-llama-spm.gguf"
+1: Working Directory: .
+Labels: main
+  Test  #1: test-tokenizer-0-llama-spm
+...
+4: Test command: ~/llama.cpp/build-ci-debug/bin/test-tokenizer-0 "~/llama.cpp/tests/../models/ggml-vocab-falcon.gguf"
+4: Working Directory: .
+Labels: main
+  Test  #4: test-tokenizer-0-falcon
+...
+```
+
+#### Step 4: Identify Test Command for Debugging
+
+So for test #1 above we can tell these two pieces of relevant information:
+* Test Binary: `~/llama.cpp/build-ci-debug/bin/test-tokenizer-0`
+* Test GGUF Model: `~/llama.cpp/tests/../models/ggml-vocab-llama-spm.gguf`
+
+#### Step 5: Run GDB on test command
+
+Based on the ctest 'test command' report above we can then run a gdb session via this command below:
+
+```bash
+gdb --args ${Test Binary} ${Test GGUF Model}
+```
+
+Example:
+
+```bash
+gdb --args ~/llama.cpp/build-ci-debug/bin/test-tokenizer-0 "~/llama.cpp/tests/../models/ggml-vocab-llama-spm.gguf"
+```
diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt
index f421769cc..b40ee4ccb 100644
--- a/examples/CMakeLists.txt
+++ b/examples/CMakeLists.txt
@@ -49,4 +49,7 @@ else()
         add_subdirectory(server)
     endif()
     add_subdirectory(export-lora)
+    if (LLAMA_RPC)
+        add_subdirectory(rpc)
+    endif()
 endif()
diff --git a/examples/batched/batched.cpp b/examples/batched/batched.cpp
index be30d20bf..591bc6e57 100644
--- a/examples/batched/batched.cpp
+++ b/examples/batched/batched.cpp
@@ -48,7 +48,7 @@ int main(int argc, char ** argv) {
         params.prompt = "Hello my name is";
     }
 
-    process_escapes(params.prompt);
+    string_process_escapes(params.prompt);
 
     // init LLM
 
diff --git a/convert.py b/examples/convert-legacy-llama.py
similarity index 79%
rename from convert.py
rename to examples/convert-legacy-llama.py
index aebfc50f3..fd8401015 100755
--- a/convert.py
+++ b/examples/convert-legacy-llama.py
@@ -24,14 +24,16 @@ from abc import ABC, abstractmethod
 from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor
 from dataclasses import dataclass
 from pathlib import Path
-from typing import TYPE_CHECKING, Any, Callable, ClassVar, IO, Iterable, Literal, Protocol, TypeVar, runtime_checkable
+from typing import TYPE_CHECKING, Any, Callable, IO, Iterable, Literal, TypeVar, Optional
 
 import numpy as np
-from sentencepiece import SentencePieceProcessor
 
 if 'NO_LOCAL_GGUF' not in os.environ:
-    sys.path.insert(1, str(Path(__file__).parent / 'gguf-py'))
+    # use .parent.parent since we are in "examples" directory
+    sys.path.insert(1, str(Path(__file__).parent.parent / 'gguf-py'))
+
 import gguf
+from gguf import BaseVocab, Vocab, NoVocab, BpeVocab, SentencePieceVocab, LlamaHfVocab
 
 if TYPE_CHECKING:
     from typing_extensions import Self, TypeAlias
@@ -284,6 +286,7 @@ class Params:
         n_experts      = None
         n_experts_used = None
         f_rope_freq_base = None
+        n_ff = None
 
         # hack to determine LLaMA v1 vs v2 vs CodeLlama
         if config.get("moe"):
@@ -308,6 +311,8 @@ class Params:
             n_experts_used = config["moe"]["num_experts_per_tok"]
             f_rope_freq_base = 1e6
 
+        assert n_ff is not None
+
         return Params(
             n_vocab          = model["tok_embeddings.weight"].shape[0],
             n_embd           = config["dim"],
@@ -341,302 +346,40 @@ class Params:
         return params
 
 
-#
-# vocab
-#
+@dataclass
+class Metadata:
+    name: Optional[str] = None
+    author: Optional[str] = None
+    version: Optional[str] = None
+    url: Optional[str] = None
+    description: Optional[str] = None
+    licence: Optional[str] = None
+    source_url: Optional[str] = None
+    source_hf_repo: Optional[str] = None
 
-@runtime_checkable
-class BaseVocab(Protocol):
-    tokenizer_model: ClassVar[str]
-    name: ClassVar[str]
+    @staticmethod
+    def load(metadata_path: Path) -> Metadata:
+        if metadata_path is None or not metadata_path.exists():
+            return Metadata()
 
+        with open(metadata_path, 'r') as file:
+            data = json.load(file)
 
-class NoVocab(BaseVocab):
-    tokenizer_model = "no_vocab"
-    name = "no_vocab"
+        # Create a new Metadata instance
+        metadata = Metadata()
 
-    def __repr__(self) -> str:
-        return "<NoVocab for a model without integrated vocabulary>"
+        # Assigning values to Metadata attributes if they exist in the JSON file
+        # This is based on LLM_KV_NAMES mapping in llama.cpp
+        metadata.name = data.get("general.name")
+        metadata.author = data.get("general.author")
+        metadata.version = data.get("general.version")
+        metadata.url = data.get("general.url")
+        metadata.description = data.get("general.description")
+        metadata.license = data.get("general.license")
+        metadata.source_url = data.get("general.source.url")
+        metadata.source_hf_repo = data.get("general.source.huggingface.repository")
 
-
-@runtime_checkable
-class Vocab(BaseVocab, Protocol):
-    vocab_size: int
-    added_tokens_dict: dict[str, int]
-    added_tokens_list: list[str]
-    fname_tokenizer: Path
-
-    def __init__(self, base_path: Path): ...
-    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]: ...
-
-
-class BpeVocab(Vocab):
-    tokenizer_model = "gpt2"
-    name = "bpe"
-
-    def __init__(self, base_path: Path):
-        added_tokens: dict[str, int] = {}
-
-        if (fname_tokenizer := base_path / 'vocab.json').exists():
-            # "slow" tokenizer
-            with open(fname_tokenizer, encoding="utf-8") as f:
-                self.vocab = json.load(f)
-
-            try:
-                # FIXME: Verify that added tokens here _cannot_ overlap with the main vocab.
-                with open(base_path / ADDED_TOKENS_FILE, encoding="utf-8") as f:
-                    added_tokens = json.load(f)
-            except FileNotFoundError:
-                pass
-        else:
-            # "fast" tokenizer
-            fname_tokenizer = base_path / FAST_TOKENIZER_FILE
-
-            # if this fails, FileNotFoundError propagates to caller
-            with open(fname_tokenizer, encoding="utf-8") as f:
-                tokenizer_json = json.load(f)
-
-            tokenizer_model: dict[str, Any] = tokenizer_json['model']
-            if (
-                tokenizer_model['type'] != 'BPE' or tokenizer_model.get('byte_fallback', False)
-                or tokenizer_json['decoder']['type'] != 'ByteLevel'
-            ):
-                raise FileNotFoundError('Cannot find GPT-2 BPE tokenizer')
-
-            self.vocab = tokenizer_model["vocab"]
-
-            if (added := tokenizer_json.get('added_tokens')) is not None:
-                # Added tokens here can be duplicates of the main vocabulary.
-                added_tokens = {item['content']: item['id']
-                                for item in added
-                                if item['content'] not in self.vocab}
-
-        vocab_size   = len(self.vocab)
-        expected_ids = list(range(vocab_size, vocab_size + len(added_tokens)))
-        actual_ids   = sorted(added_tokens.values())
-        if expected_ids != actual_ids:
-            expected_end_id = vocab_size + len(actual_ids) - 1
-            raise ValueError(f"Expected the {len(actual_ids)} added token ID(s) to be sequential in the range "
-                             f"{vocab_size} - {expected_end_id}; got {actual_ids}")
-
-        items = sorted(added_tokens.items(), key=lambda text_idx: text_idx[1])
-        self.added_tokens_dict    = added_tokens
-        self.added_tokens_list    = [text for (text, idx) in items]
-        self.vocab_size_base      = vocab_size
-        self.vocab_size           = self.vocab_size_base + len(self.added_tokens_list)
-        self.fname_tokenizer      = fname_tokenizer
-
-    def bpe_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        reverse_vocab = {id: encoded_tok for encoded_tok, id in self.vocab.items()}
-
-        for i, _ in enumerate(self.vocab):
-            yield reverse_vocab[i], 0.0, gguf.TokenType.NORMAL
-
-    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        for text in self.added_tokens_list:
-            score = -1000.0
-            yield text.encode("utf-8"), score, gguf.TokenType.CONTROL
-
-    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        yield from self.bpe_tokens()
-        yield from self.added_tokens()
-
-    def __repr__(self) -> str:
-        return f"<BpeVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
-
-
-class SentencePieceVocab(Vocab):
-    tokenizer_model = "llama"
-    name = "spm"
-
-    def __init__(self, base_path: Path):
-        added_tokens: dict[str, int] = {}
-        if (fname_tokenizer := base_path / 'tokenizer.model').exists():
-            # normal location
-            try:
-                with open(base_path / ADDED_TOKENS_FILE, encoding="utf-8") as f:
-                    added_tokens = json.load(f)
-            except FileNotFoundError:
-                pass
-        elif not (fname_tokenizer := base_path.parent / 'tokenizer.model').exists():
-            # not found in alternate location either
-            raise FileNotFoundError('Cannot find tokenizer.model')
-
-        self.sentencepiece_tokenizer = SentencePieceProcessor(str(fname_tokenizer))
-        vocab_size = self.sentencepiece_tokenizer.vocab_size()
-
-        new_tokens       = {id: piece for piece, id in added_tokens.items() if id >= vocab_size}
-        expected_new_ids = list(range(vocab_size, vocab_size + len(new_tokens)))
-        actual_new_ids   = sorted(new_tokens.keys())
-
-        if expected_new_ids != actual_new_ids:
-            raise ValueError(f"Expected new token IDs {expected_new_ids} to be sequential; got {actual_new_ids}")
-
-        # Token pieces that were added to the base vocabulary.
-        self.added_tokens_dict  = added_tokens
-        self.added_tokens_list  = [new_tokens[id] for id in actual_new_ids]
-        self.vocab_size_base    = vocab_size
-        self.vocab_size         = self.vocab_size_base + len(self.added_tokens_list)
-        self.fname_tokenizer    = fname_tokenizer
-
-    def sentencepiece_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        tokenizer = self.sentencepiece_tokenizer
-        for i in range(tokenizer.vocab_size()):
-            piece = tokenizer.id_to_piece(i)
-            text         = piece.encode("utf-8")
-            score: float = tokenizer.get_score(i)
-
-            toktype = gguf.TokenType.NORMAL
-            if tokenizer.is_unknown(i):
-                toktype = gguf.TokenType.UNKNOWN
-            if tokenizer.is_control(i):
-                toktype = gguf.TokenType.CONTROL
-
-            # NOTE: I think added_tokens are user defined.
-            # ref: https://github.com/google/sentencepiece/blob/master/src/sentencepiece_model.proto
-            # if tokenizer.is_user_defined(i): toktype = gguf.TokenType.USER_DEFINED
-
-            if tokenizer.is_unused(i):
-                toktype = gguf.TokenType.UNUSED
-            if tokenizer.is_byte(i):
-                toktype = gguf.TokenType.BYTE
-
-            yield text, score, toktype
-
-    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        for text in self.added_tokens_list:
-            score = -1000.0
-            yield text.encode("utf-8"), score, gguf.TokenType.USER_DEFINED
-
-    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        yield from self.sentencepiece_tokens()
-        yield from self.added_tokens()
-
-    def __repr__(self) -> str:
-        return f"<SentencePieceVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
-
-
-class LlamaHfVocab(Vocab):
-    tokenizer_model = "llama"
-    name = "hfft"
-
-    def __init__(self, base_path: Path):
-        fname_tokenizer = base_path / FAST_TOKENIZER_FILE
-        # if this fails, FileNotFoundError propagates to caller
-        with open(fname_tokenizer, encoding='utf-8') as f:
-            tokenizer_json = json.load(f)
-
-        # pre-check so we know if we need transformers
-        tokenizer_model: dict[str, Any] = tokenizer_json['model']
-        is_llama3 = (
-            tokenizer_model['type'] == 'BPE' and tokenizer_model.get('ignore_merges', False)
-            and not tokenizer_model.get('byte_fallback', True)
-        )
-        if is_llama3:
-            raise TypeError('Llama 3 must be converted with BpeVocab')
-
-        if not is_llama3 and (
-            tokenizer_model['type'] != 'BPE' or not tokenizer_model.get('byte_fallback', False)
-            or tokenizer_json['decoder']['type'] != 'Sequence'
-        ):
-            raise FileNotFoundError('Cannot find Llama BPE tokenizer')
-
-        try:
-            from transformers import AutoTokenizer
-        except ImportError as e:
-            raise ImportError(
-                "To use LlamaHfVocab, please install the `transformers` package. "
-                "You can install it with `pip install transformers`."
-            ) from e
-
-        # Allow the tokenizer to default to slow or fast versions.
-        # Explicitly set tokenizer to use local paths.
-        self.tokenizer = AutoTokenizer.from_pretrained(
-            base_path,
-            cache_dir=base_path,
-            local_files_only=True,
-        )
-        assert self.tokenizer.is_fast  # assume tokenizer.json is used
-
-        # Initialize lists and dictionaries for added tokens
-        self.added_tokens_list = []
-        self.added_tokens_dict = dict()
-        self.added_tokens_ids  = set()
-
-        # Process added tokens
-        for tok, tokidx in sorted(
-            self.tokenizer.get_added_vocab().items(), key=lambda x: x[1]
-        ):
-            # Only consider added tokens that are not in the base vocabulary
-            if tokidx >= self.tokenizer.vocab_size:
-                self.added_tokens_list.append(tok)
-                self.added_tokens_dict[tok] = tokidx
-                self.added_tokens_ids.add(tokidx)
-
-        # Store special tokens and their IDs
-        self.specials = {
-            tok: self.tokenizer.get_vocab()[tok]
-            for tok in self.tokenizer.all_special_tokens
-        }
-        self.special_ids = set(self.tokenizer.all_special_ids)
-
-        # Set vocabulary sizes
-        self.vocab_size_base = self.tokenizer.vocab_size
-        self.vocab_size      = self.vocab_size_base + len(self.added_tokens_list)
-
-        self.fname_tokenizer = fname_tokenizer
-
-    def hf_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        reverse_vocab = {
-            id: encoded_tok for encoded_tok, id in self.tokenizer.get_vocab().items()
-        }
-
-        for token_id in range(self.vocab_size_base):
-            # Skip processing added tokens here
-            if token_id in self.added_tokens_ids:
-                continue
-
-            # Convert token text to bytes
-            token_text = reverse_vocab[token_id].encode("utf-8")
-
-            # Yield token text, score, and type
-            yield token_text, self.get_token_score(token_id), self.get_token_type(
-                token_id, token_text, self.special_ids  # Reuse already stored special IDs
-            )
-
-    def get_token_type(self, token_id: int, token_text: bytes, special_ids: set[int]) -> gguf.TokenType:
-        # Special case for byte tokens
-        if re.fullmatch(br"<0x[0-9A-Fa-f]{2}>", token_text):
-            return gguf.TokenType.BYTE
-
-        # Determine token type based on whether it's a special token
-        return gguf.TokenType.CONTROL if token_id in special_ids else gguf.TokenType.NORMAL
-
-    def get_token_score(self, token_id: int) -> float:
-        # Placeholder for actual logic to determine the token's score
-        # This needs to be implemented based on specific requirements
-        return -1000.0  # Default score
-
-    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        for text in self.added_tokens_list:
-            if text in self.specials:
-                toktype = self.get_token_type(self.specials[text], b'', self.special_ids)
-                score = self.get_token_score(self.specials[text])
-            else:
-                toktype = gguf.TokenType.USER_DEFINED
-                score = -1000.0
-
-            yield text.encode("utf-8"), score, toktype
-
-    def has_newline_token(self):
-        return "<0x0A>" in self.tokenizer.vocab or "\n" in self.tokenizer.vocab
-
-    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
-        yield from self.hf_tokens()
-        yield from self.added_tokens()
-
-    def __repr__(self) -> str:
-        return f"<LlamaHfVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
+        return metadata
 
 
 #
@@ -906,7 +649,7 @@ class LazyUnpickler(pickle.Unpickler):
     def rebuild_from_type_v2(func, new_type, args, state):
         return func(*args)
 
-    CLASSES = {
+    CLASSES: dict[tuple[str, str], type[LazyTensor] | LazyStorageKind] = {
         # getattr used here as a workaround for mypy not being smart enough to determine
         # the staticmethods have a __func__ attribute.
         ('torch._tensor', '_rebuild_from_type_v2'): getattr(rebuild_from_type_v2, '__func__'),
@@ -1062,21 +805,42 @@ class OutputFile:
     def __init__(self, fname_out: Path, endianess:gguf.GGUFEndian = gguf.GGUFEndian.LITTLE):
         self.gguf = gguf.GGUFWriter(fname_out, gguf.MODEL_ARCH_NAMES[ARCH], endianess=endianess)
 
-    def add_meta_arch(self, params: Params) -> None:
+    def add_meta_model(self, params: Params, metadata: Metadata) -> None:
+        # Metadata About The Model And Its Provenence
         name = "LLaMA"
-
-        # TODO: better logic to determine model name
-        if params.n_ctx == 4096:
-            name = "LLaMA v2"
+        if metadata is not None and metadata.name is not None:
+            name = metadata.name
         elif params.path_model is not None:
-            name = str(params.path_model.parent).split('/')[-1]
+            name = params.path_model.name
+        elif params.n_ctx == 4096:
+            # Heuristic detection of LLaMA v2 model
+            name = "LLaMA v2"
 
-        self.gguf.add_name                (name)
-        self.gguf.add_vocab_size          (params.n_vocab)
-        self.gguf.add_context_length      (params.n_ctx)
-        self.gguf.add_embedding_length    (params.n_embd)
-        self.gguf.add_block_count         (params.n_layer)
-        self.gguf.add_feed_forward_length (params.n_ff)
+        self.gguf.add_name(name)
+
+        if metadata is not None:
+            if metadata.author is not None:
+                self.gguf.add_author(metadata.author)
+            if metadata.version is not None:
+                self.gguf.add_version(metadata.version)
+            if metadata.url is not None:
+                self.gguf.add_url(metadata.url)
+            if metadata.description is not None:
+                self.gguf.add_description(metadata.description)
+            if metadata.licence is not None:
+                self.gguf.add_licence(metadata.licence)
+            if metadata.source_url is not None:
+                self.gguf.add_source_url(metadata.source_url)
+            if metadata.source_hf_repo is not None:
+                self.gguf.add_source_hf_repo(metadata.source_hf_repo)
+
+    def add_meta_arch(self, params: Params) -> None:
+        # Metadata About The Neural Architecture Itself
+        self.gguf.add_vocab_size(params.n_vocab)
+        self.gguf.add_context_length(params.n_ctx)
+        self.gguf.add_embedding_length(params.n_embd)
+        self.gguf.add_block_count(params.n_layer)
+        self.gguf.add_feed_forward_length(params.n_ff)
         self.gguf.add_rope_dimension_count(params.n_embd // params.n_head)
         self.gguf.add_head_count          (params.n_head)
         self.gguf.add_head_count_kv       (params.n_head_kv)
@@ -1179,13 +943,14 @@ class OutputFile:
     @staticmethod
     def write_vocab_only(
         fname_out: Path, params: Params, vocab: Vocab, svocab: gguf.SpecialVocab,
-        endianess: gguf.GGUFEndian = gguf.GGUFEndian.LITTLE, pad_vocab: bool = False,
+        endianess: gguf.GGUFEndian = gguf.GGUFEndian.LITTLE, pad_vocab: bool = False, metadata: Metadata = None,
     ) -> None:
         check_vocab_size(params, vocab, pad_vocab=pad_vocab)
 
         of = OutputFile(fname_out, endianess=endianess)
 
         # meta data
+        of.add_meta_model(params, metadata)
         of.add_meta_arch(params)
         of.add_meta_vocab(vocab)
         of.add_meta_special_vocab(svocab)
@@ -1212,12 +977,14 @@ class OutputFile:
         fname_out: Path, ftype: GGMLFileType, params: Params, model: LazyModel, vocab: BaseVocab, svocab: gguf.SpecialVocab,
         concurrency: int = DEFAULT_CONCURRENCY, endianess: gguf.GGUFEndian = gguf.GGUFEndian.LITTLE,
         pad_vocab: bool = False,
+        metadata: Metadata = None,
     ) -> None:
         check_vocab_size(params, vocab, pad_vocab=pad_vocab)
 
         of = OutputFile(fname_out, endianess=endianess)
 
         # meta data
+        of.add_meta_model(params, metadata)
         of.add_meta_arch(params)
         if isinstance(vocab, Vocab):
             of.add_meta_vocab(vocab)
@@ -1253,6 +1020,37 @@ def pick_output_type(model: LazyModel, output_type_str: str | None) -> GGMLFileT
     raise ValueError(f"Unexpected combination of types: {name_to_type}")
 
 
+def model_parameter_count(model: LazyModel) -> int:
+    total_model_parameters = 0
+    for i, (name, lazy_tensor) in enumerate(model.items()):
+        sum_weights_in_tensor = 1
+        for dim in lazy_tensor.shape:
+            sum_weights_in_tensor *= dim
+        total_model_parameters += sum_weights_in_tensor
+    return total_model_parameters
+
+
+def model_parameter_count_rounded_notation(model_params_count: int) -> str:
+    if model_params_count > 1e12 :
+        # Trillions Of Parameters
+        scaled_model_params = model_params_count * 1e-12
+        scale_suffix = "T"
+    elif model_params_count > 1e9 :
+        # Billions Of Parameters
+        scaled_model_params = model_params_count * 1e-9
+        scale_suffix = "B"
+    elif model_params_count > 1e6 :
+        # Millions Of Parameters
+        scaled_model_params = model_params_count * 1e-6
+        scale_suffix = "M"
+    else:
+        # Thousands Of Parameters
+        scaled_model_params = model_params_count * 1e-3
+        scale_suffix = "K"
+
+    return f"{round(scaled_model_params)}{scale_suffix}"
+
+
 def convert_to_output_type(model: LazyModel, output_type: GGMLFileType) -> LazyModel:
     return {name: tensor.astype(output_type.type_for_tensor(name, tensor))
             for (name, tensor) in model.items()}
@@ -1432,13 +1230,35 @@ class VocabFactory:
         return vocab, special_vocab
 
 
-def default_outfile(model_paths: list[Path], file_type: GGMLFileType) -> Path:
-    namestr = {
-        GGMLFileType.AllF32:    "f32",
-        GGMLFileType.MostlyF16: "f16",
-        GGMLFileType.MostlyQ8_0:"q8_0",
+def default_convention_outfile(file_type: GGMLFileType, params: Params, model_params_count: int, metadata: Metadata) -> str:
+    quantization = {
+        GGMLFileType.AllF32:    "F32",
+        GGMLFileType.MostlyF16: "F16",
+        GGMLFileType.MostlyQ8_0: "Q8_0",
     }[file_type]
-    ret = model_paths[0].parent / f"ggml-model-{namestr}.gguf"
+
+    parameters = model_parameter_count_rounded_notation(model_params_count)
+
+    expert_count = ""
+    if params.n_experts is not None:
+        expert_count = f"{params.n_experts}x"
+
+    version = ""
+    if metadata is not None and metadata.version is not None:
+        version = f"-{metadata.version}"
+
+    name = "ggml-model"
+    if metadata is not None and metadata.name is not None:
+        name = metadata.name
+    elif params.path_model is not None:
+        name = params.path_model.name
+
+    return f"{name}{version}-{expert_count}{parameters}-{quantization}"
+
+
+def default_outfile(model_paths: list[Path], file_type: GGMLFileType, params: Params, model_params_count: int, metadata: Metadata) -> Path:
+    default_filename = default_convention_outfile(file_type, params, model_params_count, metadata)
+    ret = model_paths[0].parent / f"{default_filename}.gguf"
     if ret in model_paths:
         logger.error(
             f"Error: Default output path ({ret}) would overwrite the input. "
@@ -1476,17 +1296,30 @@ def main(args_in: list[str] | None = None) -> None:
     parser.add_argument("--pad-vocab",    action="store_true",    help="add pad tokens when model vocab expects more than tokenizer metadata provides")
     parser.add_argument("--skip-unknown", action="store_true",    help="skip unknown tensor names instead of failing")
     parser.add_argument("--verbose",      action="store_true",    help="increase output verbosity")
+    parser.add_argument("--metadata",     type=Path,              help="Specify the path for a metadata file")
+    parser.add_argument("--get-outfile",  action="store_true",    help="get calculated default outfile name")
 
     args = parser.parse_args(args_in)
 
     if args.verbose:
         logging.basicConfig(level=logging.DEBUG)
-    elif args.dump_single or args.dump:
+    elif args.dump_single or args.dump or args.get_outfile:
         # Avoid printing anything besides the dump output
         logging.basicConfig(level=logging.WARNING)
     else:
         logging.basicConfig(level=logging.INFO)
 
+    metadata = Metadata.load(args.metadata)
+
+    if args.get_outfile:
+        model_plus = load_some_model(args.model)
+        params = Params.load(model_plus)
+        model   = convert_model_names(model_plus.model, params, args.skip_unknown)
+        model_params_count = model_parameter_count(model_plus.model)
+        ftype   = pick_output_type(model, args.outtype)
+        print(f"{default_convention_outfile(ftype, params, model_params_count, metadata)}") # noqa: NP100
+        return
+
     if args.no_vocab and args.vocab_only:
         raise ValueError("--vocab-only does not make sense with --no-vocab")
 
@@ -1500,6 +1333,9 @@ def main(args_in: list[str] | None = None) -> None:
     else:
         model_plus = ModelPlus(model = {}, paths = [args.model / 'dummy'], format = 'none', vocab = None)
 
+    model_params_count = model_parameter_count(model_plus.model)
+    logger.info(f"model parameters count : {model_params_count} ({model_parameter_count_rounded_notation(model_params_count)})")
+
     if args.dump:
         do_dump_model(model_plus)
         return
@@ -1553,7 +1389,7 @@ def main(args_in: list[str] | None = None) -> None:
                 f_norm_eps = 1e-5,
             )
         OutputFile.write_vocab_only(outfile, params, vocab, special_vocab,
-                                    endianess=endianess, pad_vocab=args.pad_vocab)
+                                    endianess=endianess, pad_vocab=args.pad_vocab, metadata=metadata)
         logger.info(f"Wrote {outfile}")
         return
 
@@ -1566,13 +1402,13 @@ def main(args_in: list[str] | None = None) -> None:
     model   = convert_model_names(model, params, args.skip_unknown)
     ftype   = pick_output_type(model, args.outtype)
     model   = convert_to_output_type(model, ftype)
-    outfile = args.outfile or default_outfile(model_plus.paths, ftype)
+    outfile = args.outfile or default_outfile(model_plus.paths, ftype, params, model_params_count, metadata)
 
     params.ftype = ftype
     logger.info(f"Writing {outfile}, format {ftype}")
 
     OutputFile.write_all(outfile, ftype, params, model, vocab, special_vocab,
-                         concurrency=args.concurrency, endianess=endianess, pad_vocab=args.pad_vocab)
+                         concurrency=args.concurrency, endianess=endianess, pad_vocab=args.pad_vocab, metadata=metadata)
     logger.info(f"Wrote {outfile}")
 
 
diff --git a/examples/convert-llama2c-to-ggml/README.md b/examples/convert-llama2c-to-ggml/README.md
index 6da2d7e18..742dcf7a3 100644
--- a/examples/convert-llama2c-to-ggml/README.md
+++ b/examples/convert-llama2c-to-ggml/README.md
@@ -2,7 +2,7 @@
 
 This example reads weights from project [llama2.c](https://github.com/karpathy/llama2.c) and saves them in ggml compatible format. The vocab that is available in `models/ggml-vocab.bin` is used by default.
 
-To convert the model first download the models from the [llma2.c](https://github.com/karpathy/llama2.c) repository:
+To convert the model first download the models from the [llama2.c](https://github.com/karpathy/llama2.c) repository:
 
 `$ make -j`
 
diff --git a/examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp b/examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp
index 746c3fbef..8ca9f8915 100644
--- a/examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp
+++ b/examples/convert-llama2c-to-ggml/convert-llama2c-to-ggml.cpp
@@ -774,7 +774,7 @@ static struct train_params get_default_train_params() {
 
     params.samples_start_after_nl = false;
     params.use_adam               = true;
-    params.use_flash              = true;
+    params.use_flash              = false;
     params.use_scratch            = true;
 
     // only adam
diff --git a/examples/embedding/embedding.cpp b/examples/embedding/embedding.cpp
index 6a93147d7..004399b5f 100644
--- a/examples/embedding/embedding.cpp
+++ b/examples/embedding/embedding.cpp
@@ -49,6 +49,12 @@ static void batch_decode(llama_context * ctx, llama_batch & batch, float * outpu
         }
 
         float * out = output + batch.seq_id[i][0] * n_embd;
+        //TODO: I would also add a parameter here to enable normalization or not.
+        /*fprintf(stdout, "unnormalized_embedding:");
+        for (int hh = 0; hh < n_embd; hh++) {
+            fprintf(stdout, "%9.6f ", embd[hh]);
+        }
+        fprintf(stdout, "\n");*/
         llama_embd_normalize(embd, out, n_embd);
     }
 }
@@ -74,7 +80,7 @@ int main(int argc, char ** argv) {
 
     std::mt19937 rng(params.seed);
     if (params.random_prompt) {
-        params.prompt = gpt_random_prompt(rng);
+        params.prompt = string_random_prompt(rng);
     }
 
     llama_backend_init();
@@ -101,7 +107,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         fprintf(stderr, "\n");
-        fprintf(stderr, "%s\n", get_system_info(params).c_str());
+        fprintf(stderr, "%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     // split the prompt into lines
@@ -123,10 +129,12 @@ int main(int argc, char ** argv) {
         inputs.push_back(inp);
     }
 
-    // add SEP if not present
+    // check if the last token is SEP
+    // it should be automatically added by the tokenizer when 'tokenizer.ggml.add_eos_token' is set to 'true'
     for (auto & inp : inputs) {
         if (inp.empty() || inp.back() != llama_token_sep(model)) {
-            inp.push_back(llama_token_sep(model));
+            fprintf(stderr, "%s: warning: last token in the prompt is not SEP\n", __func__);
+            fprintf(stderr, "%s:          'tokenizer.ggml.add_eos_token' should be set to 'true' in the GGUF header\n", __func__);
         }
     }
 
@@ -203,6 +211,7 @@ int main(int argc, char ** argv) {
 
     // clean up
     llama_print_timings(ctx);
+    llama_batch_free(batch);
     llama_free(ctx);
     llama_free_model(model);
     llama_backend_free();
diff --git a/examples/eval-callback/eval-callback.cpp b/examples/eval-callback/eval-callback.cpp
index 29b5f3b3c..51d67d6d9 100644
--- a/examples/eval-callback/eval-callback.cpp
+++ b/examples/eval-callback/eval-callback.cpp
@@ -52,15 +52,15 @@ static void ggml_print_tensor(uint8_t * data, ggml_type type, const int64_t * ne
                     size_t i = i3 * nb[3] + i2 * nb[2] + i1 * nb[1] + i0 * nb[0];
                     float v;
                     if (type == GGML_TYPE_F16) {
-                        v = ggml_fp16_to_fp32(*(ggml_fp16_t *) data + i);
+                        v = ggml_fp16_to_fp32(*(ggml_fp16_t *) &data[i]);
                     } else if (type == GGML_TYPE_F32) {
-                        v = *(float *) data + i;
+                        v = *(float *) &data[i];
                     } else if (type == GGML_TYPE_I32) {
-                        v = (float) *(int32_t *) data + i;
+                        v = (float) *(int32_t *) &data[i];
                     } else if (type == GGML_TYPE_I16) {
-                        v = (float) *(int16_t *) data + i;
+                        v = (float) *(int16_t *) &data[i];
                     } else if (type == GGML_TYPE_I8) {
-                        v = (float) *(int8_t *) data + i;
+                        v = (float) *(int8_t *) &data[i];
                     } else {
                         GGML_ASSERT(false);
                     }
@@ -152,7 +152,7 @@ int main(int argc, char ** argv) {
 
     std::mt19937 rng(params.seed);
     if (params.random_prompt) {
-        params.prompt = gpt_random_prompt(rng);
+        params.prompt = string_random_prompt(rng);
     }
 
     llama_backend_init();
@@ -176,7 +176,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         fprintf(stderr, "\n");
-        fprintf(stderr, "%s\n", get_system_info(params).c_str());
+        fprintf(stderr, "%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     bool OK = run(ctx, params);
diff --git a/examples/finetune/finetune.cpp b/examples/finetune/finetune.cpp
index 22743b1bf..22425730f 100644
--- a/examples/finetune/finetune.cpp
+++ b/examples/finetune/finetune.cpp
@@ -563,8 +563,8 @@ static struct ggml_tensor * llama_build_lora_finetune_graphs(
         // not capturing these, to silcence warnings
         const int rope_mode = 0;
 
-        return ggml_rope_custom(ctx,
-            t, KQ_pos, n_rot, rope_mode, n_ctx, 0,
+        return ggml_rope_ext(ctx,
+            t, KQ_pos, nullptr, n_rot, rope_mode, n_ctx, 0,
             rope_freq_base, rope_freq_scale, 0.0f, 1.0f, 0.0f, 0.0f
         );
     };
@@ -643,7 +643,8 @@ static struct ggml_tensor * llama_build_lora_finetune_graphs(
         struct ggml_tensor * t15 = ggml_permute      (ctx, t12, 0, 3, 1, 2);                         set_name(t15, "t15");     assert_shape_4d(t15, N, n_embd_head, n_head_kv, n_batch);
         struct ggml_tensor * t16;
         if (enable_flash_attn) {
-            t16 = ggml_flash_attn(ctx, t13, t14, t15, true);                                         set_name(t16, "t16");     assert_shape_4d(t16, n_embd_head, N, n_head, n_batch);
+            GGML_ASSERT(false && "TODO: ggml_flash_attn_ext() not yet supported");
+            //t16 = ggml_flash_attn(ctx, t13, t14, t15, true);                                         set_name(t16, "t16");     assert_shape_4d(t16, n_embd_head, N, n_head, n_batch);
         } else {
             struct ggml_tensor * t16_0 = ggml_mul_mat              (ctx, t14, t13);                  set_name(t16_0, "t16_0"); assert_shape_4d(t16_0, N, N, n_head, n_batch);
             struct ggml_tensor * t16_1 = ggml_scale_inplace        (ctx, t16_0, kv_scale);           set_name(t16_1, "t16_1"); assert_shape_4d(t16_1, N, N, n_head, n_batch);
diff --git a/examples/imatrix/imatrix.cpp b/examples/imatrix/imatrix.cpp
index 82b19fc4f..25a2351cc 100644
--- a/examples/imatrix/imatrix.cpp
+++ b/examples/imatrix/imatrix.cpp
@@ -598,7 +598,7 @@ int main(int argc, char ** argv) {
 
     std::mt19937 rng(params.seed);
     if (params.random_prompt) {
-        params.prompt = gpt_random_prompt(rng);
+        params.prompt = string_random_prompt(rng);
     }
 
     sparams.dataset = params.prompt_file;
@@ -667,7 +667,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         fprintf(stderr, "\n");
-        fprintf(stderr, "%s\n", get_system_info(params).c_str());
+        fprintf(stderr, "%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     bool OK = compute_imatrix(ctx, params, compute_ppl, from_chunk);
diff --git a/examples/infill/infill.cpp b/examples/infill/infill.cpp
index afac145f6..539f78184 100644
--- a/examples/infill/infill.cpp
+++ b/examples/infill/infill.cpp
@@ -50,9 +50,9 @@ static void write_logfile(
         return;
     }
 
-    const std::string timestamp = get_sortable_timestamp();
+    const std::string timestamp = string_get_sortable_timestamp();
 
-    const bool success = create_directory_with_parents(params.logdir);
+    const bool success = fs_create_directory_with_parents(params.logdir);
     if (!success) {
         fprintf(stderr, "%s: warning: failed to create logdir %s, cannot write logfile\n",
                 __func__, params.logdir.c_str());
@@ -70,7 +70,7 @@ static void write_logfile(
     fprintf(logfile, "binary: infill\n");
     char model_desc[128];
     llama_model_desc(model, model_desc, sizeof(model_desc));
-    dump_non_result_info_yaml(logfile, params, ctx, timestamp, input_tokens, model_desc);
+    yaml_dump_non_result_info(logfile, params, ctx, timestamp, input_tokens, model_desc);
 
     fprintf(logfile, "\n");
     fprintf(logfile, "######################\n");
@@ -78,8 +78,8 @@ static void write_logfile(
     fprintf(logfile, "######################\n");
     fprintf(logfile, "\n");
 
-    dump_string_yaml_multiline(logfile, "output", output.c_str());
-    dump_vector_int_yaml(logfile, "output_tokens", output_tokens);
+    yaml_dump_string_multiline(logfile, "output", output.c_str());
+    yaml_dump_vector_int(logfile, "output_tokens", output_tokens);
 
     llama_dump_timing_info_yaml(logfile, ctx);
     fclose(logfile);
@@ -236,7 +236,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         LOG_TEE("\n");
-        LOG_TEE("%s\n", get_system_info(params).c_str());
+        LOG_TEE("%s\n", gpt_params_get_system_info(params).c_str());
     }
     const bool add_bos = llama_should_add_bos_token(model);
     GGML_ASSERT(llama_add_eos_token(model) != 1);
@@ -621,8 +621,8 @@ int main(int argc, char ** argv) {
 
                 if (params.escape) {
                     //process escape sequences, for the initial prompt this is done in common.cpp when we load the params, but for the interactive mode we need to do it here
-                    process_escapes(params.input_prefix);
-                    process_escapes(params.input_suffix);
+                    string_process_escapes(params.input_prefix);
+                    string_process_escapes(params.input_suffix);
                 }
                 suff_rm_leading_spc = params.escape;
                 if (suff_rm_leading_spc && params.input_suffix.find_first_of(' ') == 0 && params.input_suffix.size() > 1) {
diff --git a/examples/llama-bench/README.md b/examples/llama-bench/README.md
index 10f37b441..857840564 100644
--- a/examples/llama-bench/README.md
+++ b/examples/llama-bench/README.md
@@ -26,16 +26,21 @@ options:
   -m, --model <filename>              (default: models/7B/ggml-model-q4_0.gguf)
   -p, --n-prompt <n>                  (default: 512)
   -n, --n-gen <n>                     (default: 128)
-  -b, --batch-size <n>                (default: 512)
-  -ctk <t>, --cache-type-k <t>        (default: f16)
-  -ctv <t>, --cache-type-v <t>        (default: f16)
-  -t, --threads <n>                   (default: 112)
+  -pg <pp,tg>                         (default: 512,128)
+  -b, --batch-size <n>                (default: 2048)
+  -ub, --ubatch-size <n>              (default: 512)
+  -ctk, --cache-type-k <t>            (default: f16)
+  -ctv, --cache-type-v <t>            (default: f16)
+  -t, --threads <n>                   (default: 16)
   -ngl, --n-gpu-layers <n>            (default: 99)
   -sm, --split-mode <none|layer|row>  (default: layer)
   -mg, --main-gpu <i>                 (default: 0)
   -nkvo, --no-kv-offload <0|1>        (default: 0)
+  -fa, --flash-attn <0|1>             (default: 0)
   -mmp, --mmap <0|1>                  (default: 1)
-  -ts, --tensor_split <ts0/ts1/..>    (default: 0)
+  --numa <distribute|isolate|numactl> (default: disabled)
+  -embd, --embeddings <0|1>           (default: 0)
+  -ts, --tensor-split <ts0/ts1/..>    (default: 0)
   -r, --repetitions <n>               (default: 5)
   -o, --output <csv|json|md|sql>      (default: md)
   -v, --verbose                       (default: 0)
@@ -43,10 +48,11 @@ options:
 Multiple values can be given for each parameter by separating them with ',' or by specifying the parameter multiple times.
 ```
 
-llama-bench can perform two types of tests:
+llama-bench can perform three types of tests:
 
 - Prompt processing (pp): processing a prompt in batches (`-p`)
 - Text generation (tg): generating a sequence of tokens (`-n`)
+- Prompt processing + text generation (pg): processing a prompt followed by generating a sequence of tokens (`-pg`)
 
 With the exception of `-r`, `-o` and `-v`, all options can be specified multiple times to run multiple tests. Each pp and tg test is run with all combinations of the specified options. To specify multiple values for an option, the values can be separated by commas (e.g. `-n 16,32`), or the option can be specified multiple times (e.g. `-n 16 -n 32`).
 
diff --git a/examples/llama-bench/llama-bench.cpp b/examples/llama-bench/llama-bench.cpp
index 40128ec44..c00890447 100644
--- a/examples/llama-bench/llama-bench.cpp
+++ b/examples/llama-bench/llama-bench.cpp
@@ -161,16 +161,24 @@ static const char * split_mode_str(llama_split_mode mode) {
     }
 }
 
+static std::string pair_str(const std::pair<int, int> & p) {
+    static char buf[32];
+    snprintf(buf, sizeof(buf), "%d,%d", p.first, p.second);
+    return buf;
+}
+
 struct cmd_params {
     std::vector<std::string> model;
     std::vector<int> n_prompt;
     std::vector<int> n_gen;
+    std::vector<std::pair<int, int>> n_pg;
     std::vector<int> n_batch;
     std::vector<int> n_ubatch;
     std::vector<ggml_type> type_k;
     std::vector<ggml_type> type_v;
     std::vector<int> n_threads;
     std::vector<int> n_gpu_layers;
+    std::vector<std::string> rpc_servers;
     std::vector<llama_split_mode> split_mode;
     std::vector<int> main_gpu;
     std::vector<bool> no_kv_offload;
@@ -188,12 +196,14 @@ static const cmd_params cmd_params_defaults = {
     /* model         */ {"models/7B/ggml-model-q4_0.gguf"},
     /* n_prompt      */ {512},
     /* n_gen         */ {128},
+    /* n_pg          */ {},
     /* n_batch       */ {2048},
     /* n_ubatch      */ {512},
     /* type_k        */ {GGML_TYPE_F16},
     /* type_v        */ {GGML_TYPE_F16},
-    /* n_threads     */ {get_math_cpu_count()},
+    /* n_threads     */ {cpu_get_num_math()},
     /* n_gpu_layers  */ {99},
+    /* rpc_servers   */ {""},
     /* split_mode    */ {LLAMA_SPLIT_MODE_LAYER},
     /* main_gpu      */ {0},
     /* no_kv_offload */ {false},
@@ -215,12 +225,14 @@ static void print_usage(int /* argc */, char ** argv) {
     printf("  -m, --model <filename>              (default: %s)\n", join(cmd_params_defaults.model, ",").c_str());
     printf("  -p, --n-prompt <n>                  (default: %s)\n", join(cmd_params_defaults.n_prompt, ",").c_str());
     printf("  -n, --n-gen <n>                     (default: %s)\n", join(cmd_params_defaults.n_gen, ",").c_str());
+    printf("  -pg <pp,tg>                         (default: %s)\n", join(transform_to_str(cmd_params_defaults.n_pg, pair_str), ",").c_str());
     printf("  -b, --batch-size <n>                (default: %s)\n", join(cmd_params_defaults.n_batch, ",").c_str());
-    printf("  -ub N, --ubatch-size <n>            (default: %s)\n", join(cmd_params_defaults.n_ubatch, ",").c_str());
-    printf("  -ctk <t>, --cache-type-k <t>        (default: %s)\n", join(transform_to_str(cmd_params_defaults.type_k, ggml_type_name), ",").c_str());
-    printf("  -ctv <t>, --cache-type-v <t>        (default: %s)\n", join(transform_to_str(cmd_params_defaults.type_v, ggml_type_name), ",").c_str());
+    printf("  -ub, --ubatch-size <n>              (default: %s)\n", join(cmd_params_defaults.n_ubatch, ",").c_str());
+    printf("  -ctk, --cache-type-k <t>            (default: %s)\n", join(transform_to_str(cmd_params_defaults.type_k, ggml_type_name), ",").c_str());
+    printf("  -ctv, --cache-type-v <t>            (default: %s)\n", join(transform_to_str(cmd_params_defaults.type_v, ggml_type_name), ",").c_str());
     printf("  -t, --threads <n>                   (default: %s)\n", join(cmd_params_defaults.n_threads, ",").c_str());
     printf("  -ngl, --n-gpu-layers <n>            (default: %s)\n", join(cmd_params_defaults.n_gpu_layers, ",").c_str());
+    printf("  -rpc, --rpc <rpc_servers>           (default: %s)\n", join(cmd_params_defaults.rpc_servers, ",").c_str());
     printf("  -sm, --split-mode <none|layer|row>  (default: %s)\n", join(transform_to_str(cmd_params_defaults.split_mode, split_mode_str), ",").c_str());
     printf("  -mg, --main-gpu <i>                 (default: %s)\n", join(cmd_params_defaults.main_gpu, ",").c_str());
     printf("  -nkvo, --no-kv-offload <0|1>        (default: %s)\n", join(cmd_params_defaults.no_kv_offload, ",").c_str());
@@ -304,6 +316,17 @@ static cmd_params parse_cmd_params(int argc, char ** argv) {
             }
             auto p = split<int>(argv[i], split_delim);
             params.n_gen.insert(params.n_gen.end(), p.begin(), p.end());
+        } else if (arg == "-pg") {
+            if (++i >= argc) {
+                invalid_param = true;
+                break;
+            }
+            auto p = split<std::string>(argv[i], ',');
+            if (p.size() != 2) {
+                invalid_param = true;
+                break;
+            }
+            params.n_pg.push_back({std::stoi(p[0]), std::stoi(p[1])});
         } else if (arg == "-b" || arg == "--batch-size") {
             if (++i >= argc) {
                 invalid_param = true;
@@ -364,6 +387,12 @@ static cmd_params parse_cmd_params(int argc, char ** argv) {
             }
             auto p = split<int>(argv[i], split_delim);
             params.n_gpu_layers.insert(params.n_gpu_layers.end(), p.begin(), p.end());
+        } else if (arg == "-rpc" || arg == "--rpc") {
+            if (++i >= argc) {
+                invalid_param = true;
+                break;
+            }
+            params.rpc_servers.push_back(argv[i]);
         } else if (arg == "-sm" || arg == "--split-mode") {
             if (++i >= argc) {
                 invalid_param = true;
@@ -493,11 +522,13 @@ static cmd_params parse_cmd_params(int argc, char ** argv) {
     if (params.model.empty())        { params.model = cmd_params_defaults.model; }
     if (params.n_prompt.empty())     { params.n_prompt = cmd_params_defaults.n_prompt; }
     if (params.n_gen.empty())        { params.n_gen = cmd_params_defaults.n_gen; }
+    if (params.n_pg.empty())         { params.n_pg = cmd_params_defaults.n_pg; }
     if (params.n_batch.empty())      { params.n_batch = cmd_params_defaults.n_batch; }
     if (params.n_ubatch.empty())     { params.n_ubatch = cmd_params_defaults.n_ubatch; }
     if (params.type_k.empty())       { params.type_k = cmd_params_defaults.type_k; }
     if (params.type_v.empty())       { params.type_v = cmd_params_defaults.type_v; }
     if (params.n_gpu_layers.empty()) { params.n_gpu_layers = cmd_params_defaults.n_gpu_layers; }
+    if (params.rpc_servers.empty())  { params.rpc_servers = cmd_params_defaults.rpc_servers; }
     if (params.split_mode.empty())   { params.split_mode = cmd_params_defaults.split_mode; }
     if (params.main_gpu.empty())     { params.main_gpu = cmd_params_defaults.main_gpu; }
     if (params.no_kv_offload.empty()){ params.no_kv_offload = cmd_params_defaults.no_kv_offload; }
@@ -520,6 +551,7 @@ struct cmd_params_instance {
     ggml_type type_v;
     int n_threads;
     int n_gpu_layers;
+    std::string rpc_servers;
     llama_split_mode split_mode;
     int main_gpu;
     bool no_kv_offload;
@@ -532,6 +564,9 @@ struct cmd_params_instance {
         llama_model_params mparams = llama_model_default_params();
 
         mparams.n_gpu_layers = n_gpu_layers;
+        if (!rpc_servers.empty()) {
+            mparams.rpc_servers = rpc_servers.c_str();
+        }
         mparams.split_mode = split_mode;
         mparams.main_gpu = main_gpu;
         mparams.tensor_split = tensor_split.data();
@@ -543,6 +578,7 @@ struct cmd_params_instance {
     bool equal_mparams(const cmd_params_instance & other) const {
         return model == other.model &&
                n_gpu_layers == other.n_gpu_layers &&
+               rpc_servers == other.rpc_servers &&
                split_mode == other.split_mode &&
                main_gpu == other.main_gpu &&
                use_mmap == other.use_mmap &&
@@ -571,6 +607,7 @@ static std::vector<cmd_params_instance> get_cmd_params_instances(const cmd_param
     // this ordering minimizes the number of times that each model needs to be reloaded
     for (const auto & m : params.model)
     for (const auto & nl : params.n_gpu_layers)
+    for (const auto & rpc : params.rpc_servers)
     for (const auto & sm : params.split_mode)
     for (const auto & mg : params.main_gpu)
     for (const auto & ts : params.tensor_split)
@@ -597,6 +634,7 @@ static std::vector<cmd_params_instance> get_cmd_params_instances(const cmd_param
                 /* .type_v       = */ tv,
                 /* .n_threads    = */ nt,
                 /* .n_gpu_layers = */ nl,
+                /* .rpc_servers  = */ rpc,
                 /* .split_mode   = */ sm,
                 /* .main_gpu     = */ mg,
                 /* .no_kv_offload= */ nkvo,
@@ -622,6 +660,33 @@ static std::vector<cmd_params_instance> get_cmd_params_instances(const cmd_param
                 /* .type_v       = */ tv,
                 /* .n_threads    = */ nt,
                 /* .n_gpu_layers = */ nl,
+                /* .rpc_servers  = */ rpc,
+                /* .split_mode   = */ sm,
+                /* .main_gpu     = */ mg,
+                /* .no_kv_offload= */ nkvo,
+                /* .flash_attn   = */ fa,
+                /* .tensor_split = */ ts,
+                /* .use_mmap     = */ mmp,
+                /* .embeddings   = */ embd,
+            };
+            instances.push_back(instance);
+        }
+
+        for (const auto & n_pg : params.n_pg) {
+            if (n_pg.first == 0 && n_pg.second == 0) {
+                continue;
+            }
+            cmd_params_instance instance = {
+                /* .model        = */ m,
+                /* .n_prompt     = */ n_pg.first,
+                /* .n_gen        = */ n_pg.second,
+                /* .n_batch      = */ nb,
+                /* .n_ubatch     = */ nub,
+                /* .type_k       = */ tk,
+                /* .type_v       = */ tv,
+                /* .n_threads    = */ nt,
+                /* .n_gpu_layers = */ nl,
+                /* .rpc_servers  = */ rpc,
                 /* .split_mode   = */ sm,
                 /* .main_gpu     = */ mg,
                 /* .no_kv_offload= */ nkvo,
@@ -646,6 +711,7 @@ struct test {
     static const bool kompute;
     static const bool metal;
     static const bool sycl;
+    static const bool rpc;
     static const bool gpu_blas;
     static const bool blas;
     static const std::string cpu_info;
@@ -744,6 +810,9 @@ struct test {
         if (sycl) {
             return GGML_SYCL_NAME;
         }
+        if (rpc) {
+            return "RPC";
+        }
         if (gpu_blas) {
             return "GPU BLAS";
         }
@@ -757,7 +826,7 @@ struct test {
     static const std::vector<std::string> & get_fields() {
         static const std::vector<std::string> fields = {
             "build_commit", "build_number",
-            "cuda", "opencl", "vulkan", "kompute", "metal", "sycl", "gpu_blas", "blas",
+            "cuda", "opencl", "vulkan", "kompute", "metal", "sycl", "rpc", "gpu_blas", "blas",
             "cpu_info", "gpu_info",
             "model_filename", "model_type", "model_size", "model_n_params",
             "n_batch", "n_ubatch",
@@ -813,7 +882,7 @@ struct test {
         std::vector<std::string> values = {
             build_commit, std::to_string(build_number),
             std::to_string(cuda), std::to_string(opencl), std::to_string(vulkan), std::to_string(vulkan),
-            std::to_string(metal), std::to_string(sycl), std::to_string(gpu_blas), std::to_string(blas),
+            std::to_string(metal), std::to_string(sycl), std::to_string(rpc), std::to_string(gpu_blas), std::to_string(blas),
             cpu_info, gpu_info,
             model_filename, model_type, std::to_string(model_size), std::to_string(model_n_params),
             std::to_string(n_batch), std::to_string(n_ubatch),
@@ -848,6 +917,7 @@ const bool        test::metal        = !!ggml_cpu_has_metal();
 const bool        test::gpu_blas     = !!ggml_cpu_has_gpublas();
 const bool        test::blas         = !!ggml_cpu_has_blas();
 const bool        test::sycl         = !!ggml_cpu_has_sycl();
+const bool        test::rpc          = !!ggml_cpu_has_rpc();
 const std::string test::cpu_info     = get_cpu_info();
 const std::string test::gpu_info     = get_gpu_info();
 
@@ -965,6 +1035,9 @@ struct markdown_printer : public printer {
         if (field == "n_gpu_layers") {
             return 3;
         }
+        if (field == "test") {
+            return 13;
+        }
 
         int width = std::max((int)field.length(), 10);
 
@@ -1091,12 +1164,11 @@ struct markdown_printer : public printer {
                 value = test::get_backend();
             } else if (field == "test") {
                 if (t.n_prompt > 0 && t.n_gen == 0) {
-                    snprintf(buf, sizeof(buf), "pp %d", t.n_prompt);
+                    snprintf(buf, sizeof(buf), "pp%d", t.n_prompt);
                 } else if (t.n_gen > 0 && t.n_prompt == 0) {
-                    snprintf(buf, sizeof(buf), "tg %d", t.n_gen);
+                    snprintf(buf, sizeof(buf), "tg%d", t.n_gen);
                 } else {
-                    assert(false);
-                    exit(1);
+                    snprintf(buf, sizeof(buf), "pp%d+tg%d", t.n_prompt, t.n_gen);
                 }
                 value = buf;
             } else if (field == "t/s") {
@@ -1297,6 +1369,7 @@ int main(int argc, char ** argv) {
             llama_kv_cache_clear(ctx);
 
             uint64_t t_start = get_time_ns();
+
             if (t.n_prompt > 0) {
                 test_prompt(ctx, t.n_prompt, 0, t.n_batch, t.n_threads);
             }
diff --git a/examples/llama.android/app/build.gradle.kts b/examples/llama.android/app/build.gradle.kts
index d42140efe..8d1b37195 100644
--- a/examples/llama.android/app/build.gradle.kts
+++ b/examples/llama.android/app/build.gradle.kts
@@ -7,8 +7,6 @@ android {
     namespace = "com.example.llama"
     compileSdk = 34
 
-    ndkVersion = "26.1.10909125"
-
     defaultConfig {
         applicationId = "com.example.llama"
         minSdk = 33
@@ -20,17 +18,6 @@ android {
         vectorDrawables {
             useSupportLibrary = true
         }
-        ndk {
-            // Add NDK properties if wanted, e.g.
-            // abiFilters += listOf("arm64-v8a")
-        }
-        externalNativeBuild {
-            cmake {
-                arguments += "-DCMAKE_BUILD_TYPE=Release"
-                cppFlags += listOf()
-                arguments += listOf()
-            }
-        }
     }
 
     buildTypes {
@@ -55,17 +42,6 @@ android {
     composeOptions {
         kotlinCompilerExtensionVersion = "1.5.1"
     }
-    packaging {
-        resources {
-            excludes += "/META-INF/{AL2.0,LGPL2.1}"
-        }
-    }
-    externalNativeBuild {
-        cmake {
-            path = file("src/main/cpp/CMakeLists.txt")
-            version = "3.22.1"
-        }
-    }
 }
 
 dependencies {
@@ -78,6 +54,7 @@ dependencies {
     implementation("androidx.compose.ui:ui-graphics")
     implementation("androidx.compose.ui:ui-tooling-preview")
     implementation("androidx.compose.material3:material3")
+    implementation(project(":llama"))
     testImplementation("junit:junit:4.13.2")
     androidTestImplementation("androidx.test.ext:junit:1.1.5")
     androidTestImplementation("androidx.test.espresso:espresso-core:3.5.1")
diff --git a/examples/llama.android/app/src/main/java/com/example/llama/MainViewModel.kt b/examples/llama.android/app/src/main/java/com/example/llama/MainViewModel.kt
index be95e2221..45ac29938 100644
--- a/examples/llama.android/app/src/main/java/com/example/llama/MainViewModel.kt
+++ b/examples/llama.android/app/src/main/java/com/example/llama/MainViewModel.kt
@@ -1,5 +1,6 @@
 package com.example.llama
 
+import android.llama.cpp.LLamaAndroid
 import android.util.Log
 import androidx.compose.runtime.getValue
 import androidx.compose.runtime.mutableStateOf
@@ -9,7 +10,7 @@ import androidx.lifecycle.viewModelScope
 import kotlinx.coroutines.flow.catch
 import kotlinx.coroutines.launch
 
-class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
+class MainViewModel(private val llamaAndroid: LLamaAndroid = LLamaAndroid.instance()): ViewModel() {
     companion object {
         @JvmStatic
         private val NanosPerSecond = 1_000_000_000.0
@@ -28,7 +29,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
 
         viewModelScope.launch {
             try {
-                llm.unload()
+                llamaAndroid.unload()
             } catch (exc: IllegalStateException) {
                 messages += exc.message!!
             }
@@ -44,7 +45,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
         messages += ""
 
         viewModelScope.launch {
-            llm.send(text)
+            llamaAndroid.send(text)
                 .catch {
                     Log.e(tag, "send() failed", it)
                     messages += it.message!!
@@ -57,7 +58,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
         viewModelScope.launch {
             try {
                 val start = System.nanoTime()
-                val warmupResult = llm.bench(pp, tg, pl, nr)
+                val warmupResult = llamaAndroid.bench(pp, tg, pl, nr)
                 val end = System.nanoTime()
 
                 messages += warmupResult
@@ -70,7 +71,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
                     return@launch
                 }
 
-                messages += llm.bench(512, 128, 1, 3)
+                messages += llamaAndroid.bench(512, 128, 1, 3)
             } catch (exc: IllegalStateException) {
                 Log.e(tag, "bench() failed", exc)
                 messages += exc.message!!
@@ -81,7 +82,7 @@ class MainViewModel(private val llm: Llm = Llm.instance()): ViewModel() {
     fun load(pathToModel: String) {
         viewModelScope.launch {
             try {
-                llm.load(pathToModel)
+                llamaAndroid.load(pathToModel)
                 messages += "Loaded $pathToModel"
             } catch (exc: IllegalStateException) {
                 Log.e(tag, "load() failed", exc)
diff --git a/examples/llama.android/build.gradle.kts b/examples/llama.android/build.gradle.kts
index 50ebc8211..acd1ada7d 100644
--- a/examples/llama.android/build.gradle.kts
+++ b/examples/llama.android/build.gradle.kts
@@ -2,4 +2,5 @@
 plugins {
     id("com.android.application") version "8.2.0" apply false
     id("org.jetbrains.kotlin.android") version "1.9.0" apply false
+    id("com.android.library") version "8.2.0" apply false
 }
diff --git a/examples/llama.android/llama/.gitignore b/examples/llama.android/llama/.gitignore
new file mode 100644
index 000000000..796b96d1c
--- /dev/null
+++ b/examples/llama.android/llama/.gitignore
@@ -0,0 +1 @@
+/build
diff --git a/examples/llama.android/llama/CMakeLists.txt b/examples/llama.android/llama/CMakeLists.txt
new file mode 100644
index 000000000..a5618cac0
--- /dev/null
+++ b/examples/llama.android/llama/CMakeLists.txt
@@ -0,0 +1,55 @@
+
+# For more information about using CMake with Android Studio, read the
+# documentation: https://d.android.com/studio/projects/add-native-code.html.
+# For more examples on how to use CMake, see https://github.com/android/ndk-samples.
+
+# Sets the minimum CMake version required for this project.
+cmake_minimum_required(VERSION 3.22.1)
+
+# Declares the project name. The project name can be accessed via ${ PROJECT_NAME},
+# Since this is the top level CMakeLists.txt, the project name is also accessible
+# with ${CMAKE_PROJECT_NAME} (both CMake variables are in-sync within the top level
+# build script scope).
+project("llama-android")
+
+## Fetch latest llama.cpp from GitHub
+#include(FetchContent)
+#FetchContent_Declare(
+#        llama
+#        GIT_REPOSITORY https://github.com/ggerganov/llama.cpp
+#        GIT_TAG        master
+#)
+#
+## Also provides "common"
+#FetchContent_MakeAvailable(llama)
+
+# llama.cpp CI uses the code from the current branch
+# ref: https://github.com/ggerganov/llama.cpp/pull/7341#issuecomment-2117617700
+add_subdirectory(../../../../../../ build-llama)
+
+# Creates and names a library, sets it as either STATIC
+# or SHARED, and provides the relative paths to its source code.
+# You can define multiple libraries, and CMake builds them for you.
+# Gradle automatically packages shared libraries with your APK.
+#
+# In this top level CMakeLists.txt, ${CMAKE_PROJECT_NAME} is used to define
+# the target library name; in the sub-module's CMakeLists.txt, ${PROJECT_NAME}
+# is preferred for the same purpose.
+#
+# In order to load a library into your app from Java/Kotlin, you must call
+# System.loadLibrary() and pass the name of the library defined here;
+# for GameActivity/NativeActivity derived applications, the same library name must be
+# used in the AndroidManifest.xml file.
+add_library(${CMAKE_PROJECT_NAME} SHARED
+    # List C/C++ source files with relative paths to this CMakeLists.txt.
+        llama-android.cpp)
+
+# Specifies libraries CMake should link to your target library. You
+# can link libraries from various origins, such as libraries defined in this
+# build script, prebuilt third-party libraries, or Android system libraries.
+target_link_libraries(${CMAKE_PROJECT_NAME}
+    # List libraries link to the target library
+    llama
+    common
+    android
+    log)
diff --git a/examples/llama.android/llama/build.gradle.kts b/examples/llama.android/llama/build.gradle.kts
new file mode 100644
index 000000000..0a3806172
--- /dev/null
+++ b/examples/llama.android/llama/build.gradle.kts
@@ -0,0 +1,68 @@
+plugins {
+    id("com.android.library")
+    id("org.jetbrains.kotlin.android")
+}
+
+android {
+    namespace = "android.llama.cpp"
+    compileSdk = 34
+
+    defaultConfig {
+        minSdk = 33
+
+        testInstrumentationRunner = "androidx.test.runner.AndroidJUnitRunner"
+        consumerProguardFiles("consumer-rules.pro")
+        ndk {
+            // Add NDK properties if wanted, e.g.
+            // abiFilters += listOf("arm64-v8a")
+        }
+        externalNativeBuild {
+            cmake {
+                arguments += "-DCMAKE_BUILD_TYPE=Release"
+                cppFlags += listOf()
+                arguments += listOf()
+
+                cppFlags("")
+            }
+        }
+    }
+
+    buildTypes {
+        release {
+            isMinifyEnabled = false
+            proguardFiles(
+                getDefaultProguardFile("proguard-android-optimize.txt"),
+                "proguard-rules.pro"
+            )
+        }
+    }
+    externalNativeBuild {
+        cmake {
+            path("src/main/cpp/CMakeLists.txt")
+            version = "3.22.1"
+        }
+    }
+    compileOptions {
+        sourceCompatibility = JavaVersion.VERSION_1_8
+        targetCompatibility = JavaVersion.VERSION_1_8
+    }
+    kotlinOptions {
+        jvmTarget = "1.8"
+    }
+
+    packaging {
+        resources {
+            excludes += "/META-INF/{AL2.0,LGPL2.1}"
+        }
+    }
+}
+
+dependencies {
+
+    implementation("androidx.core:core-ktx:1.12.0")
+    implementation("androidx.appcompat:appcompat:1.6.1")
+    implementation("com.google.android.material:material:1.11.0")
+    testImplementation("junit:junit:4.13.2")
+    androidTestImplementation("androidx.test.ext:junit:1.1.5")
+    androidTestImplementation("androidx.test.espresso:espresso-core:3.5.1")
+}
diff --git a/examples/llama.android/llama/consumer-rules.pro b/examples/llama.android/llama/consumer-rules.pro
new file mode 100644
index 000000000..e69de29bb
diff --git a/examples/llama.android/llama/proguard-rules.pro b/examples/llama.android/llama/proguard-rules.pro
new file mode 100644
index 000000000..f1b424510
--- /dev/null
+++ b/examples/llama.android/llama/proguard-rules.pro
@@ -0,0 +1,21 @@
+# Add project specific ProGuard rules here.
+# You can control the set of applied configuration files using the
+# proguardFiles setting in build.gradle.
+#
+# For more details, see
+#   http://developer.android.com/guide/developing/tools/proguard.html
+
+# If your project uses WebView with JS, uncomment the following
+# and specify the fully qualified class name to the JavaScript interface
+# class:
+#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
+#   public *;
+#}
+
+# Uncomment this to preserve the line number information for
+# debugging stack traces.
+#-keepattributes SourceFile,LineNumberTable
+
+# If you keep the line number information, uncomment this to
+# hide the original source file name.
+#-renamesourcefileattribute SourceFile
diff --git a/examples/llama.android/llama/src/androidTest/java/android/llama/cpp/ExampleInstrumentedTest.kt b/examples/llama.android/llama/src/androidTest/java/android/llama/cpp/ExampleInstrumentedTest.kt
new file mode 100644
index 000000000..05d6ab5d2
--- /dev/null
+++ b/examples/llama.android/llama/src/androidTest/java/android/llama/cpp/ExampleInstrumentedTest.kt
@@ -0,0 +1,24 @@
+package android.llama.cpp
+
+import androidx.test.platform.app.InstrumentationRegistry
+import androidx.test.ext.junit.runners.AndroidJUnit4
+
+import org.junit.Test
+import org.junit.runner.RunWith
+
+import org.junit.Assert.*
+
+/**
+ * Instrumented test, which will execute on an Android device.
+ *
+ * See [testing documentation](http://d.android.com/tools/testing).
+ */
+@RunWith(AndroidJUnit4::class)
+class ExampleInstrumentedTest {
+    @Test
+    fun useAppContext() {
+        // Context of the app under test.
+        val appContext = InstrumentationRegistry.getInstrumentation().targetContext
+        assertEquals("android.llama.cpp.test", appContext.packageName)
+    }
+}
diff --git a/examples/llama.android/llama/src/main/AndroidManifest.xml b/examples/llama.android/llama/src/main/AndroidManifest.xml
new file mode 100644
index 000000000..8bdb7e14b
--- /dev/null
+++ b/examples/llama.android/llama/src/main/AndroidManifest.xml
@@ -0,0 +1,4 @@
+<?xml version="1.0" encoding="utf-8"?>
+<manifest xmlns:android="http://schemas.android.com/apk/res/android">
+
+</manifest>
diff --git a/examples/llama.android/app/src/main/cpp/CMakeLists.txt b/examples/llama.android/llama/src/main/cpp/CMakeLists.txt
similarity index 89%
rename from examples/llama.android/app/src/main/cpp/CMakeLists.txt
rename to examples/llama.android/llama/src/main/cpp/CMakeLists.txt
index 85139329a..42ebaad49 100644
--- a/examples/llama.android/app/src/main/cpp/CMakeLists.txt
+++ b/examples/llama.android/llama/src/main/cpp/CMakeLists.txt
@@ -1,4 +1,3 @@
-
 # For more information about using CMake with Android Studio, read the
 # documentation: https://d.android.com/studio/projects/add-native-code.html.
 # For more examples on how to use CMake, see https://github.com/android/ndk-samples.
@@ -36,15 +35,15 @@ FetchContent_MakeAvailable(llama)
 # for GameActivity/NativeActivity derived applications, the same library name must be
 # used in the AndroidManifest.xml file.
 add_library(${CMAKE_PROJECT_NAME} SHARED
-    # List C/C++ source files with relative paths to this CMakeLists.txt.
-    llama-android.cpp)
+        # List C/C++ source files with relative paths to this CMakeLists.txt.
+        llama-android.cpp)
 
 # Specifies libraries CMake should link to your target library. You
 # can link libraries from various origins, such as libraries defined in this
 # build script, prebuilt third-party libraries, or Android system libraries.
 target_link_libraries(${CMAKE_PROJECT_NAME}
-    # List libraries link to the target library
-    llama
-    common
-    android
-    log)
+        # List libraries link to the target library
+        llama
+        common
+        android
+        log)
diff --git a/examples/llama.android/app/src/main/cpp/llama-android.cpp b/examples/llama.android/llama/src/main/cpp/llama-android.cpp
similarity index 92%
rename from examples/llama.android/app/src/main/cpp/llama-android.cpp
rename to examples/llama.android/llama/src/main/cpp/llama-android.cpp
index 4af9de303..874158ef0 100644
--- a/examples/llama.android/app/src/main/cpp/llama-android.cpp
+++ b/examples/llama.android/llama/src/main/cpp/llama-android.cpp
@@ -81,7 +81,7 @@ static void log_callback(ggml_log_level level, const char * fmt, void * data) {
 
 extern "C"
 JNIEXPORT jlong JNICALL
-Java_com_example_llama_Llm_load_1model(JNIEnv *env, jobject, jstring filename) {
+Java_android_llama_cpp_LLamaAndroid_load_1model(JNIEnv *env, jobject, jstring filename) {
     llama_model_params model_params = llama_model_default_params();
 
     auto path_to_model = env->GetStringUTFChars(filename, 0);
@@ -101,13 +101,13 @@ Java_com_example_llama_Llm_load_1model(JNIEnv *env, jobject, jstring filename) {
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_free_1model(JNIEnv *, jobject, jlong model) {
+Java_android_llama_cpp_LLamaAndroid_free_1model(JNIEnv *, jobject, jlong model) {
     llama_free_model(reinterpret_cast<llama_model *>(model));
 }
 
 extern "C"
 JNIEXPORT jlong JNICALL
-Java_com_example_llama_Llm_new_1context(JNIEnv *env, jobject, jlong jmodel) {
+Java_android_llama_cpp_LLamaAndroid_new_1context(JNIEnv *env, jobject, jlong jmodel) {
     auto model = reinterpret_cast<llama_model *>(jmodel);
 
     if (!model) {
@@ -139,25 +139,25 @@ Java_com_example_llama_Llm_new_1context(JNIEnv *env, jobject, jlong jmodel) {
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_free_1context(JNIEnv *, jobject, jlong context) {
+Java_android_llama_cpp_LLamaAndroid_free_1context(JNIEnv *, jobject, jlong context) {
     llama_free(reinterpret_cast<llama_context *>(context));
 }
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_backend_1free(JNIEnv *, jobject) {
+Java_android_llama_cpp_LLamaAndroid_backend_1free(JNIEnv *, jobject) {
     llama_backend_free();
 }
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_log_1to_1android(JNIEnv *, jobject) {
+Java_android_llama_cpp_LLamaAndroid_log_1to_1android(JNIEnv *, jobject) {
     llama_log_set(log_callback, NULL);
 }
 
 extern "C"
 JNIEXPORT jstring JNICALL
-Java_com_example_llama_Llm_bench_1model(
+Java_android_llama_cpp_LLamaAndroid_bench_1model(
         JNIEnv *env,
         jobject,
         jlong context_pointer,
@@ -271,13 +271,13 @@ Java_com_example_llama_Llm_bench_1model(
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_free_1batch(JNIEnv *, jobject, jlong batch_pointer) {
+Java_android_llama_cpp_LLamaAndroid_free_1batch(JNIEnv *, jobject, jlong batch_pointer) {
     llama_batch_free(*reinterpret_cast<llama_batch *>(batch_pointer));
 }
 
 extern "C"
 JNIEXPORT jlong JNICALL
-Java_com_example_llama_Llm_new_1batch(JNIEnv *, jobject, jint n_tokens, jint embd, jint n_seq_max) {
+Java_android_llama_cpp_LLamaAndroid_new_1batch(JNIEnv *, jobject, jint n_tokens, jint embd, jint n_seq_max) {
 
     // Source: Copy of llama.cpp:llama_batch_init but heap-allocated.
 
@@ -313,19 +313,19 @@ Java_com_example_llama_Llm_new_1batch(JNIEnv *, jobject, jint n_tokens, jint emb
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_backend_1init(JNIEnv *, jobject) {
+Java_android_llama_cpp_LLamaAndroid_backend_1init(JNIEnv *, jobject) {
     llama_backend_init();
 }
 
 extern "C"
 JNIEXPORT jstring JNICALL
-Java_com_example_llama_Llm_system_1info(JNIEnv *env, jobject) {
+Java_android_llama_cpp_LLamaAndroid_system_1info(JNIEnv *env, jobject) {
     return env->NewStringUTF(llama_print_system_info());
 }
 
 extern "C"
 JNIEXPORT jint JNICALL
-Java_com_example_llama_Llm_completion_1init(
+Java_android_llama_cpp_LLamaAndroid_completion_1init(
         JNIEnv *env,
         jobject,
         jlong context_pointer,
@@ -376,7 +376,7 @@ Java_com_example_llama_Llm_completion_1init(
 
 extern "C"
 JNIEXPORT jstring JNICALL
-Java_com_example_llama_Llm_completion_1loop(
+Java_android_llama_cpp_LLamaAndroid_completion_1loop(
         JNIEnv * env,
         jobject,
         jlong context_pointer,
@@ -438,6 +438,6 @@ Java_com_example_llama_Llm_completion_1loop(
 
 extern "C"
 JNIEXPORT void JNICALL
-Java_com_example_llama_Llm_kv_1cache_1clear(JNIEnv *, jobject, jlong context) {
+Java_android_llama_cpp_LLamaAndroid_kv_1cache_1clear(JNIEnv *, jobject, jlong context) {
     llama_kv_cache_clear(reinterpret_cast<llama_context *>(context));
 }
diff --git a/examples/llama.android/app/src/main/java/com/example/llama/Llm.kt b/examples/llama.android/llama/src/main/java/android/llama/cpp/LLamaAndroid.kt
similarity index 97%
rename from examples/llama.android/app/src/main/java/com/example/llama/Llm.kt
rename to examples/llama.android/llama/src/main/java/android/llama/cpp/LLamaAndroid.kt
index d86afee37..6c63e54e0 100644
--- a/examples/llama.android/app/src/main/java/com/example/llama/Llm.kt
+++ b/examples/llama.android/llama/src/main/java/android/llama/cpp/LLamaAndroid.kt
@@ -1,4 +1,4 @@
-package com.example.llama
+package android.llama.cpp
 
 import android.util.Log
 import kotlinx.coroutines.CoroutineDispatcher
@@ -10,7 +10,7 @@ import kotlinx.coroutines.withContext
 import java.util.concurrent.Executors
 import kotlin.concurrent.thread
 
-class Llm {
+class LLamaAndroid {
     private val tag: String? = this::class.simpleName
 
     private val threadLocalState: ThreadLocal<State> = ThreadLocal.withInitial { State.Idle }
@@ -165,8 +165,8 @@ class Llm {
         }
 
         // Enforce only one instance of Llm.
-        private val _instance: Llm = Llm()
+        private val _instance: LLamaAndroid = LLamaAndroid()
 
-        fun instance(): Llm = _instance
+        fun instance(): LLamaAndroid = _instance
     }
 }
diff --git a/examples/llama.android/llama/src/test/java/android/llama/cpp/ExampleUnitTest.kt b/examples/llama.android/llama/src/test/java/android/llama/cpp/ExampleUnitTest.kt
new file mode 100644
index 000000000..cbbb974d3
--- /dev/null
+++ b/examples/llama.android/llama/src/test/java/android/llama/cpp/ExampleUnitTest.kt
@@ -0,0 +1,17 @@
+package android.llama.cpp
+
+import org.junit.Test
+
+import org.junit.Assert.*
+
+/**
+ * Example local unit test, which will execute on the development machine (host).
+ *
+ * See [testing documentation](http://d.android.com/tools/testing).
+ */
+class ExampleUnitTest {
+    @Test
+    fun addition_isCorrect() {
+        assertEquals(4, 2 + 2)
+    }
+}
diff --git a/examples/llama.android/settings.gradle.kts b/examples/llama.android/settings.gradle.kts
index 2ba32c4fa..c7c1a034a 100644
--- a/examples/llama.android/settings.gradle.kts
+++ b/examples/llama.android/settings.gradle.kts
@@ -15,3 +15,4 @@ dependencyResolutionManagement {
 
 rootProject.name = "LlamaAndroid"
 include(":app")
+include(":llama")
diff --git a/examples/llava/MobileVLM-README.md b/examples/llava/MobileVLM-README.md
index 413e433dd..74f021dec 100644
--- a/examples/llava/MobileVLM-README.md
+++ b/examples/llava/MobileVLM-README.md
@@ -54,10 +54,10 @@ python ./examples/llava/convert-image-encoder-to-gguf \
     --projector-type ldpv2
 ```
 
-4. Use `convert.py` to convert the LLaMA part of LLaVA to GGUF:
+4. Use `examples/convert-legacy-llama.py` to convert the LLaMA part of LLaVA to GGUF:
 
 ```sh
-python ./convert.py path/to/MobileVLM-1.7B
+python ./examples/convert-legacy-llama.py path/to/MobileVLM-1.7B
 ```
 
 5. Use `quantize` to convert LLaMA part's DataType from `fp16` to `q4_k`
diff --git a/examples/llava/README.md b/examples/llava/README.md
index 4fb0cf381..8d1ae5270 100644
--- a/examples/llava/README.md
+++ b/examples/llava/README.md
@@ -50,10 +50,10 @@ python ./examples/llava/llava-surgery.py -m ../llava-v1.5-7b
 python ./examples/llava/convert-image-encoder-to-gguf.py -m ../clip-vit-large-patch14-336 --llava-projector ../llava-v1.5-7b/llava.projector --output-dir ../llava-v1.5-7b
 ```
 
-5. Use `convert.py` to convert the LLaMA part of LLaVA to GGUF:
+5. Use `examples/convert-legacy-llama.py` to convert the LLaMA part of LLaVA to GGUF:
 
 ```sh
-python ./convert.py ../llava-v1.5-7b --skip-unknown
+python ./examples/convert-legacy-llama.py ../llava-v1.5-7b --skip-unknown
 ```
 
 Now both the LLaMA part and the image encoder are in the `llava-v1.5-7b` directory.
@@ -92,7 +92,7 @@ python ./examples/llava/convert-image-encoder-to-gguf.py -m vit --llava-projecto
 
 6) Then convert the model to gguf format:
 ```console
-python ./convert.py ../llava-v1.6-vicuna-7b/ --skip-unknown
+python ./examples/convert-legacy-llama.py ../llava-v1.6-vicuna-7b/ --skip-unknown
 ```
 
 7) And finally we can run the llava-cli using the 1.6 model version:
diff --git a/examples/llava/clip.cpp b/examples/llava/clip.cpp
index f568f470c..95fbe3d02 100644
--- a/examples/llava/clip.cpp
+++ b/examples/llava/clip.cpp
@@ -104,6 +104,7 @@ static std::string format(const char * fmt, ...) {
 #define TN_POS_EMBD        "%s.position_embd.weight"
 #define TN_CLASS_EMBD      "v.class_embd"
 #define TN_PATCH_EMBD      "v.patch_embd.weight"
+#define TN_PATCH_BIAS      "v.patch_embd.bias"
 #define TN_ATTN_K          "%s.blk.%d.attn_k.%s"
 #define TN_ATTN_Q          "%s.blk.%d.attn_q.%s"
 #define TN_ATTN_V          "%s.blk.%d.attn_v.%s"
@@ -425,6 +426,7 @@ struct clip_vision_model {
     // embeddings
     struct ggml_tensor * class_embedding;
     struct ggml_tensor * patch_embeddings;
+    struct ggml_tensor * patch_bias;
     struct ggml_tensor * position_embeddings;
 
     struct ggml_tensor * pre_ln_w;
@@ -501,6 +503,11 @@ struct clip_ctx {
     bool use_gelu = false;
     int32_t ftype = 1;
 
+    bool has_class_embedding = true;
+    bool has_pre_norm = true;
+    bool has_post_norm = false;
+    bool has_patch_bias = false;
+
     struct gguf_context * ctx_gguf;
     struct ggml_context * ctx_data;
 
@@ -526,7 +533,7 @@ static ggml_cgraph * clip_image_build_graph(clip_ctx * ctx, const clip_image_f32
     const int patch_size           = hparams.patch_size;
     const int num_patches          = ((image_size / patch_size) * (image_size / patch_size));
     const int num_patches_per_side = image_size / patch_size; GGML_UNUSED(num_patches_per_side);
-    const int num_positions        = num_patches + 1;
+    const int num_positions        = num_patches + (ctx->has_class_embedding ? 1 : 0);
     const int hidden_size          = hparams.hidden_size;
     const int n_head               = hparams.n_head;
     const int d_head               = hidden_size / n_head;
@@ -557,16 +564,23 @@ static ggml_cgraph * clip_image_build_graph(clip_ctx * ctx, const clip_image_f32
     inp = ggml_reshape_3d(ctx0, inp, num_patches, hidden_size, batch_size);
     inp = ggml_cont(ctx0, ggml_permute(ctx0, inp, 1, 0, 2, 3));
 
+    if (ctx->has_patch_bias) {
+        // inp = ggml_add(ctx0, inp, ggml_repeat(ctx0, model.patch_bias, inp));
+        inp = ggml_add(ctx0, inp, model.patch_bias);
+    }
+
     // concat class_embeddings and patch_embeddings
-    struct ggml_tensor * embeddings = ggml_new_tensor_3d(ctx0, GGML_TYPE_F32, hidden_size, num_positions, batch_size);
-    ggml_set_name(embeddings, "embeddings");
-    ggml_set_input(embeddings);
+    struct ggml_tensor * embeddings = inp;
+    if (ctx->has_class_embedding) {
+        embeddings = ggml_new_tensor_3d(ctx0, GGML_TYPE_F32, hidden_size, num_positions, batch_size);
+        ggml_set_name(embeddings, "embeddings");
+        ggml_set_input(embeddings);
+        embeddings = ggml_acc(ctx0, embeddings, model.class_embedding,
+                embeddings->nb[1], embeddings->nb[2], embeddings->nb[3], 0);
+        embeddings = ggml_acc(ctx0, embeddings, inp,
+                embeddings->nb[1], embeddings->nb[2], embeddings->nb[3], model.class_embedding->nb[1]);
+    }
 
-    embeddings = ggml_acc(ctx0, embeddings, model.class_embedding,
-            embeddings->nb[1], embeddings->nb[2], embeddings->nb[3], 0);
-
-    embeddings = ggml_acc(ctx0, embeddings, inp,
-            embeddings->nb[1], embeddings->nb[2], embeddings->nb[3], model.class_embedding->nb[1]);
 
     struct ggml_tensor * positions = ggml_new_tensor_1d(ctx0, GGML_TYPE_I32, num_positions);
     ggml_set_name(positions, "positions");
@@ -576,7 +590,7 @@ static ggml_cgraph * clip_image_build_graph(clip_ctx * ctx, const clip_image_f32
         ggml_add(ctx0, embeddings, ggml_get_rows(ctx0, model.position_embeddings, positions));
 
     // pre-layernorm
-    {
+    if (ctx->has_pre_norm) {
         embeddings = ggml_norm(ctx0, embeddings, eps);
         ggml_set_name(embeddings, "pre_ln");
 
@@ -664,6 +678,14 @@ static ggml_cgraph * clip_image_build_graph(clip_ctx * ctx, const clip_image_f32
         embeddings = cur;
     }
 
+    // post-layernorm
+    if (ctx->has_post_norm) {
+        embeddings = ggml_norm(ctx0, embeddings, eps);
+        ggml_set_name(embeddings, "post_ln");
+
+        embeddings = ggml_add(ctx0, ggml_mul(ctx0, embeddings, model.post_ln_w), model.post_ln_b);
+    }
+
     // llava projector
     {
         embeddings = ggml_reshape_2d(ctx0, embeddings, embeddings->ne[0], embeddings->ne[1]);
@@ -1148,12 +1170,39 @@ struct clip_ctx * clip_model_load(const char * fname, const int verbosity = 1) {
 
         }
 
+        try {
+            vision_model.class_embedding  = get_tensor(new_clip->ctx_data, TN_CLASS_EMBD);
+            new_clip->has_class_embedding = true;
+        } catch (const std::exception& e) {
+            new_clip->has_class_embedding = false;
+        }
+
+        try {
+            vision_model.pre_ln_w  = get_tensor(new_clip->ctx_data, format(TN_LN_PRE, "v", "weight"));
+            vision_model.pre_ln_b  = get_tensor(new_clip->ctx_data, format(TN_LN_PRE, "v", "bias"));
+            new_clip->has_pre_norm = true;
+        } catch (std::exception & e) {
+            new_clip->has_pre_norm = false;
+        }
+
+        try {
+            vision_model.post_ln_w  = get_tensor(new_clip->ctx_data, format(TN_LN_POST, "v", "weight"));
+            vision_model.post_ln_b  = get_tensor(new_clip->ctx_data, format(TN_LN_POST, "v", "bias"));
+            new_clip->has_post_norm = true;
+        } catch (std::exception & e) {
+            new_clip->has_post_norm = false;
+        }
+
+        try {
+            vision_model.patch_bias = get_tensor(new_clip->ctx_data, TN_PATCH_BIAS);
+            new_clip->has_patch_bias = true;
+        } catch (std::exception & e) {
+            new_clip->has_patch_bias = false;
+        }
+
         try {
             vision_model.patch_embeddings    = get_tensor(new_clip->ctx_data, TN_PATCH_EMBD);
-            vision_model.class_embedding     = get_tensor(new_clip->ctx_data, TN_CLASS_EMBD);
             vision_model.position_embeddings = get_tensor(new_clip->ctx_data, format(TN_POS_EMBD, "v"));
-            vision_model.pre_ln_w            = get_tensor(new_clip->ctx_data, format(TN_LN_PRE, "v", "weight"));
-            vision_model.pre_ln_b            = get_tensor(new_clip->ctx_data, format(TN_LN_PRE, "v", "bias"));
         } catch(const std::exception& e) {
             LOG_TEE("%s: failed to load vision model tensors\n", __func__);
         }
@@ -1797,7 +1846,7 @@ bool clip_image_batch_encode(clip_ctx * ctx, const int n_threads, const clip_ima
     const int image_size    = hparams.image_size;
     const int patch_size    = hparams.patch_size;
     const int num_patches   = ((image_size / patch_size) * (image_size / patch_size));
-    const int num_positions = num_patches + 1;
+    const int num_positions = num_patches + (ctx->has_class_embedding ? 1 : 0);
 
     {
         struct ggml_tensor * inp_raw = ggml_graph_get_tensor(gf, "inp_raw");
@@ -1825,12 +1874,14 @@ bool clip_image_batch_encode(clip_ctx * ctx, const int n_threads, const clip_ima
     }
 
     {
-        struct ggml_tensor * embeddings = ggml_graph_get_tensor(gf, "embeddings");
+        if (ctx->has_class_embedding) {
+            struct ggml_tensor * embeddings = ggml_graph_get_tensor(gf, "embeddings");
 
-        void* zero_mem = malloc(ggml_nbytes(embeddings));
-        memset(zero_mem, 0, ggml_nbytes(embeddings));
-        ggml_backend_tensor_set(embeddings, zero_mem, 0, ggml_nbytes(embeddings));
-        free(zero_mem);
+            void* zero_mem = malloc(ggml_nbytes(embeddings));
+            memset(zero_mem, 0, ggml_nbytes(embeddings));
+            ggml_backend_tensor_set(embeddings, zero_mem, 0, ggml_nbytes(embeddings));
+            free(zero_mem);
+        }
     }
 
     {
diff --git a/examples/llava/clip.h b/examples/llava/clip.h
index 45bdad689..ca3631384 100644
--- a/examples/llava/clip.h
+++ b/examples/llava/clip.h
@@ -68,7 +68,7 @@ CLIP_API bool clip_image_load_from_file(const char * fname, struct clip_image_u8
 /** interpret bytes as an image file with length bytes_length, and use the result to populate img */
 CLIP_API bool clip_image_load_from_bytes(const unsigned char * bytes, size_t bytes_length, struct clip_image_u8 * img);
 
-/** preprocess img and store the result in res_imgs, pad_to_square may be overriden to false depending on model configuration */
+/** preprocess img and store the result in res_imgs, pad_to_square may be overridden to false depending on model configuration */
 CLIP_API bool clip_image_preprocess(struct clip_ctx * ctx, const struct clip_image_u8 * img, struct clip_image_f32_batch * res_imgs );
 
 CLIP_API struct ggml_tensor * clip_get_newline_tensor(const struct clip_ctx * ctx);
diff --git a/examples/llava/llava-cli.cpp b/examples/llava/llava-cli.cpp
index 157a680b5..c974900f2 100644
--- a/examples/llava/llava-cli.cpp
+++ b/examples/llava/llava-cli.cpp
@@ -189,6 +189,11 @@ static void process_prompt(struct llava_context * ctx_llava, struct llava_image_
     LOG_TEE("\n");
 
     struct llama_sampling_context * ctx_sampling = llama_sampling_init(params->sparams);
+    if (!ctx_sampling) {
+        fprintf(stderr, "%s: failed to initialize sampling subsystem\n", __func__);
+        exit(1);
+    }
+
     std::string response = "";
     for (int i = 0; i < max_tgt_len; i++) {
         const char * tmp = sample(ctx_sampling, ctx_llava->ctx_llama, &n_past);
@@ -285,7 +290,7 @@ int main(int argc, char ** argv) {
 #endif // LOG_DISABLE_LOGS
 
     if (params.mmproj.empty() || (params.image.empty() && !prompt_contains_image(params.prompt))) {
-        gpt_print_usage(argc, argv, params);
+        gpt_params_print_usage(argc, argv, params);
         show_additional_info(argc, argv);
         return 1;
     }
@@ -295,14 +300,10 @@ int main(int argc, char ** argv) {
         return 1;
     }
 
-    for (auto & image : params.image) {
+    if (prompt_contains_image(params.prompt)) {
         auto ctx_llava = llava_init_context(&params, model);
 
-        auto image_embed = load_image(ctx_llava, &params, image);
-        if (!image_embed) {
-            std::cerr << "error: failed to load image " << image << ". Terminating\n\n";
-            return 1;
-        }
+        auto image_embed = load_image(ctx_llava, &params, "");
 
         // process the prompt
         process_prompt(ctx_llava, image_embed, &params, params.prompt);
@@ -311,7 +312,26 @@ int main(int argc, char ** argv) {
         llava_image_embed_free(image_embed);
         ctx_llava->model = NULL;
         llava_free(ctx_llava);
+    } else {
+        for (auto & image : params.image) {
+            auto ctx_llava = llava_init_context(&params, model);
+
+            auto image_embed = load_image(ctx_llava, &params, image);
+            if (!image_embed) {
+                std::cerr << "error: failed to load image " << image << ". Terminating\n\n";
+                return 1;
+            }
+
+            // process the prompt
+            process_prompt(ctx_llava, image_embed, &params, params.prompt);
+
+            llama_print_timings(ctx_llava->ctx_llama);
+            llava_image_embed_free(image_embed);
+            ctx_llava->model = NULL;
+            llava_free(ctx_llava);
+        }
     }
+
     llama_free_model(model);
 
     return 0;
diff --git a/examples/llava/llava.cpp b/examples/llava/llava.cpp
index 9a990bb18..63878d176 100644
--- a/examples/llava/llava.cpp
+++ b/examples/llava/llava.cpp
@@ -88,7 +88,6 @@ static struct clip_image_grid_shape get_anyres_image_grid_shape(const std::pair<
 // Take the image segments in a grid configuration and return the embeddings and the number of embeddings into preallocated memory (image_embd_out)
 static bool clip_llava_handle_patches(clip_ctx * ctx_clip, std::vector<float *> & image_embd_v, struct clip_image_grid_shape grid_shape, float * image_embd_out, int * n_img_pos_out) {
     struct {
-        struct ggml_tensor * newline;
         struct ggml_context * ctx;
     } model;
 
@@ -150,20 +149,6 @@ static bool clip_llava_handle_patches(clip_ctx * ctx_clip, std::vector<float *>
 
     model.ctx = ggml_init(params);
 
-    ggml_tensor * newline_tmp = clip_get_newline_tensor(ctx_clip);
-    model.newline = ggml_new_tensor_1d(model.ctx, GGML_TYPE_F32, newline_tmp->ne[0]);
-    if (newline_tmp->backend != GGML_BACKEND_TYPE_CPU) {
-        if (newline_tmp->buffer == NULL) {
-            LOG_TEE("newline_tmp tensor buffer is NULL\n");
-        }
-        ggml_backend_tensor_get(newline_tmp, model.newline->data, 0, ggml_nbytes(newline_tmp));
-    } else {
-        model.newline->data = newline_tmp->data;
-        if (model.newline->data == NULL) {
-            LOG_TEE("newline_tmp tensor data is NULL\n");
-        }
-    }
-
     struct ggml_tensor * image_features = ggml_new_tensor_3d(model.ctx, GGML_TYPE_F32, clip_n_mmproj_embd(ctx_clip), clip_n_patches(ctx_clip), num_images - 1); // example: 4096 x 576 x 4
     // ggml_tensor_printf(image_features,"image_features",__LINE__,false,false);
     // fill it with the image embeddings, ignoring the base
diff --git a/examples/llava/requirements.txt b/examples/llava/requirements.txt
index f80f727a7..17cb4d5e5 100644
--- a/examples/llava/requirements.txt
+++ b/examples/llava/requirements.txt
@@ -1,3 +1,3 @@
--r ../../requirements/requirements-convert.txt
+-r ../../requirements/requirements-convert-legacy-llama.txt
 pillow~=10.2.0
 torch~=2.1.1
diff --git a/examples/lookahead/lookahead.cpp b/examples/lookahead/lookahead.cpp
index 9c3540b20..54f060a85 100644
--- a/examples/lookahead/lookahead.cpp
+++ b/examples/lookahead/lookahead.cpp
@@ -174,7 +174,7 @@ int main(int argc, char ** argv) {
         // debug
         if (dump_kv_cache) {
             llama_kv_cache_view_update(ctx, &kvc_view);
-            dump_kv_cache_view_seqs(kvc_view, 40);
+            llama_kv_cache_dump_view_seqs(kvc_view, 40);
         }
 
         // build the mask from https://lmsys.org/blog/2023-11-21-lookahead-decoding/
diff --git a/examples/lookup/lookup.cpp b/examples/lookup/lookup.cpp
index eebbd00a5..83dbee91a 100644
--- a/examples/lookup/lookup.cpp
+++ b/examples/lookup/lookup.cpp
@@ -121,7 +121,7 @@ int main(int argc, char ** argv){
         // debug
         if (dump_kv_cache) {
             llama_kv_cache_view_update(ctx, &kvc_view);
-            dump_kv_cache_view_seqs(kvc_view, 40);
+            llama_kv_cache_dump_view_seqs(kvc_view, 40);
         }
 
         // print current draft sequence
diff --git a/examples/main/README.md b/examples/main/README.md
index 97e2ae4c2..ee930f4e7 100644
--- a/examples/main/README.md
+++ b/examples/main/README.md
@@ -325,3 +325,5 @@ These options provide extra functionality and customization when running the LLa
 -   `-ts SPLIT, --tensor-split SPLIT`: When using multiple GPUs this option controls how large tensors should be split across all GPUs. `SPLIT` is a comma-separated list of non-negative values that assigns the proportion of data that each GPU should get in order. For example, "3,2" will assign 60% of the data to GPU 0 and 40% to GPU 1. By default the data is split in proportion to VRAM but this may not be optimal for performance.
 -   `--lora FNAME`: Apply a LoRA (Low-Rank Adaptation) adapter to the model (implies --no-mmap). This allows you to adapt the pretrained model to specific tasks or domains.
 -   `--lora-base FNAME`: Optional model to use as a base for the layers modified by the LoRA adapter. This flag is used in conjunction with the `--lora` flag, and specifies the base model for the adaptation.
+
+-   `-hfr URL --hf-repo URL`: The url to the Hugging Face model repository. Used in conjunction with `--hf-file` or `-hff`. The model is downloaded and stored in the file provided by `-m` or `--model`. If `-m` is not provided, the model is auto-stored in the path specified by the `LLAMA_CACHE` environment variable  or in an OS-specific local cache.
diff --git a/examples/main/main.cpp b/examples/main/main.cpp
index 49acd6bab..44949ba86 100644
--- a/examples/main/main.cpp
+++ b/examples/main/main.cpp
@@ -60,9 +60,9 @@ static void write_logfile(
         return;
     }
 
-    const std::string timestamp = get_sortable_timestamp();
+    const std::string timestamp = string_get_sortable_timestamp();
 
-    const bool success = create_directory_with_parents(params.logdir);
+    const bool success = fs_create_directory_with_parents(params.logdir);
     if (!success) {
         fprintf(stderr, "%s: warning: failed to create logdir %s, cannot write logfile\n",
                 __func__, params.logdir.c_str());
@@ -80,7 +80,7 @@ static void write_logfile(
     fprintf(logfile, "binary: main\n");
     char model_desc[128];
     llama_model_desc(model, model_desc, sizeof(model_desc));
-    dump_non_result_info_yaml(logfile, params, ctx, timestamp, input_tokens, model_desc);
+    yaml_dump_non_result_info(logfile, params, ctx, timestamp, input_tokens, model_desc);
 
     fprintf(logfile, "\n");
     fprintf(logfile, "######################\n");
@@ -88,8 +88,8 @@ static void write_logfile(
     fprintf(logfile, "######################\n");
     fprintf(logfile, "\n");
 
-    dump_string_yaml_multiline(logfile, "output", output.c_str());
-    dump_vector_int_yaml(logfile, "output_tokens", output_tokens);
+    yaml_dump_string_multiline(logfile, "output", output.c_str());
+    yaml_dump_vector_int(logfile, "output_tokens", output_tokens);
 
     llama_dump_timing_info_yaml(logfile, ctx);
     fclose(logfile);
@@ -181,7 +181,7 @@ int main(int argc, char ** argv) {
 
     std::mt19937 rng(params.seed);
     if (params.random_prompt) {
-        params.prompt = gpt_random_prompt(rng);
+        params.prompt = string_random_prompt(rng);
     }
 
     LOG("%s: llama backend init\n", __func__);
@@ -219,7 +219,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         LOG_TEE("\n");
-        LOG_TEE("%s\n", get_system_info(params).c_str());
+        LOG_TEE("%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     std::string path_session = params.path_prompt_cache;
@@ -474,12 +474,12 @@ int main(int argc, char ** argv) {
     LOG_TEE("\n\n");
 
     if (params.interactive) {
-        const char *control_message;
+        const char * control_message;
         if (params.multiline_input) {
-            control_message = " - To return control to LLaMa, end your input with '\\'.\n"
+            control_message = " - To return control to the AI, end your input with '\\'.\n"
                               " - To return control without starting a new line, end your input with '/'.\n";
         } else {
-            control_message = " - Press Return to return control to LLaMa.\n"
+            control_message = " - Press Return to return control to the AI.\n"
                               " - To return control without starting a new line, end your input with '/'.\n"
                               " - If you want to submit another line, end your input with '\\'.\n";
         }
@@ -523,6 +523,10 @@ int main(int argc, char ** argv) {
     }
 
     struct llama_sampling_context * ctx_sampling = llama_sampling_init(sparams);
+    if (!ctx_sampling) {
+        fprintf(stderr, "%s: failed to initialize sampling subsystem\n", __func__);
+        exit(1);
+    }
 
     while ((n_remain != 0 && !is_antiprompt) || params.interactive) {
         // predict
@@ -703,7 +707,7 @@ int main(int argc, char ** argv) {
 
             const llama_token id = llama_sampling_sample(ctx_sampling, ctx, ctx_guidance);
 
-            llama_sampling_accept(ctx_sampling, ctx, id, true);
+            llama_sampling_accept(ctx_sampling, ctx, id, /* apply_grammar= */ true);
 
             LOG("last: %s\n", LOG_TOKENS_TOSTR_PRETTY(ctx, ctx_sampling->prev).c_str());
 
@@ -724,7 +728,7 @@ int main(int argc, char ** argv) {
 
                 // push the prompt in the sampling context in order to apply repetition penalties later
                 // for the prompt, we don't apply grammar rules
-                llama_sampling_accept(ctx_sampling, ctx, embd_inp[n_consumed], false);
+                llama_sampling_accept(ctx_sampling, ctx, embd_inp[n_consumed], /* apply_grammar= */ false);
 
                 ++n_consumed;
                 if ((int) embd.size() >= params.n_batch) {
@@ -736,18 +740,26 @@ int main(int argc, char ** argv) {
         // display text
         if (input_echo && display) {
             for (auto id : embd) {
-                const std::string token_str = llama_token_to_piece(ctx, id, !params.conversation);
-                printf("%s", token_str.c_str());
+                const std::string token_str = llama_token_to_piece(ctx, id, params.special);
 
+                // Console/Stream Output
+                fprintf(stdout, "%s", token_str.c_str());
+
+                // Record Displayed Tokens To Log
+                // Note: Generated tokens are created one by one hence this check
                 if (embd.size() > 1) {
+                    // Incoming Requested Tokens
                     input_tokens.push_back(id);
                 } else {
+                    // Outgoing Generated Tokens
                     output_tokens.push_back(id);
                     output_ss << token_str;
                 }
+
+                fflush(stdout);
             }
-            fflush(stdout);
         }
+
         // reset color to default if there is no pending user input
         if (input_echo && (int) embd_inp.size() == n_consumed) {
             console::set_display(console::reset);
@@ -875,11 +887,11 @@ int main(int argc, char ** argv) {
                         embd_inp.insert(embd_inp.end(), cml_pfx.begin(), cml_pfx.end());
                     }
                     if (params.escape) {
-                        process_escapes(buffer);
+                        string_process_escapes(buffer);
                     }
 
                     const auto line_pfx = ::llama_tokenize(ctx, params.input_prefix, false, true);
-                    const auto line_inp = ::llama_tokenize(ctx, buffer,              false, false);
+                    const auto line_inp = ::llama_tokenize(ctx, buffer,              false, params.interactive_specials);
                     const auto line_sfx = ::llama_tokenize(ctx, params.input_suffix, false, true);
 
                     LOG("input tokens: %s\n", LOG_TOKENS_TOSTR_PRETTY(ctx, line_inp).c_str());
diff --git a/examples/make-ggml.py b/examples/make-ggml.py
deleted file mode 100755
index c73485ebf..000000000
--- a/examples/make-ggml.py
+++ /dev/null
@@ -1,98 +0,0 @@
-#!/usr/bin/env python3
-"""
-This script converts Hugging Face Llama, StarCoder, Falcon, Baichuan, and GPT-NeoX models to GGUF and quantizes them.
-
-Usage:
-python make-ggml.py {model_dir_or_hf_repo_name} --model_type {model_type} [--outname {output_name} (Optional)] [--outdir {output_directory} (Optional)] [--quants {quant_types} (Optional)] [--keep_fp16 (Optional)]
-
-Arguments:
-- model: (Required) The directory of the downloaded Hugging Face model or the name of the Hugging Face model repository. If the model directory does not exist, it will be downloaded from the Hugging Face model hub.
-- --model_type: (Required) The type of the model to be converted. Choose from llama, starcoder, falcon, baichuan, or gptneox.
-- --outname: (Optional) The name of the output model. If not specified, the last part of the model directory path or the Hugging Face model repo name will be used.
-- --outdir: (Optional) The directory where the output model(s) will be stored. If not specified, '../models/{outname}' will be used.
-- --quants: (Optional) The types of quantization to apply. This should be a space-separated list. The default is 'Q4_K_M Q5_K_S'.
-- --keep_fp16: (Optional) If specified, the FP16 model will not be deleted after the quantized models are created.
-
-Old quant types (some base model types require these):
-- Q4_0: small, very high quality loss - legacy, prefer using Q3_K_M
-- Q4_1: small, substantial quality loss - legacy, prefer using Q3_K_L
-- Q5_0: medium, balanced quality - legacy, prefer using Q4_K_M
-- Q5_1: medium, low quality loss - legacy, prefer using Q5_K_M
-
-New quant types (recommended):
-- Q2_K: smallest, extreme quality loss - not recommended
-- Q3_K: alias for Q3_K_M
-- Q3_K_S: very small, very high quality loss
-- Q3_K_M: very small, very high quality loss
-- Q3_K_L: small, substantial quality loss
-- Q4_K: alias for Q4_K_M
-- Q4_K_S: small, significant quality loss
-- Q4_K_M: medium, balanced quality - recommended
-- Q5_K: alias for Q5_K_M
-- Q5_K_S: large, low quality loss - recommended
-- Q5_K_M: large, very low quality loss - recommended
-- Q6_K: very large, extremely low quality loss
-- Q8_0: very large, extremely low quality loss - not recommended
-- F16: extremely large, virtually no quality loss - not recommended
-- F32: absolutely huge, lossless - not recommended
-"""
-import subprocess
-subprocess.run(f"pip install huggingface-hub==0.16.4", shell=True, check=True)
-
-import argparse
-import os
-from huggingface_hub import snapshot_download
-
-def main(model, model_type, outname, outdir, quants, keep_fp16):
-    if not os.path.isdir(model):
-        print(f"Model not found at {model}. Downloading...")
-        try:
-            if outname is None:
-                outname = model.split('/')[-1]
-            model = snapshot_download(repo_id=model, cache_dir='../models/hf_cache')
-        except Exception as e:
-            raise Exception(f"Could not download the model: {e}")
-
-    if outdir is None:
-        outdir = f'../models/{outname}'
-
-    if not os.path.isfile(f"{model}/config.json"):
-        raise Exception(f"Could not find config.json in {model}")
-
-    os.makedirs(outdir, exist_ok=True)
-
-    print("Building llama.cpp")
-    subprocess.run(f"cd .. && make quantize", shell=True, check=True)
-
-    fp16 = f"{outdir}/{outname}.gguf.fp16.bin"
-
-    print(f"Making unquantised GGUF at {fp16}")
-    if not os.path.isfile(fp16):
-        if model_type != "llama":
-            subprocess.run(f"python3 ../convert-{model_type}-hf-to-gguf.py {model} 1 --outfile {fp16}", shell=True, check=True)
-        else:
-            subprocess.run(f"python3 ../convert.py {model} --outtype f16 --outfile {fp16}", shell=True, check=True)
-    else:
-        print(f"Unquantised GGML already exists at: {fp16}")
-
-    print("Making quants")
-    for type in quants:
-        outfile = f"{outdir}/{outname}.gguf.{type}.bin"
-        print(f"Making {type} : {outfile}")
-        subprocess.run(f"../quantize {fp16} {outfile} {type}", shell=True, check=True)
-
-    if not keep_fp16:
-        os.remove(fp16)
-
-if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description='Convert/Quantize HF models to GGUF. If you have the HF model downloaded already, pass the path to the model dir. Otherwise, pass the Hugging Face model repo name. You need to be in the /examples folder for it to work.')
-    parser.add_argument('model', help='Downloaded model dir or Hugging Face model repo name')
-    parser.add_argument('--model_type', required=True, choices=['llama', 'starcoder', 'falcon', 'baichuan', 'gptneox'], help='Type of the model to be converted. Choose from llama, starcoder, falcon, baichuan, or gptneox.')
-    parser.add_argument('--outname', default=None, help='Output model(s) name')
-    parser.add_argument('--outdir', default=None, help='Output directory')
-    parser.add_argument('--quants', nargs='*', default=["Q4_K_M", "Q5_K_S"], help='Quant types')
-    parser.add_argument('--keep_fp16', action='store_true', help='Keep fp16 model', default=False)
-
-    args = parser.parse_args()
-
-    main(args.model, args.model_type, args.outname, args.outdir, args.quants, args.keep_fp16)
diff --git a/examples/parallel/parallel.cpp b/examples/parallel/parallel.cpp
index 7c5595d6e..c731abb72 100644
--- a/examples/parallel/parallel.cpp
+++ b/examples/parallel/parallel.cpp
@@ -210,7 +210,7 @@ int main(int argc, char ** argv) {
     while (true) {
         if (dump_kv_cache) {
             llama_kv_cache_view_update(ctx, &kvc_view);
-            dump_kv_cache_view_seqs(kvc_view, 40);
+            llama_kv_cache_dump_view_seqs(kvc_view, 40);
         }
 
         llama_batch_clear(batch);
diff --git a/examples/perplexity/README.md b/examples/perplexity/README.md
index c5e2bc5de..33a46d1a2 100644
--- a/examples/perplexity/README.md
+++ b/examples/perplexity/README.md
@@ -7,6 +7,8 @@ Also note that finetunes typically result in a higher perplexity value even thou
 
 Within llama.cpp the perplexity of base models is used primarily to judge the quality loss from e.g. quantized models vs. FP16.
 The convention among contributors is to use the Wikitext-2 test set for testing unless noted otherwise (can be obtained with `scripts/get-wikitext-2.sh`).
+When numbers are listed all command line arguments and compilation options are left at their defaults unless noted otherwise.
+llama.cpp numbers are **not** directly comparable to those of other projects because the exact values depend strongly on the implementation details.
 
 By default only the mean perplexity value and the corresponding uncertainty is calculated.
 The uncertainty is determined empirically by assuming a Gaussian distribution of the "correct" logits per and then applying error propagation.
@@ -32,12 +34,21 @@ In addition to the KL divergence the following statistics are calculated with `-
 
 ## LLaMA 3 8b Scoreboard
 
-Results are sorted by Kullback-Leibler divergence relative to FP16.
+| Revision | f364eb6f           |
+|:---------|:-------------------|
+| Backend  | CUDA               |
+| CPU      | AMD Epyc 7742      |
+| GPU      | 1x NVIDIA RTX 4090 |
+
+Results were generated using the CUDA backend and are sorted by Kullback-Leibler divergence relative to FP16.
 The "WT" importance matrices were created using varying numbers of Wikitext tokens and can be found [here](https://huggingface.co/JohannesGaessler/llama.cpp_importance_matrices/blob/main/imatrix-llama_3-8b-f16-2.7m_tokens.dat).
+Note: the FP16 logits used for the calculation of all metrics other than perplexity are stored in a binary file between runs.
+In order to save space this file does **not** contain the exact same FP32 logits but instead casts them to 16 bit unsigned integers (with some scaling).
+So the "f16" results are to be understood as the difference resulting only from this downcast.
 
 | Quantization | imatrix | Model size [GiB] | PPL                    | ΔPPL                   | KLD                   | Mean Δp           | RMS Δp           |
 |--------------|---------|------------------|------------------------|------------------------|-----------------------|-------------------|------------------|
-| f16          | None    |            14.97 | 6.233160 ±   0.037828  | -                      | -                     | -                 | -                |
+| f16          | None    |            14.97 | 6.233160 ±   0.037828  | 0.001524 ±   0.000755  | 0.000551 ±   0.000002 |  0.001 ± 0.002 %  | 0.787 ± 0.004 %  |
 | q8_0         | None    |             7.96 | 6.234284 ±   0.037878  | 0.002650 ±   0.001006  | 0.001355 ±   0.000006 | -0.019 ± 0.003 %  | 1.198 ± 0.007 %  |
 | q6_K         | None    |             6.14 | 6.253382 ±   0.038078  | 0.021748 ±   0.001852  | 0.005452 ±   0.000035 | -0.007 ± 0.006 %  | 2.295 ± 0.019 %  |
 | q5_K_M       | None    |             5.33 | 6.288607 ±   0.038338  | 0.056974 ±   0.002598  | 0.010762 ±   0.000079 | -0.114 ± 0.008 %  | 3.160 ± 0.031 %  |
@@ -89,6 +100,12 @@ K-quants score better on mean Δp than the legacy quants than e.g. KL divergence
 
 ## LLaMA 2 vs. LLaMA 3 Quantization comparison
 
+| Revision | f364eb6f           |
+|:---------|:-------------------|
+| Backend  | CUDA               |
+| CPU      | AMD Epyc 7742      |
+| GPU      | 1x NVIDIA RTX 4090 |
+
 | Metric          |          L2 7b q2_K |          L3 8b q2_K |        L2 7b q4_K_M |        L3 8b q4_K_M |          L2 7b q6_K |          L3 8b q6_K |          L2 7b q8_0 |          L3 8b q8_0 |
 |-----------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|---------------------|
 | Mean PPL        | 5.794552 ± 0.032298 | 9.751568 ± 0.063312 | 5.877078 ± 0.032781 | 6.407115 ± 0.039119 | 5.808494 ± 0.032425 | 6.253382 ± 0.038078 | 5.798542 ± 0.032366 | 6.234284 ± 0.037878 |
@@ -107,6 +124,50 @@ K-quants score better on mean Δp than the legacy quants than e.g. KL divergence
 | RMS Δp          |     9.762 ± 0.053 % |    21.421 ± 0.079 % |     3.252 ± 0.024 % |     5.519 ± 0.050 % |     1.339 ± 0.010 % |     2.295 ± 0.019 % |     0.618 ± 0.011 % |     1.198 ± 0.007 % |
 | Same top p      |    85.584 ± 0.086 % |    71.138 ± 0.119 % |    94.665 ± 0.055 % |    91.901 ± 0.072 % |    97.520 ± 0.038 % |    96.031 ± 0.051 % |    98.846 ± 0.026 % |    97.674 ± 0.040 % |
 
+## LLaMA 3 BF16 vs. FP16 comparison
+
+| Revision | 83330d8c      |
+|:---------|:--------------|
+| Backend  | CPU           |
+| CPU      | AMD Epyc 7742 |
+| GPU      | N/A           |
+
+Results were calculated with LLaMA 3 8b BF16 as `--kl-divergence-base` and LLaMA 3 8b FP16 as the `--model` for comparison.
+
+| Metric                         |                    Value |
+|--------------------------------|--------------------------|
+| Mean PPL(Q)                    |      6.227711 ± 0.037833 |
+| Mean PPL(base)                 |      6.225194 ± 0.037771 |
+| Cor(ln(PPL(Q)), ln(PPL(base))) |                  99.990% |
+| Mean ln(PPL(Q)/PPL(base))      |      0.000404 ± 0.000086 |
+| Mean PPL(Q)/PPL(base)          |      1.000404 ± 0.000086 |
+| Mean PPL(Q)-PPL(base)          |      0.002517 ± 0.000536 |
+| Mean    KLD                    |  0.00002515 ± 0.00000020 |
+| Maximum KLD                    |                 0.012206 |
+| 99.9%   KLD                    |                 0.000799 |
+| 99.0%   KLD                    |                 0.000222 |
+| 99.0%   KLD                    |                 0.000222 |
+| Median  KLD                    |                 0.000013 |
+| 10.0%   KLD                    |                -0.000002 |
+| 5.0%   KLD                     |                -0.000008 |
+| 1.0%   KLD                     |                -0.000023 |
+| Minimum KLD                    |                -0.000059 |
+| Mean    Δp                     | -0.0000745 ± 0.0003952 % |
+| Maximum Δp                     |                   4.186% |
+| 99.9%   Δp                     |                   1.049% |
+| 99.0%   Δp                     |                   0.439% |
+| 95.0%   Δp                     |                   0.207% |
+| 90.0%   Δp                     |                   0.125% |
+| 75.0%   Δp                     |                   0.029% |
+| Median  Δp                     |                   0.000% |
+| 25.0%   Δp                     |                  -0.030% |
+| 10.0%   Δp                     |                  -0.126% |
+| 5.0%   Δp                      |                  -0.207% |
+| 1.0%   Δp                      |                  -0.434% |
+| 0.1%   Δp                      |                  -1.016% |
+| Minimum Δp                     |                  -4.672% |
+| RMS Δp                         |          0.150 ± 0.001 % |
+| Same top p                     |         99.739 ± 0.013 % |
 
 ## Old Numbers
 
diff --git a/examples/perplexity/perplexity.cpp b/examples/perplexity/perplexity.cpp
index db6e0949d..30e5e282e 100644
--- a/examples/perplexity/perplexity.cpp
+++ b/examples/perplexity/perplexity.cpp
@@ -44,9 +44,9 @@ static void write_logfile(
         return;
     }
 
-    const std::string timestamp = get_sortable_timestamp();
+    const std::string timestamp = string_get_sortable_timestamp();
 
-    const bool success = create_directory_with_parents(params.logdir);
+    const bool success = fs_create_directory_with_parents(params.logdir);
     if (!success) {
         fprintf(stderr, "%s: warning: failed to create logdir %s, cannot write logfile\n",
                 __func__, params.logdir.c_str());
@@ -64,7 +64,7 @@ static void write_logfile(
     fprintf(logfile, "binary: main\n");
     char model_desc[128];
     llama_model_desc(model, model_desc, sizeof(model_desc));
-    dump_non_result_info_yaml(logfile, params, ctx, timestamp, results.tokens, model_desc);
+    yaml_dump_non_result_info(logfile, params, ctx, timestamp, results.tokens, model_desc);
 
     fprintf(logfile, "\n");
     fprintf(logfile, "######################\n");
@@ -72,9 +72,9 @@ static void write_logfile(
     fprintf(logfile, "######################\n");
     fprintf(logfile, "\n");
 
-    dump_vector_float_yaml(logfile, "logits", results.logits);
+    yaml_dump_vector_float(logfile, "logits", results.logits);
     fprintf(logfile, "ppl_value: %f\n", results.ppl_value);
-    dump_vector_float_yaml(logfile, "probs", results.probs);
+    yaml_dump_vector_float(logfile, "probs", results.probs);
 
     llama_dump_timing_info_yaml(logfile, ctx);
     fclose(logfile);
@@ -1425,7 +1425,7 @@ static void multiple_choice_score(llama_context * ctx, const gpt_params & params
         // Use all tasks
         tasks.resize(n_task);
         printf("%s: reading tasks", __func__);
-        int n_dot = n_task/100;
+        int n_dot = std::max((int) n_task/100, 1);
         int i = 0;
         for (auto& task : tasks) {
             ++i;
@@ -1675,7 +1675,7 @@ static void multiple_choice_score(llama_context * ctx, const gpt_params & params
 
     llama_batch_free(batch);
 
-    if (n_done < 100) return;
+    if (n_done < 100 && (params.multiple_choice_tasks != 0 && params.multiple_choice_tasks < (size_t)n_task)) return;
 
     float p = 1.f*n_correct/n_done;
     float sigma = sqrt(p*(1-p)/(n_done-1));
@@ -2007,7 +2007,7 @@ int main(int argc, char ** argv) {
 
     std::mt19937 rng(params.seed);
     if (params.random_prompt) {
-        params.prompt = gpt_random_prompt(rng);
+        params.prompt = string_random_prompt(rng);
     }
 
     llama_backend_init();
@@ -2035,7 +2035,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         fprintf(stderr, "\n");
-        fprintf(stderr, "%s\n", get_system_info(params).c_str());
+        fprintf(stderr, "%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     struct results_perplexity results;
diff --git a/examples/quantize/README.md b/examples/quantize/README.md
index 8a10365c0..b78ece4e7 100644
--- a/examples/quantize/README.md
+++ b/examples/quantize/README.md
@@ -1,6 +1,8 @@
 # quantize
 
-TODO
+You can also use the [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space on Hugging Face to build your own quants without any setup.
+
+Note: It is synced from llama.cpp `main` every 6 hours.
 
 ## Llama 2 7B
 
diff --git a/examples/quantize/quantize.cpp b/examples/quantize/quantize.cpp
index 909eab283..28584e14b 100644
--- a/examples/quantize/quantize.cpp
+++ b/examples/quantize/quantize.cpp
@@ -259,7 +259,7 @@ int main(int argc, char ** argv) {
                 usage(argv[0]);
             }
         } else if (strcmp(argv[arg_idx], "--override-kv") == 0) {
-            if (arg_idx == argc-1 || !parse_kv_override(argv[++arg_idx], kv_overrides)) {
+            if (arg_idx == argc-1 || !string_parse_kv_override(argv[++arg_idx], kv_overrides)) {
                 usage(argv[0]);
             }
         } else if (strcmp(argv[arg_idx], "--allow-requantize") == 0) {
@@ -284,7 +284,7 @@ int main(int argc, char ** argv) {
             } else {
                 usage(argv[0]);
             }
-        } else if (strcmp(argv[arg_idx], "--keep-split")) {
+        } else if (strcmp(argv[arg_idx], "--keep-split") == 0) {
             params.keep_split = true;
         } else {
             usage(argv[0]);
diff --git a/examples/quantize/tests.sh b/examples/quantize/tests.sh
index 160c12bee..a3ca74c68 100644
--- a/examples/quantize/tests.sh
+++ b/examples/quantize/tests.sh
@@ -41,8 +41,8 @@ $SPLIT --split-max-tensors 28  $WORK_PATH/gemma-1.1-2b-it.Q8_0.gguf $WORK_PATH/g
 echo PASS
 echo
 
-# 3. Requant model with '--keep_split'
-$QUANTIZE --allow-requantize --keep_split $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-requant.gguf Q4_K
+# 3. Requant model with '--keep-split'
+$QUANTIZE --allow-requantize --keep-split $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-requant.gguf Q4_K
 echo PASS
 echo
 
@@ -51,7 +51,7 @@ $MAIN --model $WORK_PATH/ggml-model-requant-00001-of-00006.gguf --random-prompt
 echo PASS
 echo
 
-# 4. Requant mode without '--keep_split'
+# 4. Requant mode without '--keep-split'
 $QUANTIZE --allow-requantize $WORK_PATH/ggml-model-split-00001-of-00006.gguf $WORK_PATH/ggml-model-requant-merge.gguf Q4_K
 echo PASS
 echo
diff --git a/examples/retrieval/retrieval.cpp b/examples/retrieval/retrieval.cpp
index 5ba71e76a..4e7530706 100644
--- a/examples/retrieval/retrieval.cpp
+++ b/examples/retrieval/retrieval.cpp
@@ -11,7 +11,7 @@ struct retrieval_params {
 };
 
 static void retrieval_params_print_usage(int argc, char ** argv, gpt_params & gpt_params, retrieval_params & params) {
-    gpt_print_usage(argc, argv, gpt_params);
+    gpt_params_print_usage(argc, argv, gpt_params);
     printf("retrieval options:\n");
     printf("  --context-file FNAME  file containing context to embed.\n");
     printf("                        specify multiple files by providing --context-file option multiple times.\n");
@@ -226,7 +226,7 @@ int main(int argc, char ** argv) {
     // print system information
     {
         fprintf(stderr, "\n");
-        fprintf(stderr, "%s\n", get_system_info(params).c_str());
+        fprintf(stderr, "%s\n", gpt_params_get_system_info(params).c_str());
     }
 
     // max batch size
diff --git a/examples/rpc/CMakeLists.txt b/examples/rpc/CMakeLists.txt
new file mode 100644
index 000000000..ae48fb98d
--- /dev/null
+++ b/examples/rpc/CMakeLists.txt
@@ -0,0 +1,2 @@
+add_executable(rpc-server rpc-server.cpp)
+target_link_libraries(rpc-server PRIVATE ggml llama)
diff --git a/examples/rpc/README.md b/examples/rpc/README.md
new file mode 100644
index 000000000..eeec71a8e
--- /dev/null
+++ b/examples/rpc/README.md
@@ -0,0 +1,74 @@
+## Overview
+
+The `rpc-server` allows  running `ggml` backend on a remote host.
+The RPC backend communicates with one or several instances of `rpc-server` and offloads computations to them.
+This can be used for distributed LLM inference with `llama.cpp` in the following way:
+
+```mermaid
+flowchart TD
+    rpcb---|TCP|srva
+    rpcb---|TCP|srvb
+    rpcb-.-|TCP|srvn
+    subgraph hostn[Host N]
+    srvn[rpc-server]-.-backend3["Backend (CUDA,Metal,etc.)"]
+    end
+    subgraph hostb[Host B]
+    srvb[rpc-server]---backend2["Backend (CUDA,Metal,etc.)"]
+    end
+    subgraph hosta[Host A]
+    srva[rpc-server]---backend["Backend (CUDA,Metal,etc.)"]
+    end
+    subgraph host[Main Host]
+    ggml[llama.cpp]---rpcb[RPC backend]
+    end
+    style hostn stroke:#66,stroke-width:2px,stroke-dasharray: 5 5
+```
+
+Each host can run a different backend, e.g. one with CUDA and another with Metal.
+You can also run multiple `rpc-server` instances on the same host, each with a different backend.
+
+## Usage
+
+On each host, build the corresponding backend with `cmake` and add `-DLLAMA_RPC=ON` to the build options.
+For example, to build the CUDA backend with RPC support:
+
+```bash
+mkdir build-rpc-cuda
+cd build-rpc-cuda
+cmake .. -DLLAMA_CUDA=ON -DLLAMA_RPC=ON
+cmake --build . --config Release
+```
+
+Then, start the `rpc-server` with the backend:
+
+```bash
+$ bin/rpc-server -p 50052
+create_backend: using CUDA backend
+ggml_cuda_init: GGML_CUDA_FORCE_MMQ:   no
+ggml_cuda_init: CUDA_USE_TENSOR_CORES: yes
+ggml_cuda_init: found 1 CUDA devices:
+  Device 0: NVIDIA T1200 Laptop GPU, compute capability 7.5, VMM: yes
+Starting RPC server on 0.0.0.0:50052
+```
+
+When using the CUDA backend, you can specify the device with the `CUDA_VISIBLE_DEVICES` environment variable, e.g.:
+```bash
+$ CUDA_VISIBLE_DEVICES=0 bin/rpc-server -p 50052
+```
+This way you can run multiple `rpc-server` instances on the same host, each with a different CUDA device.
+
+
+On the main host build `llama.cpp` only with `-DLLAMA_RPC=ON`:
+
+```bash
+mkdir build-rpc
+cd build-rpc
+cmake .. -DLLAMA_RPC=ON
+cmake --build . --config Release
+```
+
+Finally, use the `--rpc` option to specify the host and port of each `rpc-server`:
+
+```bash
+$ bin/main -m ../models/tinyllama-1b/ggml-model-f16.gguf -p "Hello, my name is" --repeat-penalty 1.0 -n 64 --rpc 192.168.88.10:50052,192.168.88.11:50052 -ngl 99
+```
diff --git a/examples/rpc/rpc-server.cpp b/examples/rpc/rpc-server.cpp
new file mode 100644
index 000000000..7c15d2aa4
--- /dev/null
+++ b/examples/rpc/rpc-server.cpp
@@ -0,0 +1,134 @@
+#ifdef GGML_USE_CUDA
+#include "ggml-cuda.h"
+#endif
+
+#ifdef GGML_USE_METAL
+#include "ggml-metal.h"
+#endif
+
+#include "ggml-rpc.h"
+#ifdef _WIN32
+#  include <windows.h>
+#else
+#  include <unistd.h>
+#endif
+#include <string>
+#include <stdio.h>
+
+struct rpc_server_params {
+    std::string host        = "0.0.0.0";
+    int         port        = 50052;
+    size_t      backend_mem = 0;
+};
+
+static void print_usage(int /*argc*/, char ** argv, rpc_server_params params) {
+    fprintf(stderr, "Usage: %s [options]\n\n", argv[0]);
+    fprintf(stderr, "options:\n");
+    fprintf(stderr, "  -h, --help            show this help message and exit\n");
+    fprintf(stderr, "  -H HOST, --host HOST  host to bind to (default: %s)\n", params.host.c_str());
+    fprintf(stderr, "  -p PORT, --port PORT  port to bind to (default: %d)\n", params.port);
+    fprintf(stderr, "  -m MEM, --mem MEM     backend memory size (in MB)\n");
+    fprintf(stderr, "\n");
+}
+
+static bool rpc_server_params_parse(int argc, char ** argv, rpc_server_params & params) {
+    std::string arg;
+    for (int i = 1; i < argc; i++) {
+        arg = argv[i];
+        if (arg == "-H" || arg == "--host") {
+            if (++i >= argc) {
+                return false;
+            }
+            params.host = argv[i];
+        } else if (arg == "-p" || arg == "--port") {
+            if (++i >= argc) {
+                return false;
+            }
+            params.port = std::stoi(argv[i]);
+            if (params.port <= 0 || params.port > 65535) {
+                return false;
+            }
+        } else if (arg == "-m" || arg == "--mem") {
+            if (++i >= argc) {
+                return false;
+            }
+            params.backend_mem = std::stoul(argv[i]) * 1024 * 1024;
+        } else if (arg == "-h" || arg == "--help") {
+            print_usage(argc, argv, params);
+            exit(0);
+        } else {
+            fprintf(stderr, "error: unknown argument: %s\n", arg.c_str());
+            print_usage(argc, argv, params);
+            exit(0);
+        }
+    }
+    return true;
+}
+
+static ggml_backend_t create_backend() {
+    ggml_backend_t backend = NULL;
+#ifdef GGML_USE_CUDA
+    fprintf(stderr, "%s: using CUDA backend\n", __func__);
+    backend = ggml_backend_cuda_init(0); // init device 0
+    if (!backend) {
+        fprintf(stderr, "%s: ggml_backend_cuda_init() failed\n", __func__);
+    }
+#elif GGML_USE_METAL
+    fprintf(stderr, "%s: using Metal backend\n", __func__);
+    backend = ggml_backend_metal_init();
+    if (!backend) {
+        fprintf(stderr, "%s: ggml_backend_metal_init() failed\n", __func__);
+    }
+#endif
+
+    // if there aren't GPU Backends fallback to CPU backend
+    if (!backend) {
+        fprintf(stderr, "%s: using CPU backend\n", __func__);
+        backend = ggml_backend_cpu_init();
+    }
+    return backend;
+}
+
+static void get_backend_memory(size_t * free_mem, size_t * total_mem) {
+#ifdef GGML_USE_CUDA
+    ggml_backend_cuda_get_device_memory(0, free_mem, total_mem);
+#else
+    #ifdef _WIN32
+        MEMORYSTATUSEX status;
+        status.dwLength = sizeof(status);
+        GlobalMemoryStatusEx(&status);
+        *total_mem = status.ullTotalPhys;
+        *free_mem = status.ullAvailPhys;
+    #else
+        long pages = sysconf(_SC_PHYS_PAGES);
+        long page_size = sysconf(_SC_PAGE_SIZE);
+        *total_mem = pages * page_size;
+        *free_mem = *total_mem;
+    #endif
+#endif
+}
+
+int main(int argc, char * argv[]) {
+    rpc_server_params params;
+    if (!rpc_server_params_parse(argc, argv, params)) {
+        fprintf(stderr, "Invalid parameters\n");
+        return 1;
+    }
+    ggml_backend_t backend = create_backend();
+    if (!backend) {
+        fprintf(stderr, "Failed to create backend\n");
+        return 1;
+    }
+    std::string endpoint = params.host + ":" + std::to_string(params.port);
+    size_t free_mem, total_mem;
+    if (params.backend_mem > 0) {
+        free_mem = params.backend_mem;
+        total_mem = params.backend_mem;
+    } else {
+        get_backend_memory(&free_mem, &total_mem);
+    }
+    printf("Starting RPC server on %s, backend memory: %zu MB\n", endpoint.c_str(), free_mem / (1024 * 1024));
+    start_rpc_server(backend, endpoint.c_str(), free_mem, total_mem);
+    ggml_backend_free(backend);
+    return 0;
+}
diff --git a/examples/server/README.md b/examples/server/README.md
index 650317991..0c3db8c84 100644
--- a/examples/server/README.md
+++ b/examples/server/README.md
@@ -17,8 +17,9 @@ The project is under active development, and we are [looking for feedback and co
 
 **Command line options:**
 
-- `--threads N`, `-t N`: Set the number of threads to use during generation. Not used if model layers are offloaded to GPU. The server is using batching. This parameter is used only if one token is to be processed on CPU backend.
-- `-tb N, --threads-batch N`: Set the number of threads to use during batch and prompt processing. If not specified, the number of threads will be set to the number of threads used for generation. Not used if model layers are offloaded to GPU.
+- `-v`, `--verbose`: Enable verbose server output. When using the `/completion` endpoint, this includes the tokenized prompt, the full request and the full response.
+- `-t N`, `--threads N`: Set the number of threads to use by CPU layers during generation. Not used by model layers that are offloaded to GPU. This option has no effect when using the maximum number of GPU layers. Default: `std::thread::hardware_concurrency()` (number of CPU cores).
+- `-tb N, --threads-batch N`: Set the number of threads to use by CPU layers during batch and prompt processing (>= 32 tokens). This option has no effect if a GPU is available. Default: `--threads`.
 - `--threads-http N`: Number of threads in the http server pool to process requests. Default: `max(std::thread::hardware_concurrency() - 1, --parallel N + 2)`
 - `-m FNAME`, `--model FNAME`: Specify the path to the LLaMA model file (e.g., `models/7B/ggml-model.gguf`).
 - `-mu MODEL_URL --model-url MODEL_URL`: Specify a remote http url to download the file. Default: unused
@@ -36,9 +37,7 @@ The project is under active development, and we are [looking for feedback and co
 - `--numa STRATEGY`: Attempt one of the below optimization strategies that may help on some NUMA systems
 - `--numa distribute`: Spread execution evenly over all nodes
 - `--numa isolate`: Only spawn threads on CPUs on the node that execution started on
-- `--numa numactl`: Use the CPU map provided by numactl. If run without this previously, it is recommended to drop the system
-page cache before using this. See https://github.com/ggerganov/llama.cpp/issues/1437
-
+- `--numa numactl`: Use the CPU map provided by numactl. If run without this previously, it is recommended to drop the system page cache before using this. See https://github.com/ggerganov/llama.cpp/issues/1437
 - `--numa`: Attempt optimizations that may help on some NUMA systems.
 - `--lora FNAME`: Apply a LoRA (Low-Rank Adaptation) adapter to the model (implies --no-mmap). This allows you to adapt the pretrained model to specific tasks or domains.
 - `--lora-base FNAME`: Optional model to use as a base for the layers modified by the LoRA adapter. This flag is used in conjunction with the `--lora` flag, and specifies the base model for the adaptation.
@@ -48,8 +47,8 @@ page cache before using this. See https://github.com/ggerganov/llama.cpp/issues/
 - `--path`: Path from which to serve static files. Default: disabled
 - `--api-key`: Set an api key for request authorization. By default, the server responds to every request. With an api key set, the requests must have the Authorization header set with the api key as Bearer token. May be used multiple times to enable multiple valid keys.
 - `--api-key-file`: Path to file containing api keys delimited by new lines. If set, requests must include one of the keys for access. May be used in conjunction with `--api-key`s.
-- `--embedding`: Enable embedding extraction. Default: disabled
-- `-np N`, `--parallel N`: Set the number of slots for process requests. Default: `1`
+- `--embeddings`: Enable embedding vector output and the OAI compatible endpoint /v1/embeddings. Physical batch size (`--ubatch-size`) must be carefully defined. Default: disabled
+- `-np N`, `--parallel N`: Set the number of slots for process requests. Default: `1`. Values > 1 will allow for higher throughput with multiple parallel requests but the results will **not** be deterministic due to differences in rounding error.
 - `-cb`, `--cont-batching`: Enable continuous batching (a.k.a dynamic batching).  Default: disabled
 - `-spf FNAME`, `--system-prompt-file FNAME` Set a file to load a system prompt (initial prompt of all slots). This is useful for chat applications. [See more](#change-system-prompt-on-runtime)
 - `--mmproj MMPROJ_FILE`: Path to a multimodal projector file for LLaVA.
diff --git a/examples/server/public/index.html b/examples/server/public/index.html
index 2961999f2..4c5a34d90 100644
--- a/examples/server/public/index.html
+++ b/examples/server/public/index.html
@@ -594,7 +594,7 @@
           message = html`<${Probabilities} data=${data} />`
         } else {
           const text = isArrayMessage ?
-            data.map(msg => msg.content).join('').replace(/^\s+/, '') :
+            data.map(msg => msg.content).join('') :
             data;
           message = isCompletionMode ?
             text :
@@ -877,19 +877,30 @@
 
     // poor mans markdown replacement
     const Markdownish = (params) => {
-      const md = params.text
-        .replace(/&/g, '&amp;')
-        .replace(/</g, '&lt;')
-        .replace(/>/g, '&gt;')
-        .replace(/(^|\n)#{1,6} ([^\n]*)(?=([^`]*`[^`]*`)*[^`]*$)/g, '$1<h3>$2</h3>')
-        .replace(/\*\*(.*?)\*\*(?=([^`]*`[^`]*`)*[^`]*$)/g, '<strong>$1</strong>')
-        .replace(/__(.*?)__(?=([^`]*`[^`]*`)*[^`]*$)/g, '<strong>$1</strong>')
-        .replace(/\*(.*?)\*(?=([^`]*`[^`]*`)*[^`]*$)/g, '<em>$1</em>')
-        .replace(/_(.*?)_(?=([^`]*`[^`]*`)*[^`]*$)/g, '<em>$1</em>')
-        .replace(/```.*?\n([\s\S]*?)```/g, '<pre><code>$1</code></pre>')
-        .replace(/`(.*?)`/g, '<code>$1</code>')
-        .replace(/\n/gim, '<br />');
-      return html`<span dangerouslySetInnerHTML=${{ __html: md }} />`;
+      const chunks = params.text.split('```');
+
+      for (let i = 0; i < chunks.length; i++) {
+        if (i % 2 === 0) { // outside code block
+          chunks[i] = chunks[i]
+          .replace(/&/g, '&amp;')
+          .replace(/</g, '&lt;')
+          .replace(/>/g, '&gt;')
+          .replace(/(^|\n)#{1,6} ([^\n]*)(?=([^`]*`[^`]*`)*[^`]*$)/g, '$1<h3>$2</h3>')
+          .replace(/\*\*(.*?)\*\*(?=([^`]*`[^`]*`)*[^`]*$)/g, '<strong>$1</strong>')
+          .replace(/__(.*?)__(?=([^`]*`[^`]*`)*[^`]*$)/g, '<strong>$1</strong>')
+          .replace(/\*(.*?)\*(?=([^`]*`[^`]*`)*[^`]*$)/g, '<em>$1</em>')
+          .replace(/_(.*?)_(?=([^`]*`[^`]*`)*[^`]*$)/g, '<em>$1</em>')
+          .replace(/```.*?\n([\s\S]*?)```/g, '<pre><code>$1</code></pre>')
+          .replace(/`(.*?)`/g, '<code>$1</code>')
+          .replace(/\n/gim, '<br />');
+        } else { // inside code block
+          chunks[i] = `<pre><code>${chunks[i]}</code></pre>`;
+        }
+      }
+
+      const restoredText = chunks.join('');
+
+      return html`<span dangerouslySetInnerHTML=${{ __html: restoredText }} />`;
     };
 
     const ModelGenerationInfo = (params) => {
@@ -903,6 +914,7 @@
       `
     }
 
+
     // simple popover impl
     const Popover = (props) => {
       const isOpen = useSignal(false);
@@ -1054,4 +1066,3 @@
 </body>
 
 </html>
-
diff --git a/examples/server/public_simplechat/index.html b/examples/server/public_simplechat/index.html
new file mode 100644
index 000000000..1a1a34208
--- /dev/null
+++ b/examples/server/public_simplechat/index.html
@@ -0,0 +1,49 @@
+<!DOCTYPE html>
+<html lang="en">
+    <head>
+        <title>SimpleChat LlamaCppEtal </title>
+        <meta charset="UTF-8" />
+        <meta name="viewport" content="width=device-width, initial-scale=1" />
+        <meta name="message" content="Save Nature Save Earth" />
+        <meta name="description" content="SimpleChat: trigger LLM web service endpoints /chat/completions and /completions, single/multi chat sessions" />
+        <meta name="author" content="by Humans for All" />
+        <meta http-equiv="Cache-Control" content="no-cache, no-store, must-revalidate" />
+        <script src="simplechat.js" defer></script>
+        <link rel="stylesheet" href="simplechat.css" />
+    </head>
+    <body>
+        <div class="samecolumn" id="fullbody">
+
+            <div class="sameline">
+                <p class="heading flex-grow" > <b> SimpleChat </b> </p>
+                <div class="sameline">
+                    <label for="api-ep">Mode:</label>
+                    <select name="api-ep" id="api-ep">
+                    <option value="chat" selected>Chat</option>
+                    <option value="completion">Completion</option>
+                    </select>
+                </div>
+            </div>
+
+            <div id="sessions-div" class="sameline"></div>
+
+            <hr>
+            <div class="sameline">
+                <label for="system-in">System</label>
+                <input type="text" name="system" id="system-in" placeholder="e.g. you are a helpful ai assistant, who provides concise answers" class="flex-grow"/>
+            </div>
+
+            <hr>
+            <div id="chat-div">
+                <p> You need to have javascript enabled.</p>
+            </div>
+
+            <hr>
+            <div class="sameline">
+                <textarea id="user-in" class="flex-grow" rows="3" placeholder="enter your query to the ai model here" ></textarea>
+                <button id="user-btn">submit</button>
+            </div>
+
+        </div>
+    </body>
+</html>
diff --git a/examples/server/public_simplechat/readme.md b/examples/server/public_simplechat/readme.md
new file mode 100644
index 000000000..de0dfc99d
--- /dev/null
+++ b/examples/server/public_simplechat/readme.md
@@ -0,0 +1,201 @@
+
+# SimpleChat
+
+by Humans for All.
+
+
+## overview
+
+This simple web frontend, allows triggering/testing the server's /completions or /chat/completions endpoints
+in a simple way with minimal code from a common code base. Inturn additionally it tries to allow single or
+multiple independent back and forth chatting to an extent, with the ai llm model at a basic level, with their
+own system prompts.
+
+The UI follows a responsive web design so that the layout can adapt to available display space in a usable
+enough manner, in general.
+
+Allows developer/end-user to control some of the behaviour by updating gMe members from browser's devel-tool
+console.
+
+NOTE: Given that the idea is for basic minimal testing, it doesnt bother with any model context length and
+culling of old messages from the chat by default. However by enabling the sliding window chat logic, a crude
+form of old messages culling can be achieved.
+
+NOTE: It doesnt set any parameters other than temperature and max_tokens for now. However if someone wants
+they can update the js file or equivalent member in gMe as needed.
+
+
+## usage
+
+One could run this web frontend directly using server itself or if anyone is thinking of adding a built in web
+frontend to configure the server over http(s) or so, then run this web frontend using something like python's
+http module.
+
+### running using examples/server
+
+bin/server -m path/model.gguf --path ../examples/server/public_simplechat [--port PORT]
+
+### running using python3's server module
+
+first run examples/server
+* bin/server -m path/model.gguf
+
+next run this web front end in examples/server/public_simplechat
+* cd ../examples/server/public_simplechat
+* python3 -m http.server PORT
+
+### using the front end
+
+Open this simple web front end from your local browser
+
+* http://127.0.0.1:PORT/index.html
+
+Once inside
+
+* Select between chat and completion mode. By default it is set to chat mode.
+
+* In completion mode
+  * logic by default doesnt insert any role specific "ROLE: " prefix wrt each role's message.
+    If the model requires any prefix wrt user role messages, then the end user has to
+    explicitly add the needed prefix, when they enter their chat message.
+    Similarly if the model requires any prefix to trigger assistant/ai-model response,
+    then the end user needs to enter the same.
+    This keeps the logic simple, while still giving flexibility to the end user to
+    manage any templating/tagging requirement wrt their messages to the model.
+  * the logic doesnt insert newline at the begining and end wrt the prompt message generated.
+    However if the chat being sent to /completions end point has more than one role's message,
+    then insert newline when moving from one role's message to the next role's message, so
+    that it can be clearly identified/distinguished.
+  * given that /completions endpoint normally doesnt add additional chat-templating of its
+    own, the above ensures that end user can create a custom single/multi message combo with
+    any tags/special-tokens related chat templating to test out model handshake. Or enduser
+    can use it just for normal completion related/based query.
+
+* If you want to provide a system prompt, then ideally enter it first, before entering any user query.
+  Normally Completion mode doesnt need system prompt, while Chat mode can generate better/interesting
+  responses with a suitable system prompt.
+  * if chat.add_system_begin is used
+    * you cant change the system prompt, after it is has been submitted once along with user query.
+    * you cant set a system prompt, after you have submitted any user query
+  * if chat.add_system_anytime is used
+    * one can change the system prompt any time during chat, by changing the contents of system prompt.
+    * inturn the updated/changed system prompt will be inserted into the chat session.
+    * this allows for the subsequent user chatting to be driven by the new system prompt set above.
+
+* Enter your query and either press enter or click on the submit button.
+  If you want to insert enter (\n) as part of your chat/query to ai model, use shift+enter.
+
+* Wait for the logic to communicate with the server and get the response.
+  * the user is not allowed to enter any fresh query during this time.
+  * the user input box will be disabled and a working message will be shown in it.
+
+* just refresh the page, to reset wrt the chat history and or system prompt and start afresh.
+
+* Using NewChat one can start independent chat sessions.
+  * two independent chat sessions are setup by default.
+
+
+## Devel note
+
+### Reason behind this
+
+The idea is to be easy enough to use for basic purposes, while also being simple and easily discernable
+by developers who may not be from web frontend background (so inturn may not be familiar with template /
+end-use-specific-language-extensions driven flows) so that they can use it to explore/experiment things.
+
+And given that the idea is also to help explore/experiment for developers, some flexibility is provided
+to change behaviour easily using the devel-tools/console, for now. And skeletal logic has been implemented
+to explore some of the end points and ideas/implications around them.
+
+
+### General
+
+Me/gMe consolidates the settings which control the behaviour into one object.
+One can see the current settings, as well as change/update them using browsers devel-tool/console.
+
+  bCompletionFreshChatAlways - whether Completion mode collates complete/sliding-window history when
+  communicating with the server or only sends the latest user query/message.
+
+  bCompletionInsertStandardRolePrefix - whether Completion mode inserts role related prefix wrt the
+  messages that get inserted into prompt field wrt /Completion endpoint.
+
+  chatRequestOptions - maintains the list of options/fields to send along with chat request,
+  irrespective of whether /chat/completions or /completions endpoint.
+
+    If you want to add additional options/fields to send to the server/ai-model, and or
+    modify the existing options value or remove them, for now you can update this global var
+    using browser's development-tools/console.
+
+  iRecentUserMsgCnt - a simple minded SlidingWindow to limit context window load at Ai Model end.
+  This is disabled by default. However if enabled, then in addition to latest system message, only
+  the last/latest iRecentUserMsgCnt user messages after the latest system prompt and its responses
+  from the ai model will be sent to the ai-model, when querying for a new response. IE if enabled,
+  only user messages after the latest system message/prompt will be considered.
+
+    This specified sliding window user message count also includes the latest user query.
+    <0 : Send entire chat history to server
+     0 : Send only the system message if any to the server
+    >0 : Send the latest chat history from the latest system prompt, limited to specified cnt.
+
+
+By using gMe's iRecentUserMsgCnt and chatRequestOptions.max_tokens one can try to control the
+implications of loading of the ai-model's context window by chat history, wrt chat response to
+some extent in a simple crude way.
+
+
+Sometimes the browser may be stuborn with caching of the file, so your updates to html/css/js
+may not be visible. Also remember that just refreshing/reloading page in browser or for that
+matter clearing site data, dont directly override site caching in all cases. Worst case you may
+have to change port. Or in dev tools of browser, you may be able to disable caching fully.
+
+
+Concept of multiple chat sessions with different servers, as well as saving and restoring of
+those across browser usage sessions, can be woven around the SimpleChat/MultiChatUI class and
+its instances relatively easily, however given the current goal of keeping this simple, it has
+not been added, for now.
+
+
+By switching between chat.add_system_begin/anytime, one can control whether one can change
+the system prompt, anytime during the conversation or only at the beginning.
+
+
+read_json_early, is to experiment with reading json response data early on, if available,
+so that user can be shown generated data, as and when it is being generated, rather than
+at the end when full data is available.
+
+  the server flow doesnt seem to be sending back data early, atleast for request (inc options)
+  that is currently sent.
+
+  if able to read json data early on in future, as and when ai model is generating data, then
+  this helper needs to indirectly update the chat div with the recieved data, without waiting
+  for the overall data to be available.
+
+
+### Default setup
+
+By default things are setup to try and make the user experience a bit better, if possible.
+However a developer when testing the server of ai-model may want to change these value.
+
+Using iRecentUserMsgCnt reduce chat history context sent to the server/ai-model to be
+just the system-prompt, prev-user-request-and-ai-response and cur-user-request, instead of
+full chat history. This way if there is any response with garbage/repeatation, it doesnt
+mess with things beyond the next question/request/query, in some ways.
+
+Set max_tokens to 1024, so that a relatively large previous reponse doesnt eat up the space
+available wrt next query-response. However dont forget that the server when started should
+also be started with a model context size of 1k or more, to be on safe side.
+
+  The /completions endpoint of examples/server doesnt take max_tokens, instead it takes the
+  internal n_predict, for now add the same here on the client side, maybe later add max_tokens
+  to /completions endpoint handling code on server side.
+
+Frequency and presence penalty fields are set to 1.2 in the set of fields sent to server
+along with the user query. So that the model is partly set to try avoid repeating text in
+its response.
+
+A end-user can change these behaviour by editing gMe from browser's devel-tool/console.
+
+
+## At the end
+
+Also a thank you to all open source and open model developers, who strive for the common good.
diff --git a/examples/server/public_simplechat/simplechat.css b/examples/server/public_simplechat/simplechat.css
new file mode 100644
index 000000000..20c738b12
--- /dev/null
+++ b/examples/server/public_simplechat/simplechat.css
@@ -0,0 +1,68 @@
+/**
+ * the styling of the simplechat web frontend
+ * by Humans for All
+ */
+
+#fullbody {
+    height: 98vh;
+}
+
+.heading {
+    background-color: lightgray;
+}
+
+.session-selected {
+    background-color: lightblue;
+}
+
+.role-system {
+    background-color: lightblue;
+}
+.role-user {
+    background-color: lightgray;
+}
+
+.flex-grow {
+    flex-grow: 1;
+}
+.float-right {
+    float: right;
+}
+
+#chat-div {
+    overflow: scroll;
+    flex-grow: 1;
+    flex-shrink: 1;
+    min-height: 40vh;
+}
+button {
+    min-width: 8vw;
+}
+
+.sameline {
+    display: flex;
+    flex-direction: row;
+}
+.samecolumn {
+    display: flex;
+    flex-direction: column;
+}
+
+.ul1 {
+    padding-inline-start: 2vw;
+}
+.ul2 {
+    padding-inline-start: 2vw;
+}
+
+* {
+    margin: 0.6vmin;
+}
+
+@media print {
+
+    #fullbody {
+        height: auto;
+    }
+
+}
diff --git a/examples/server/public_simplechat/simplechat.js b/examples/server/public_simplechat/simplechat.js
new file mode 100644
index 000000000..0c48da879
--- /dev/null
+++ b/examples/server/public_simplechat/simplechat.js
@@ -0,0 +1,629 @@
+// @ts-check
+// A simple completions and chat/completions test related web front end logic
+// by Humans for All
+
+class Roles {
+    static System = "system";
+    static User = "user";
+    static Assistant = "assistant";
+}
+
+class ApiEP {
+    static Chat = "chat";
+    static Completion = "completion";
+}
+
+let gUsageMsg = `
+    <p class="role-system">Usage</p>
+    <ul class="ul1">
+    <li> Set system prompt above, to try control ai response charactersitic, if model supports same.</li>
+        <ul class="ul2">
+        <li> Completion mode normally wont have a system prompt.</li>
+        </ul>
+    <li> Enter your query to ai assistant below.</li>
+        <ul class="ul2">
+        <li> Completion mode doesnt insert user/role: prefix implicitly.</li>
+        <li> Use shift+enter for inserting enter/newline.</li>
+        </ul>
+    <li> Default ContextWindow = [System, Last Query+Resp, Cur Query].</li>
+        <ul class="ul2">
+        <li> experiment iRecentUserMsgCnt, max_tokens, model ctxt window to expand</li>
+        </ul>
+    </ul>
+`;
+
+/** @typedef {{role: string, content: string}[]} ChatMessages */
+
+class SimpleChat {
+
+    constructor() {
+        /**
+         * Maintain in a form suitable for common LLM web service chat/completions' messages entry
+         * @type {ChatMessages}
+         */
+        this.xchat = [];
+        this.iLastSys = -1;
+    }
+
+    clear() {
+        this.xchat = [];
+        this.iLastSys = -1;
+    }
+
+    /**
+     * Recent chat messages.
+     * If iRecentUserMsgCnt < 0
+     *   Then return the full chat history
+     * Else
+     *   Return chat messages from latest going back till the last/latest system prompt.
+     *   While keeping track that the number of user queries/messages doesnt exceed iRecentUserMsgCnt.
+     * @param {number} iRecentUserMsgCnt
+     */
+    recent_chat(iRecentUserMsgCnt) {
+        if (iRecentUserMsgCnt < 0) {
+            return this.xchat;
+        }
+        if (iRecentUserMsgCnt == 0) {
+            console.warn("WARN:SimpleChat:SC:RecentChat:iRecentUsermsgCnt of 0 means no user message/query sent");
+        }
+        /** @type{ChatMessages} */
+        let rchat = [];
+        let sysMsg = this.get_system_latest();
+        if (sysMsg.length != 0) {
+            rchat.push({role: Roles.System, content: sysMsg});
+        }
+        let iUserCnt = 0;
+        let iStart = this.xchat.length;
+        for(let i=this.xchat.length-1; i > this.iLastSys; i--) {
+            if (iUserCnt >= iRecentUserMsgCnt) {
+                break;
+            }
+            let msg = this.xchat[i];
+            if (msg.role == Roles.User) {
+                iStart = i;
+                iUserCnt += 1;
+            }
+        }
+        for(let i = iStart; i < this.xchat.length; i++) {
+            let msg = this.xchat[i];
+            if (msg.role == Roles.System) {
+                continue;
+            }
+            rchat.push({role: msg.role, content: msg.content});
+        }
+        return rchat;
+    }
+
+    /**
+     * Add an entry into xchat
+     * @param {string} role
+     * @param {string|undefined|null} content
+     */
+    add(role, content) {
+        if ((content == undefined) || (content == null) || (content == "")) {
+            return false;
+        }
+        this.xchat.push( {role: role, content: content} );
+        if (role == Roles.System) {
+            this.iLastSys = this.xchat.length - 1;
+        }
+        return true;
+    }
+
+    /**
+     * Show the contents in the specified div
+     * @param {HTMLDivElement} div
+     * @param {boolean} bClear
+     */
+    show(div, bClear=true) {
+        if (bClear) {
+            div.replaceChildren();
+        }
+        let last = undefined;
+        for(const x of this.recent_chat(gMe.iRecentUserMsgCnt)) {
+            let entry = document.createElement("p");
+            entry.className = `role-${x.role}`;
+            entry.innerText = `${x.role}: ${x.content}`;
+            div.appendChild(entry);
+            last = entry;
+        }
+        if (last !== undefined) {
+            last.scrollIntoView(false);
+        } else {
+            if (bClear) {
+                div.innerHTML = gUsageMsg;
+                gMe.show_info(div);
+            }
+        }
+    }
+
+    /**
+     * Add needed fields wrt json object to be sent wrt LLM web services completions endpoint.
+     * The needed fields/options are picked from a global object.
+     * Convert the json into string.
+     * @param {Object} obj
+     */
+    request_jsonstr(obj) {
+        for(let k in gMe.chatRequestOptions) {
+            obj[k] = gMe.chatRequestOptions[k];
+        }
+        return JSON.stringify(obj);
+    }
+
+    /**
+     * Return a string form of json object suitable for chat/completions
+     */
+    request_messages_jsonstr() {
+        let req = {
+            messages: this.recent_chat(gMe.iRecentUserMsgCnt),
+        }
+        return this.request_jsonstr(req);
+    }
+
+    /**
+     * Return a string form of json object suitable for /completions
+     * @param {boolean} bInsertStandardRolePrefix Insert "<THE_ROLE>: " as prefix wrt each role's message
+     */
+    request_prompt_jsonstr(bInsertStandardRolePrefix) {
+        let prompt = "";
+        let iCnt = 0;
+        for(const chat of this.recent_chat(gMe.iRecentUserMsgCnt)) {
+            iCnt += 1;
+            if (iCnt > 1) {
+                prompt += "\n";
+            }
+            if (bInsertStandardRolePrefix) {
+                prompt += `${chat.role}: `;
+            }
+            prompt += `${chat.content}`;
+        }
+        let req = {
+            prompt: prompt,
+        }
+        return this.request_jsonstr(req);
+    }
+
+    /**
+     * Allow setting of system prompt, but only at begining.
+     * @param {string} sysPrompt
+     * @param {string} msgTag
+     */
+    add_system_begin(sysPrompt, msgTag) {
+        if (this.xchat.length == 0) {
+            if (sysPrompt.length > 0) {
+                return this.add(Roles.System, sysPrompt);
+            }
+        } else {
+            if (sysPrompt.length > 0) {
+                if (this.xchat[0].role !== Roles.System) {
+                    console.error(`ERRR:SimpleChat:SC:${msgTag}:You need to specify system prompt before any user query, ignoring...`);
+                } else {
+                    if (this.xchat[0].content !== sysPrompt) {
+                        console.error(`ERRR:SimpleChat:SC:${msgTag}:You cant change system prompt, mid way through, ignoring...`);
+                    }
+                }
+            }
+        }
+        return false;
+    }
+
+    /**
+     * Allow setting of system prompt, at any time.
+     * @param {string} sysPrompt
+     * @param {string} msgTag
+     */
+    add_system_anytime(sysPrompt, msgTag) {
+        if (sysPrompt.length <= 0) {
+            return false;
+        }
+
+        if (this.iLastSys < 0) {
+            return this.add(Roles.System, sysPrompt);
+        }
+
+        let lastSys = this.xchat[this.iLastSys].content;
+        if (lastSys !== sysPrompt) {
+            return this.add(Roles.System, sysPrompt);
+        }
+        return false;
+    }
+
+    /**
+     * Retrieve the latest system prompt.
+     */
+    get_system_latest() {
+        if (this.iLastSys == -1) {
+            return "";
+        }
+        let sysPrompt = this.xchat[this.iLastSys].content;
+        return sysPrompt;
+    }
+
+}
+
+
+let gBaseURL = "http://127.0.0.1:8080";
+let gChatURL = {
+    'chat': `${gBaseURL}/chat/completions`,
+    'completion': `${gBaseURL}/completions`,
+}
+
+
+/**
+ * Set the class of the children, based on whether it is the idSelected or not.
+ * @param {HTMLDivElement} elBase
+ * @param {string} idSelected
+ * @param {string} classSelected
+ * @param {string} classUnSelected
+ */
+function el_children_config_class(elBase, idSelected, classSelected, classUnSelected="") {
+    for(let child of elBase.children) {
+        if (child.id == idSelected) {
+            child.className = classSelected;
+        } else {
+            child.className = classUnSelected;
+        }
+    }
+}
+
+/**
+ * Create button and set it up.
+ * @param {string} id
+ * @param {(this: HTMLButtonElement, ev: MouseEvent) => any} callback
+ * @param {string | undefined} name
+ * @param {string | undefined} innerText
+ */
+function el_create_button(id, callback, name=undefined, innerText=undefined) {
+    if (!name) {
+        name = id;
+    }
+    if (!innerText) {
+        innerText = id;
+    }
+    let btn = document.createElement("button");
+    btn.id = id;
+    btn.name = name;
+    btn.innerText = innerText;
+    btn.addEventListener("click", callback);
+    return btn;
+}
+
+
+class MultiChatUI {
+
+    constructor() {
+        /** @type {Object<string, SimpleChat>} */
+        this.simpleChats = {};
+        /** @type {string} */
+        this.curChatId = "";
+
+        // the ui elements
+        this.elInSystem = /** @type{HTMLInputElement} */(document.getElementById("system-in"));
+        this.elDivChat = /** @type{HTMLDivElement} */(document.getElementById("chat-div"));
+        this.elBtnUser = /** @type{HTMLButtonElement} */(document.getElementById("user-btn"));
+        this.elInUser = /** @type{HTMLInputElement} */(document.getElementById("user-in"));
+        this.elSelectApiEP = /** @type{HTMLSelectElement} */(document.getElementById("api-ep"));
+        this.elDivSessions = /** @type{HTMLDivElement} */(document.getElementById("sessions-div"));
+
+        this.validate_element(this.elInSystem, "system-in");
+        this.validate_element(this.elDivChat, "chat-div");
+        this.validate_element(this.elInUser, "user-in");
+        this.validate_element(this.elSelectApiEP, "api-ep");
+        this.validate_element(this.elDivChat, "sessions-div");
+    }
+
+    /**
+     * Check if the element got
+     * @param {HTMLElement | null} el
+     * @param {string} msgTag
+     */
+    validate_element(el, msgTag) {
+        if (el == null) {
+            throw Error(`ERRR:SimpleChat:MCUI:${msgTag} element missing in html...`);
+        } else {
+            console.debug(`INFO:SimpleChat:MCUI:${msgTag} Id[${el.id}] Name[${el["name"]}]`);
+        }
+    }
+
+    /**
+     * Reset user input ui.
+     * * clear user input
+     * * enable user input
+     * * set focus to user input
+     */
+    ui_reset_userinput() {
+        this.elInUser.value = "";
+        this.elInUser.disabled = false;
+        this.elInUser.focus();
+    }
+
+    /**
+     * Setup the needed callbacks wrt UI, curChatId to defaultChatId and
+     * optionally switch to specified defaultChatId.
+     * @param {string} defaultChatId
+     * @param {boolean} bSwitchSession
+     */
+    setup_ui(defaultChatId, bSwitchSession=false) {
+
+        this.curChatId = defaultChatId;
+        if (bSwitchSession) {
+            this.handle_session_switch(this.curChatId);
+        }
+
+        this.elBtnUser.addEventListener("click", (ev)=>{
+            if (this.elInUser.disabled) {
+                return;
+            }
+            this.handle_user_submit(this.curChatId, this.elSelectApiEP.value).catch((/** @type{Error} */reason)=>{
+                let msg = `ERRR:SimpleChat\nMCUI:HandleUserSubmit:${this.curChatId}\n${reason.name}:${reason.message}`;
+                console.debug(msg.replace("\n", ":"));
+                alert(msg);
+                this.ui_reset_userinput();
+            });
+        });
+
+        this.elInUser.addEventListener("keyup", (ev)=> {
+            // allow user to insert enter into their message using shift+enter.
+            // while just pressing enter key will lead to submitting.
+            if ((ev.key === "Enter") && (!ev.shiftKey)) {
+                let value = this.elInUser.value;
+                this.elInUser.value = value.substring(0,value.length-1);
+                this.elBtnUser.click();
+                ev.preventDefault();
+            }
+        });
+
+        this.elInSystem.addEventListener("keyup", (ev)=> {
+            // allow user to insert enter into the system prompt using shift+enter.
+            // while just pressing enter key will lead to setting the system prompt.
+            if ((ev.key === "Enter") && (!ev.shiftKey)) {
+                let chat = this.simpleChats[this.curChatId];
+                chat.add_system_anytime(this.elInSystem.value, this.curChatId);
+                chat.show(this.elDivChat);
+                ev.preventDefault();
+            }
+        });
+
+    }
+
+    /**
+     * Setup a new chat session and optionally switch to it.
+     * @param {string} chatId
+     * @param {boolean} bSwitchSession
+     */
+    new_chat_session(chatId, bSwitchSession=false) {
+        this.simpleChats[chatId] = new SimpleChat();
+        if (bSwitchSession) {
+            this.handle_session_switch(chatId);
+        }
+    }
+
+    /**
+     * Try read json response early, if available.
+     * @param {Response} resp
+     */
+    async read_json_early(resp) {
+        if (!resp.body) {
+            throw Error("ERRR:SimpleChat:MCUI:ReadJsonEarly:No body...");
+        }
+        let tdUtf8 = new TextDecoder("utf-8");
+        let rr = resp.body.getReader();
+        let gotBody = "";
+        while(true) {
+            let { value: cur,  done: done} = await rr.read();
+            let curBody = tdUtf8.decode(cur);
+            console.debug("DBUG:SC:PART:", curBody);
+            gotBody += curBody;
+            if (done) {
+                break;
+            }
+        }
+        return JSON.parse(gotBody);
+    }
+
+    /**
+     * Handle user query submit request, wrt specified chat session.
+     * @param {string} chatId
+     * @param {string} apiEP
+     */
+    async handle_user_submit(chatId, apiEP) {
+
+        let chat = this.simpleChats[chatId];
+
+        // In completion mode, if configured, clear any previous chat history.
+        // So if user wants to simulate a multi-chat based completion query,
+        // they will have to enter the full thing, as a suitable multiline
+        // user input/query.
+        if ((apiEP == ApiEP.Completion) && (gMe.bCompletionFreshChatAlways)) {
+            chat.clear();
+        }
+
+        chat.add_system_anytime(this.elInSystem.value, chatId);
+
+        let content = this.elInUser.value;
+        if (!chat.add(Roles.User, content)) {
+            console.debug(`WARN:SimpleChat:MCUI:${chatId}:HandleUserSubmit:Ignoring empty user input...`);
+            return;
+        }
+        chat.show(this.elDivChat);
+
+        let theBody;
+        let theUrl = gChatURL[apiEP]
+        if (apiEP == ApiEP.Chat) {
+            theBody = chat.request_messages_jsonstr();
+        } else {
+            theBody = chat.request_prompt_jsonstr(gMe.bCompletionInsertStandardRolePrefix);
+        }
+
+        this.elInUser.value = "working...";
+        this.elInUser.disabled = true;
+        console.debug(`DBUG:SimpleChat:MCUI:${chatId}:HandleUserSubmit:${theUrl}:ReqBody:${theBody}`);
+        let resp = await fetch(theUrl, {
+            method: "POST",
+            headers: {
+                "Content-Type": "application/json",
+            },
+            body: theBody,
+        });
+
+        let respBody = await resp.json();
+        //let respBody = await this.read_json_early(resp);
+        console.debug(`DBUG:SimpleChat:MCUI:${chatId}:HandleUserSubmit:RespBody:${JSON.stringify(respBody)}`);
+        let assistantMsg;
+        if (apiEP == ApiEP.Chat) {
+            assistantMsg = respBody["choices"][0]["message"]["content"];
+        } else {
+            try {
+                assistantMsg = respBody["choices"][0]["text"];
+            } catch {
+                assistantMsg = respBody["content"];
+            }
+        }
+        chat.add(Roles.Assistant, assistantMsg);
+        if (chatId == this.curChatId) {
+            chat.show(this.elDivChat);
+        } else {
+            console.debug(`DBUG:SimpleChat:MCUI:HandleUserSubmit:ChatId has changed:[${chatId}] [${this.curChatId}]`);
+        }
+        this.ui_reset_userinput();
+    }
+
+    /**
+     * Show buttons for NewChat and available chat sessions, in the passed elDiv.
+     * If elDiv is undefined/null, then use this.elDivSessions.
+     * Take care of highlighting the selected chat-session's btn.
+     * @param {HTMLDivElement | undefined} elDiv
+     */
+    show_sessions(elDiv=undefined) {
+        if (!elDiv) {
+            elDiv = this.elDivSessions;
+        }
+        elDiv.replaceChildren();
+        // Btn for creating new chat session
+        let btnNew = el_create_button("New CHAT", (ev)=> {
+            if (this.elInUser.disabled) {
+                console.error(`ERRR:SimpleChat:MCUI:NewChat:Current session [${this.curChatId}] awaiting response, ignoring request...`);
+                alert("ERRR:SimpleChat\nMCUI:NewChat\nWait for response to pending query, before starting new chat session");
+                return;
+            }
+            let chatId = `Chat${Object.keys(this.simpleChats).length}`;
+            let chatIdGot = prompt("INFO:SimpleChat\nMCUI:NewChat\nEnter id for new chat session", chatId);
+            if (!chatIdGot) {
+                console.error("ERRR:SimpleChat:MCUI:NewChat:Skipping based on user request...");
+                return;
+            }
+            this.new_chat_session(chatIdGot, true);
+            this.create_session_btn(elDiv, chatIdGot);
+            el_children_config_class(elDiv, chatIdGot, "session-selected", "");
+        });
+        elDiv.appendChild(btnNew);
+        // Btns for existing chat sessions
+        let chatIds = Object.keys(this.simpleChats);
+        for(let cid of chatIds) {
+            let btn = this.create_session_btn(elDiv, cid);
+            if (cid == this.curChatId) {
+                btn.className = "session-selected";
+            }
+        }
+    }
+
+    create_session_btn(elDiv, cid) {
+        let btn = el_create_button(cid, (ev)=>{
+            let target = /** @type{HTMLButtonElement} */(ev.target);
+            console.debug(`DBUG:SimpleChat:MCUI:SessionClick:${target.id}`);
+            if (this.elInUser.disabled) {
+                console.error(`ERRR:SimpleChat:MCUI:SessionClick:${target.id}:Current session [${this.curChatId}] awaiting response, ignoring switch...`);
+                alert("ERRR:SimpleChat\nMCUI:SessionClick\nWait for response to pending query, before switching");
+                return;
+            }
+            this.handle_session_switch(target.id);
+            el_children_config_class(elDiv, target.id, "session-selected", "");
+        });
+        elDiv.appendChild(btn);
+        return btn;
+    }
+
+    /**
+     * Switch ui to the specified chatId and set curChatId to same.
+     * @param {string} chatId
+     */
+    async handle_session_switch(chatId) {
+        let chat = this.simpleChats[chatId];
+        if (chat == undefined) {
+            console.error(`ERRR:SimpleChat:MCUI:HandleSessionSwitch:${chatId} missing...`);
+            return;
+        }
+        this.elInSystem.value = chat.get_system_latest();
+        this.elInUser.value = "";
+        chat.show(this.elDivChat);
+        this.elInUser.focus();
+        this.curChatId = chatId;
+        console.log(`INFO:SimpleChat:MCUI:HandleSessionSwitch:${chatId} entered...`);
+    }
+
+}
+
+
+class Me {
+
+    constructor() {
+        this.defaultChatIds = [ "Default", "Other" ];
+        this.multiChat = new MultiChatUI();
+        this.bCompletionFreshChatAlways = true;
+        this.bCompletionInsertStandardRolePrefix = false;
+        this.iRecentUserMsgCnt = 2;
+        // Add needed fields wrt json object to be sent wrt LLM web services completions endpoint.
+        this.chatRequestOptions = {
+            "temperature": 0.7,
+            "max_tokens": 1024,
+            "frequency_penalty": 1.2,
+            "presence_penalty": 1.2,
+            "n_predict": 1024
+        };
+    }
+
+    /**
+     * @param {HTMLDivElement} elDiv
+     */
+    show_info(elDiv) {
+
+        var p = document.createElement("p");
+        p.innerText = "Settings (devel-tools-console gMe)";
+        p.className = "role-system";
+        elDiv.appendChild(p);
+
+        var p = document.createElement("p");
+        p.innerText = `bCompletionFreshChatAlways:${this.bCompletionFreshChatAlways}`;
+        elDiv.appendChild(p);
+
+        p = document.createElement("p");
+        p.innerText = `bCompletionInsertStandardRolePrefix:${this.bCompletionInsertStandardRolePrefix}`;
+        elDiv.appendChild(p);
+
+        p = document.createElement("p");
+        p.innerText = `iRecentUserMsgCnt:${this.iRecentUserMsgCnt}`;
+        elDiv.appendChild(p);
+
+        p = document.createElement("p");
+        p.innerText = `chatRequestOptions:${JSON.stringify(this.chatRequestOptions)}`;
+        elDiv.appendChild(p);
+
+    }
+
+}
+
+
+/** @type {Me} */
+let gMe;
+
+function startme() {
+    console.log("INFO:SimpleChat:StartMe:Starting...");
+    gMe = new Me();
+    for (let cid of gMe.defaultChatIds) {
+        gMe.multiChat.new_chat_session(cid);
+    }
+    gMe.multiChat.setup_ui(gMe.defaultChatIds[0], true);
+    gMe.multiChat.show_sessions();
+}
+
+document.addEventListener("DOMContentLoaded", startme);
diff --git a/examples/server/server.cpp b/examples/server/server.cpp
index 6b3d597bf..a0c37577a 100644
--- a/examples/server/server.cpp
+++ b/examples/server/server.cpp
@@ -102,7 +102,6 @@ struct slot_params {
     bool stream       = true;
     bool cache_prompt = false; // remember the prompt to avoid reprocessing all prompt
 
-    uint32_t seed      = -1; // RNG seed
     int32_t  n_keep    =  0; // number of tokens to keep from initial prompt
     int32_t  n_discard =  0; // number of tokens after n_keep that may be discarded when shifting context, 0 defaults to half
     int32_t  n_predict = -1; // new tokens to predict
@@ -651,9 +650,6 @@ struct server_context {
     std::string              system_prompt;
     std::vector<llama_token> system_tokens;
 
-    std::string name_user;      // this should be the antiprompt
-    std::string name_assistant;
-
     // slots / clients
     std::vector<server_slot> slots;
     json default_generation_settings_for_props;
@@ -673,6 +669,15 @@ struct server_context {
             llama_free_model(model);
             model = nullptr;
         }
+
+        // Clear any sampling context
+        for (server_slot & slot : slots) {
+            if (slot.ctx_sampling != nullptr) {
+                llama_sampling_free(slot.ctx_sampling);
+            }
+        }
+
+        llama_batch_free(batch);
     }
 
     bool load_model(const gpt_params & params_) {
@@ -1014,7 +1019,7 @@ struct server_context {
                         sampler_names.emplace_back(sampler_name);
                     }
                 }
-                slot.sparams.samplers_sequence = sampler_types_from_names(sampler_names, false);
+                slot.sparams.samplers_sequence = llama_sampling_types_from_names(sampler_names, false);
             } else {
                 slot.sparams.samplers_sequence = default_sparams.samplers_sequence;
             }
@@ -1098,15 +1103,11 @@ struct server_context {
         system_need_update = false;
     }
 
-    void system_prompt_set(const json & sys_props) {
-        system_prompt  = sys_props.value("prompt", "");
-        name_user      = sys_props.value("anti_prompt", "");
-        name_assistant = sys_props.value("assistant_name", "");
+    bool system_prompt_set(const std::string & sys_prompt) {
+        system_prompt = sys_prompt;
 
         LOG_VERBOSE("system prompt process", {
             {"system_prompt",  system_prompt},
-            {"name_user",      name_user},
-            {"name_assistant", name_assistant},
         });
 
         // release all slots
@@ -1115,6 +1116,7 @@ struct server_context {
         }
 
         system_need_update = true;
+        return true;
     }
 
     bool process_token(completion_token_output & result, server_slot & slot) {
@@ -1254,14 +1256,14 @@ struct server_context {
         std::vector<std::string> samplers_sequence;
         samplers_sequence.reserve(slot.sparams.samplers_sequence.size());
         for (const auto & sampler_type : slot.sparams.samplers_sequence) {
-            samplers_sequence.emplace_back(sampler_type_to_name_string(sampler_type));
+            samplers_sequence.emplace_back(llama_sampling_type_to_str(sampler_type));
         }
 
         return json {
             {"n_ctx",                     slot.n_ctx},
             {"n_predict",                 slot.n_predict},
             {"model",                     params.model_alias},
-            {"seed",                      slot.params.seed},
+            {"seed",                      slot.sparams.seed},
             {"temperature",               slot.sparams.temp},
             {"dynatemp_range",            slot.sparams.dynatemp_range},
             {"dynatemp_exponent",         slot.sparams.dynatemp_exponent},
@@ -1534,7 +1536,8 @@ struct server_context {
                     }
 
                     if (task.data.contains("system_prompt")) {
-                        system_prompt_set(task.data.at("system_prompt"));
+                        std::string sys_prompt = json_value(task.data, "system_prompt", std::string());
+                        system_prompt_set(sys_prompt);
 
                         for (server_slot & slot : slots) {
                             slot.n_past    = 0;
@@ -1978,8 +1981,7 @@ struct server_context {
                                 slot.state = SLOT_STATE_PROCESSING;
                                 slot.command = SLOT_COMMAND_NONE;
                                 slot.release();
-                                slot.print_timings();
-                                send_final_response(slot);
+                                send_error(slot, "input is too large to process. increase the physical batch size", ERROR_TYPE_SERVER);
                                 continue;
                             }
                         } else {
@@ -2270,10 +2272,10 @@ struct server_context {
 
                 const size_t n_probs = std::min(cur_p.size, (size_t) slot.sparams.n_probs);
                 if (n_probs > 0) {
-                    const size_t n_considered = slot.ctx_sampling->n_considered;
+                    const size_t n_valid = slot.ctx_sampling->n_valid;
 
                     // Make sure at least n_probs top tokens are at the front of the vector:
-                    if (slot.sparams.temp == 0.0f && n_probs > n_considered) {
+                    if (slot.sparams.temp == 0.0f && n_probs > n_valid) {
                         llama_sample_top_k(ctx, &cur_p, n_probs, 0);
                     }
 
@@ -2289,7 +2291,7 @@ struct server_context {
                         for (size_t i = 0; i < n_probs; ++i) {
                             result.probs.push_back({
                                 cur_p.data[i].id,
-                                i >= n_considered ? 0.0f : cur_p.data[i].p // Tokens filtered out due to e.g. top_k have 0 probability.
+                                i >= n_valid ? 0.0f : cur_p.data[i].p // Tokens filtered out due to e.g. top_k have 0 probability.
                             });
                         }
                     }
@@ -2383,6 +2385,7 @@ static void server_print_usage(const char * argv0, const gpt_params & params, co
     printf("  --lora-base FNAME         optional model to use as a base for the layers modified by the LoRA adapter\n");
     printf("  --host                    ip address to listen (default  (default: %s)\n", sparams.hostname.c_str());
     printf("  --port PORT               port to listen (default  (default: %d)\n", sparams.port);
+    printf("  --rpc SERVERS             comma separated list of RPC servers\n");
     printf("  --path PUBLIC_PATH        path from which to serve static files (default: disabled)\n");
     printf("  --api-key API_KEY         optional api key to enhance server security. If set, requests must include this key for access.\n");
     printf("  --api-key-file FNAME      path to file containing api keys delimited by new lines. If set, requests must include one of the keys for access.\n");
@@ -2435,6 +2438,12 @@ static void server_params_parse(int argc, char ** argv, server_params & sparams,
                 break;
             }
             sparams.port = std::stoi(argv[i]);
+        } else if (arg == "--rpc") {
+            if (++i >= argc) {
+                invalid_param = true;
+                break;
+            }
+            params.rpc_servers = argv[i];
         } else if (arg == "--host") {
             if (++i >= argc) {
                 invalid_param = true;
@@ -2843,7 +2852,7 @@ static void server_params_parse(int argc, char ** argv, server_params & sparams,
                 invalid_param = true;
                 break;
             }
-            if (!parse_kv_override(argv[i], params.kv_overrides)) {
+            if (!string_parse_kv_override(argv[i], params.kv_overrides)) {
                 fprintf(stderr, "error: Invalid type for KV override: %s\n", argv[i]);
                 invalid_param = true;
                 break;
@@ -2918,7 +2927,7 @@ int main(int argc, char ** argv) {
     server_params_parse(argc, argv, sparams, params);
 
     if (!sparams.system_prompt.empty()) {
-        ctx_server.system_prompt_set(json::parse(sparams.system_prompt));
+        ctx_server.system_prompt_set(sparams.system_prompt);
     }
 
     if (params.model_alias == "unknown") {
@@ -3308,7 +3317,7 @@ int main(int argc, char ** argv) {
     const auto handle_slots_save = [&ctx_server, &res_error, &sparams](const httplib::Request & req, httplib::Response & res, int id_slot) {
         json request_data = json::parse(req.body);
         std::string filename = request_data.at("filename");
-        if (!validate_file_name(filename)) {
+        if (!fs_validate_filename(filename)) {
             res_error(res, format_error_response("Invalid filename", ERROR_TYPE_INVALID_REQUEST));
             return;
         }
@@ -3338,7 +3347,7 @@ int main(int argc, char ** argv) {
     const auto handle_slots_restore = [&ctx_server, &res_error, &sparams](const httplib::Request & req, httplib::Response & res, int id_slot) {
         json request_data = json::parse(req.body);
         std::string filename = request_data.at("filename");
-        if (!validate_file_name(filename)) {
+        if (!fs_validate_filename(filename)) {
             res_error(res, format_error_response("Invalid filename", ERROR_TYPE_INVALID_REQUEST));
             return;
         }
@@ -3414,8 +3423,7 @@ int main(int argc, char ** argv) {
     const auto handle_props = [&ctx_server](const httplib::Request & req, httplib::Response & res) {
         res.set_header("Access-Control-Allow-Origin", req.get_header_value("Origin"));
         json data = {
-            { "user_name",                   ctx_server.name_user.c_str() },
-            { "assistant_name",              ctx_server.name_assistant.c_str() },
+            { "system_prompt",               ctx_server.system_prompt.c_str() },
             { "default_generation_settings", ctx_server.default_generation_settings_for_props },
             { "total_slots",                 ctx_server.params.n_parallel }
         };
diff --git a/examples/server/tests/features/results.feature b/examples/server/tests/features/results.feature
index aa0b8d0c6..e8e1b5414 100644
--- a/examples/server/tests/features/results.feature
+++ b/examples/server/tests/features/results.feature
@@ -13,6 +13,7 @@ Feature: Results
 
   Scenario Outline: consistent results with same seed
     Given <n_slots> slots
+    And   1.0 temperature
     Then  the server is starting
     Then  the server is healthy
 
@@ -26,10 +27,12 @@ Feature: Results
     Examples:
       | n_slots |
       | 1       |
-      | 2       |
+      # FIXME: unified KV cache nondeterminism
+      # | 2       |
 
   Scenario Outline: different results with different seed
     Given <n_slots> slots
+    And   1.0 temperature
     Then  the server is starting
     Then  the server is healthy
 
@@ -70,12 +73,46 @@ Feature: Results
     Then all predictions are equal
     Examples:
       | n_parallel | temp |
-      |  1         | 0.0  |
-      |  2         | 0.0  |
-      |  4         | 0.0  |
-      |  1         | 1.0  |
-      # FIXME: These tests fail on master. The problem seems to be the unified KV cache.
+      | 1          | 0.0  |
+      | 1          | 1.0  |
+      # FIXME: unified KV cache nondeterminism
       # See https://github.com/ggerganov/whisper.cpp/issues/1941#issuecomment-1986923227
-      # and https://github.com/ggerganov/llama.cpp/pull/6122#discussion_r1531405574 .
-      # |  2         | 1.0  |
-      # |  4         | 1.0  |
+      # and https://github.com/ggerganov/llama.cpp/pull/6122#discussion_r1531405574
+      # and https://github.com/ggerganov/llama.cpp/pull/7347 .
+      # | 2          | 0.0  |
+      # | 4          | 0.0  |
+      # | 2          | 1.0  |
+      # | 4          | 1.0  |
+
+  Scenario Outline: consistent token probs with same seed and prompt
+    Given <n_slots> slots
+    And   <n_kv> KV cache size
+    And   1.0 temperature
+    And   <n_predict> max tokens to predict
+    Then  the server is starting
+    Then  the server is healthy
+
+    Given 1 prompts "The meaning of life is" with seed 42
+    And   concurrent completion requests
+    # Then the server is busy # Not all slots will be utilized.
+    Then  the server is idle
+    And   all slots are idle
+
+    Given <n_parallel> prompts "The meaning of life is" with seed 42
+    And   concurrent completion requests
+    # Then the server is busy # Not all slots will be utilized.
+    Then the server is idle
+    And  all slots are idle
+
+    Then all token probabilities are equal
+    Examples:
+      | n_slots | n_kv | n_predict | n_parallel |
+      | 4       | 1024 | 1         | 1          |
+      # FIXME: unified KV cache nondeterminism
+      # See https://github.com/ggerganov/whisper.cpp/issues/1941#issuecomment-1986923227
+      # and https://github.com/ggerganov/llama.cpp/pull/6122#discussion_r1531405574
+      # and https://github.com/ggerganov/llama.cpp/pull/7347 .
+      # | 4       | 1024 | 1         | 4          |
+      # | 4       | 1024 | 100       | 1          |
+      # This test still fails even the above patches; the first token probabilities are already different.
+      # | 4       | 1024 | 100       | 4          |
diff --git a/examples/server/tests/features/steps/steps.py b/examples/server/tests/features/steps/steps.py
index 0882a5d36..26d9359d7 100644
--- a/examples/server/tests/features/steps/steps.py
+++ b/examples/server/tests/features/steps/steps.py
@@ -23,6 +23,7 @@ from prometheus_client import parser
 def step_server_config(context, server_fqdn, server_port):
     context.server_fqdn = server_fqdn
     context.server_port = int(server_port)
+    context.n_threads = None
     context.n_gpu_layer = None
     if 'PORT' in os.environ:
         context.server_port = int(os.environ['PORT'])
@@ -109,6 +110,11 @@ def step_n_gpu_layer(context, ngl):
     context.n_gpu_layer = ngl
 
 
+@step('{n_threads:d} threads')
+def step_n_threads(context, n_threads):
+    context.n_thread = n_threads
+
+
 @step('{draft:d} as draft')
 def step_draft(context, draft):
     context.draft = draft
@@ -193,7 +199,7 @@ async def step_wait_for_the_server_to_be_started(context, expecting_status):
 
         case 'ready' | 'idle':
             await wait_for_health_status(context, context.base_url, 200, 'ok',
-                                         timeout=10,
+                                         timeout=30,
                                          params={'fail_on_no_slot': 0, 'include_slots': 0},
                                          slots_idle=context.n_slots,
                                          slots_processing=0,
@@ -274,13 +280,22 @@ async def step_predictions_equal(context):
 
 @step('all predictions are different')
 @async_run_until_complete
-async def step_predictions_equal(context):
+async def step_predictions_different(context):
     n_completions = await gather_tasks_results(context)
     assert n_completions >= 2, "need at least 2 completions"
     assert_all_predictions_different(context.tasks_result)
     context.tasks_result = []
 
 
+@step('all token probabilities are equal')
+@async_run_until_complete
+async def step_token_probabilities_equal(context):
+    n_completions = await gather_tasks_results(context)
+    assert n_completions >= 2, "need at least 2 completions"
+    assert_all_token_probabilities_equal(context.tasks_result)
+    context.tasks_result = []
+
+
 @step('the completion is  truncated')
 def step_assert_completion_truncated(context):
     step_assert_completion_truncated(context, '')
@@ -868,7 +883,8 @@ async def request_completion(prompt,
                                     "cache_prompt": cache_prompt,
                                     "id_slot": id_slot,
                                     "seed": seed if seed is not None else 42,
-                                    "temperature": temperature if temperature is not None else "0.8f",
+                                    "temperature": temperature if temperature is not None else 0.8,
+                                    "n_probs": 2,
                                 },
                                 headers=headers,
                                 timeout=3600) as response:
@@ -887,6 +903,7 @@ async def oai_chat_completions(user_prompt,
                                base_path,
                                async_client,
                                debug=False,
+                               temperature=None,
                                model=None,
                                n_predict=None,
                                enable_streaming=None,
@@ -913,7 +930,8 @@ async def oai_chat_completions(user_prompt,
         "model": model,
         "max_tokens": n_predict,
         "stream": enable_streaming,
-        "seed": seed
+        "temperature": temperature if temperature is not None else 0.0,
+        "seed": seed,
     }
     if response_format is not None:
         payload['response_format'] = response_format
@@ -939,7 +957,7 @@ async def oai_chat_completions(user_prompt,
                     while event_received:
                         event_received = False
                         async for line_in_bytes in response.content:
-                            line = line_in_bytes.decode('utf8')
+                            line = line_in_bytes.decode('utf-8')
                             line = line.rstrip('\n').rstrip('\r')
                             if line == '':
                                 continue
@@ -978,7 +996,8 @@ async def oai_chat_completions(user_prompt,
                 max_tokens=n_predict,
                 stream=enable_streaming,
                 response_format=payload.get('response_format'),
-                seed=seed
+                seed=seed,
+                temperature=payload['temperature']
             )
         except openai.error.AuthenticationError as e:
             if expect_api_error is not None and expect_api_error:
@@ -1120,6 +1139,23 @@ def assert_all_predictions_different(completion_responses):
         assert content_i != content_j, "contents not different"
 
 
+def assert_all_token_probabilities_equal(completion_responses):
+    n_predict = len(completion_responses[0]['completion_probabilities'])
+    if 'DEBUG' in os.environ and os.environ['DEBUG'] == 'ON':
+        for pos in range(n_predict):
+            for i, response_i in enumerate(completion_responses):
+                probs_i = response_i['completion_probabilities'][pos]['probs']
+                print(f"pos {pos}, probs {i}: {probs_i}")
+    for pos in range(n_predict):
+        for i, response_i in enumerate(completion_responses):
+            probs_i = response_i['completion_probabilities'][pos]['probs']
+            for j, response_j in enumerate(completion_responses):
+                if i == j:
+                    continue
+                probs_j = response_j['completion_probabilities'][pos]['probs']
+            assert probs_i == probs_j, "contents not equal"
+
+
 async def gather_tasks_results(context):
     n_tasks = len(context.concurrent_tasks)
     if context.debug:
@@ -1258,6 +1294,8 @@ def start_server_background(context):
         server_args.extend(['--batch-size', context.n_batch])
     if context.n_ubatch:
         server_args.extend(['--ubatch-size', context.n_ubatch])
+    if context.n_threads:
+        server_args.extend(['--threads', context.threads])
     if context.n_gpu_layer:
         server_args.extend(['--n-gpu-layers', context.n_gpu_layer])
     if context.draft is not None:
diff --git a/examples/server/utils.hpp b/examples/server/utils.hpp
index d872b63f5..d8a2286e4 100644
--- a/examples/server/utils.hpp
+++ b/examples/server/utils.hpp
@@ -371,7 +371,7 @@ static json oaicompat_completion_params_parse(
     llama_params["presence_penalty"]  = json_value(body,   "presence_penalty",  0.0);
     llama_params["seed"]              = json_value(body,   "seed",              LLAMA_DEFAULT_SEED);
     llama_params["stream"]            = json_value(body,   "stream",            false);
-    llama_params["temperature"]       = json_value(body,   "temperature",       0.0);
+    llama_params["temperature"]       = json_value(body,   "temperature",       1.0);
     llama_params["top_p"]             = json_value(body,   "top_p",             1.0);
 
     // Apply chat template to the list of messages
diff --git a/examples/sycl/win-build-sycl.bat b/examples/sycl/win-build-sycl.bat
index 1b0dc41ba..b8037aae8 100644
--- a/examples/sycl/win-build-sycl.bat
+++ b/examples/sycl/win-build-sycl.bat
@@ -13,10 +13,10 @@ if %errorlevel% neq 0 goto ERROR
 
 ::  for FP16
 ::  faster for long-prompt inference
-::  cmake -G "MinGW Makefiles" ..  -DLLAMA_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icx  -DCMAKE_BUILD_TYPE=Release -DLLAMA_SYCL_F16=ON
+::  cmake -G "MinGW Makefiles" ..  -DLLAMA_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icx -DBUILD_SHARED_LIBS=ON -DCMAKE_BUILD_TYPE=Release -DLLAMA_SYCL_F16=ON
 
 ::  for FP32
-cmake -G "MinGW Makefiles" ..  -DLLAMA_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icx  -DCMAKE_BUILD_TYPE=Release
+cmake -G "MinGW Makefiles" ..  -DLLAMA_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icx -DBUILD_SHARED_LIBS=ON -DCMAKE_BUILD_TYPE=Release
 if %errorlevel% neq 0 goto ERROR
 ::  build example/main only
 ::  make main
diff --git a/examples/tokenize/tokenize.cpp b/examples/tokenize/tokenize.cpp
index 8b1baea80..54c9834af 100644
--- a/examples/tokenize/tokenize.cpp
+++ b/examples/tokenize/tokenize.cpp
@@ -3,40 +3,390 @@
 
 #include <cmath>
 #include <cstdio>
+#include <fstream>
 #include <string>
 #include <vector>
 
-int main(int argc, char ** argv) {
-    if (argc < 3 || argv[1][0] == '-') {
-        printf("usage: %s MODEL_PATH PROMPT [--ids]\n" , argv[0]);
+#if defined(_WIN32)
+#define WIN32_LEAN_AND_MEAN
+#include <windows.h>
+#include <shellapi.h>   // For CommandLineToArgvW
+#endif
+
+static void print_usage_information(const char * argv0, FILE * stream) {
+    fprintf(stream, "usage: %s [options]\n\n", argv0);
+    fprintf(stream, "The tokenize program tokenizes a prompt using a given model,\n");
+    fprintf(stream, "and prints the resulting tokens to standard output.\n\n");
+    fprintf(stream, "It needs a model file, a prompt, and optionally other flags\n");
+    fprintf(stream, "to control the behavior of the tokenizer.\n\n");
+    fprintf(stream, "    The possible options are:\n");
+    fprintf(stream, "\n");
+    fprintf(stream, "    -h, --help                           print this help and exit\n");
+    fprintf(stream, "    -m MODEL_PATH, --model MODEL_PATH    path to model.\n");
+    fprintf(stream, "    --ids                                if given, only print numerical token IDs, and not token strings.\n");
+    fprintf(stream, "                                         The output format looks like [1, 2, 3], i.e. parseable by Python.\n");
+    fprintf(stream, "    -f PROMPT_FNAME, --file PROMPT_FNAME read prompt from a file.\n");
+    fprintf(stream, "    -p PROMPT, --prompt PROMPT           read prompt from the argument.\n");
+    fprintf(stream, "    --stdin                              read prompt from standard input.\n");
+    fprintf(stream, "    --no-bos                             do not ever add a BOS token to the prompt, even if normally the model uses a BOS token.\n");
+    fprintf(stream, "    --log-disable                        disable logs. Makes stderr quiet when loading the model.\n");
+}
+
+static void llama_log_callback_null(ggml_log_level level, const char * text, void * user_data) {
+    (void) level;
+    (void) text;
+    (void) user_data;
+}
+
+static std::string read_prompt_from_file(const char * filepath, bool & success) {
+    success = false;
+
+    std::ifstream in(filepath, std::ios::binary);
+    if (!in) {
+        fprintf(stderr, "%s: could not open file '%s' for reading: %s\n", __func__, filepath, strerror(errno));
+        return std::string();
+    }
+    // do not assume the file is seekable (e.g. /dev/stdin)
+    std::stringstream buffer;
+    buffer << in.rdbuf();
+    if (in.fail()) {
+        fprintf(stderr, "%s: could not read the entire file '%s': %s\n", __func__, filepath, strerror(errno));
+        return std::string();
+    }
+
+    success = true;
+    return buffer.str();
+}
+
+//
+// Function: ingest_args(...) -> vector<string>
+//
+//  Takes argc and argv arguments, and converts them to a vector of UTF-8 encoded
+//  strings, as an STL vector<string>.
+//
+//  In particular, it handles character encoding shenanigans on Windows.
+//
+// Note: raw_argc and raw_argv are not actually read at all on Windows.
+//       On Windows we call GetCommandLineW to get the arguments in wchar_t
+//       format, ignoring the regular argc/argv arguments to main().
+//
+// TODO: potential opportunity to roll common stuff into common/console.cpp
+//       in relation to Windows wchar_t shenanigans.
+static std::vector<std::string> ingest_args(int raw_argc, char ** raw_argv) {
+    std::vector<std::string> argv;
+
+    // Handle Windows, if given non-ASCII arguments.
+    // We convert wchar_t arguments into UTF-8 char* on this platform.
+    // Lets you invoke 'tokenize' on Windows cmd.exe with non-ASCII characters
+    // without throwing tantrums.
+#if defined(_WIN32)
+    int argc;
+    const LPWSTR cmdline_wargv = GetCommandLineW();
+    LPWSTR * wargv = CommandLineToArgvW(cmdline_wargv, &argc);
+
+    // silence unused arg warnings
+    (void) raw_argc;
+    (void) raw_argv;
+
+    for (int i = 0; i < argc; ++i) {
+        int length_needed = WideCharToMultiByte(CP_UTF8, 0, wargv[i], wcslen(wargv[i]), 0, 0, NULL, NULL);
+        char * output_buf = (char *) calloc(length_needed+1, sizeof(char));
+        GGML_ASSERT(output_buf);
+
+        WideCharToMultiByte(CP_UTF8, 0, wargv[i], wcslen(wargv[i]), output_buf, length_needed, NULL, NULL);
+        output_buf[length_needed] = '\0';
+
+        argv.push_back(output_buf);
+        free(output_buf);
+    }
+
+    LocalFree((HLOCAL) wargv);
+#else
+    int argc = raw_argc;
+    for (int i = 0; i < argc; ++i) {
+        argv.push_back(raw_argv[i]);
+    }
+#endif
+
+    GGML_ASSERT((unsigned int) argc == argv.size());
+
+    return argv;
+}
+
+//
+// Function: write_utf8_cstr_to_stdout(const char *) -> <writes to stdout>
+//
+// writes a string to standard output; taking into account that on Windows
+// to display correctly you have to use special handling. Works even if the
+// user has not set a unicode code page on a Windows cmd.exe.
+//
+// In case of invalid UTF-8, invalid_utf8 is set to true on Windows, and something
+// a human-readable is written instead.
+//
+// On non-Windows systems, simply printfs() the string.
+static void write_utf8_cstr_to_stdout(const char * str, bool & invalid_utf8) {
+        invalid_utf8 = false;
+
+#if defined(_WIN32)
+        // Are we in a console?
+        HANDLE hConsole = GetStdHandle(STD_OUTPUT_HANDLE);
+        DWORD dwMode = 0;
+
+        // According to Microsoft docs:
+        // "WriteConsole fails if it is used with a standard handle that is redirected to a file."
+        // Also according to the docs, you can use GetConsoleMode to check for that.
+        if (hConsole == INVALID_HANDLE_VALUE || !GetConsoleMode(hConsole, &dwMode)) {
+            printf("%s", str);
+            return;
+        }
+
+        // MultiByteToWideChar reports an error if str is empty, don't report
+        // them as invalid_utf8.
+        if (*str == 0) {
+            return;
+        }
+        int length_needed = MultiByteToWideChar(CP_UTF8, MB_ERR_INVALID_CHARS, str, strlen(str), NULL, 0);
+        if (length_needed == 0) {
+            DWORD err = GetLastError();
+            if (err == ERROR_NO_UNICODE_TRANSLATION) {
+                invalid_utf8 = true;
+                int len = strlen(str);
+                printf("<");
+                for (int i = 0; i < len; ++i) {
+                    if (i > 0) {
+                        printf(" ");
+                    }
+                    printf("%02x", (uint8_t) str[i]);
+                }
+                printf(">");
+                return;
+            }
+            GGML_ASSERT(false && "MultiByteToWideChar() failed in an unexpected way.");
+        }
+
+        LPWSTR wstr = (LPWSTR) calloc(length_needed+1, sizeof(*wstr));
+        GGML_ASSERT(wstr);
+
+        MultiByteToWideChar(CP_UTF8, 0, str, strlen(str), wstr, length_needed);
+        WriteConsoleW(hConsole, wstr, length_needed, NULL, NULL);
+
+        free(wstr);
+#else
+        // TODO: reporting invalid_utf8 would be useful on non-Windows too.
+        // printf will silently just write bad unicode.
+        printf("%s", str);
+#endif
+}
+
+int main(int raw_argc, char ** raw_argv) {
+    const std::vector<std::string> argv = ingest_args(raw_argc, raw_argv);
+    const int argc = argv.size();
+
+    if (argc <= 1) {
+        print_usage_information(argv[0].c_str(), stderr);
         return 1;
     }
 
-    const char * model_path = argv[1];
-    const char * prompt     = argv[2];
+    //////
+    // Read out all the command line arguments.
+    //////
 
-    const bool printing_ids = argc > 3 && std::string(argv[3]) == "--ids";
+    // variables where to put any arguments we see.
+    bool printing_ids = false;
+    bool no_bos = false;
+    bool disable_logging = false;
+    const char * model_path = NULL;
+    const char * prompt_path = NULL;
+    const char * prompt_arg = NULL;
+
+    // track which arguments were explicitly given
+    // used for sanity checking down the line
+    bool model_path_set = false;
+    bool prompt_path_set = false;
+    bool prompt_set = false;
+    bool stdin_set = false;
+
+    int iarg = 1;
+    for (; iarg < argc; ++iarg) {
+        std::string arg{argv[iarg]};
+        if (arg == "-h" || arg == "--help") {
+            print_usage_information(argv[0].c_str(), stdout);
+            return 0;
+        }
+        else if (arg == "--ids") {
+            printing_ids = true;
+        }
+        else if (arg == "-m" || arg == "--model") {
+            if (model_path_set) {
+                fprintf(stderr, "Error: -m or --model specified multiple times.\n");
+                return 1;
+            }
+            model_path = argv[++iarg].c_str();
+            model_path_set = true;
+        }
+        else if (arg == "--no-bos") {
+            no_bos = true;
+        }
+        else if (arg == "-p" || arg == "--prompt") {
+            if (prompt_set) {
+                fprintf(stderr, "Error: -p or --prompt specified multiple times.\n");
+                return 1;
+            }
+            prompt_arg = argv[++iarg].c_str();
+            prompt_set = true;
+        }
+        else if (arg == "-f" || arg == "--file") {
+            if (prompt_path_set) {
+                fprintf(stderr, "Error: -f or --file specified multiple times.\n");
+                return 1;
+            }
+            prompt_path = argv[++iarg].c_str();
+            prompt_path_set = true;
+        }
+        else if (arg == "--stdin") {
+            stdin_set = true;
+        }
+        else if (arg == "--log-disable") {
+            disable_logging = true;
+        }
+        else {
+            fprintf(stderr, "Error: unknown option '%s'\n", argv[iarg].c_str());
+            return 1;
+        }
+    }
+
+    //////
+    // Sanity check the command line arguments.
+    //////
+
+    // Check that we have the required stuff set.
+    if (model_path_set && model_path == NULL) {
+        fprintf(stderr, "Error: --model requires an argument.\n");
+        return 1;
+    }
+    if (!model_path_set) {
+        fprintf(stderr, "Error: must specify --model.\n");
+        return 1;
+    }
+    if (prompt_path_set && prompt_path == NULL) {
+        fprintf(stderr, "Error: --file requires an argument.\n");
+        return 1;
+    }
+    if (prompt_set && prompt_arg == NULL) {
+        fprintf(stderr, "Error: --prompt requires an argument.\n");
+        return 1;
+    }
+    const int prompts_set = !!(prompt_path_set) + !!(prompt_set) + !!(stdin_set);
+    if (prompts_set > 1) {
+        fprintf(stderr, "Error: --stdin, --file and --prompt are mutually exclusive.\n");
+        return 1;
+    }
+    // Must have some prompt.
+    if (prompts_set == 0) {
+        fprintf(stderr, "Error: must specify one of: --stdin, --file or --prompt.\n");
+        return 1;
+    }
+
+    GGML_ASSERT(model_path);
+    GGML_ASSERT(prompt_path || prompt_arg || stdin_set);
+
+    //////
+    // Figure out where will the prompt come from.
+    //////
+
+    std::string prompt;
+    if (prompt_path_set) {
+        bool success = false;
+        prompt = read_prompt_from_file(prompt_path, success);
+        if (!success) {
+            return 1;
+        }
+    } else if (prompt_set) {
+        prompt = prompt_arg;
+    } else {
+        GGML_ASSERT(stdin_set);
+        // we read stdin *after* loading model (early exit if model cannot
+        // be loaded, which can be a nicer user experience)
+    }
+
+    //////
+    // Start actually doing the tokenizing stuff.
+    //////
+
+#ifdef LOG_DISABLE_LOGS
+    disable_logging = true;
+#endif
+
+    if (disable_logging) {
+        llama_log_set(llama_log_callback_null, NULL);
+    }
 
     llama_backend_init();
 
     llama_model_params model_params = llama_model_default_params();
     model_params.vocab_only = true;
     llama_model * model = llama_load_model_from_file(model_path, model_params);
+    if (!model) {
+        fprintf(stderr, "Error: could not load model from file '%s'.\n", model_path);
+        return 1;
+    }
 
     llama_context_params ctx_params = llama_context_default_params();
     llama_context * ctx = llama_new_context_with_model(model, ctx_params);
+    if (!ctx) {
+        fprintf(stderr, "Error: could not create context.\n");
+        return 1;
+    }
+
+    // read entire prompt from stdin?
+    if (stdin_set) {
+        GGML_ASSERT(!prompt_path_set && !prompt_set);
+
+        std::stringstream stdin_buffer;
+        stdin_buffer << std::cin.rdbuf();
+        if (std::cin.fail()) {
+            fprintf(stderr, "Error: could not read the entire standard input.\n");
+            return 1;
+        }
+
+        prompt = stdin_buffer.str();
+    }
+
+    const bool model_wants_add_bos = llama_should_add_bos_token(model);
+    const bool add_bos = model_wants_add_bos && !no_bos;
 
     std::vector<llama_token> tokens;
+    tokens = ::llama_tokenize(model, prompt, add_bos, true);
 
-    tokens = ::llama_tokenize(model, prompt, true, true);
+    if (printing_ids) {
+        printf("[");
+    }
 
     for (int i = 0; i < (int) tokens.size(); i++) {
         if (printing_ids) {
-            printf("%d\n", tokens[i]);
+            if (i > 0) {
+                printf(", ");
+            }
+            printf("%d", tokens[i]);
         } else {
-            printf("%6d -> '%s'\n", tokens[i], llama_token_to_piece(ctx, tokens[i]).c_str());
+            bool invalid_utf8 = false;
+            printf("%6d -> '", tokens[i]);
+            write_utf8_cstr_to_stdout(llama_token_to_piece(ctx, tokens[i]).c_str(), invalid_utf8);
+            if (invalid_utf8) {
+                printf("' (utf-8 decode failure)\n");
+            } else {
+                printf("'\n");
+            }
         }
     }
 
+    if (printing_ids) {
+        printf("]\n");
+    }
+
+    // silence valgrind
+    llama_free(ctx);
+    llama_free_model(model);
+
     return 0;
 }
diff --git a/examples/train-text-from-scratch/train-text-from-scratch.cpp b/examples/train-text-from-scratch/train-text-from-scratch.cpp
index 587418cc7..e2f85c682 100644
--- a/examples/train-text-from-scratch/train-text-from-scratch.cpp
+++ b/examples/train-text-from-scratch/train-text-from-scratch.cpp
@@ -301,8 +301,8 @@ static struct ggml_tensor * llama_build_train_graphs(
         // not capturing these, to silcence warnings
         const int rope_mode = 0;
 
-        return ggml_rope_custom(
-            ctx, t, KQ_pos, n_rot, rope_mode, n_ctx, 0, rope_freq_base, rope_freq_scale, 0.0f, 1.0f, 0.0f, 0.0f
+        return ggml_rope_ext(
+            ctx, t, KQ_pos, nullptr, n_rot, rope_mode, n_ctx, 0, rope_freq_base, rope_freq_scale, 0.0f, 1.0f, 0.0f, 0.0f
         );
     };
 
@@ -341,7 +341,8 @@ static struct ggml_tensor * llama_build_train_graphs(
         struct ggml_tensor * t15 = ggml_permute      (ctx, t12, 0, 3, 1, 2);                        set_name(t15, "t15");     assert_shape_4d(t15, N, n_embd/n_head, n_head, n_batch);
         struct ggml_tensor * t16;
         if (enable_flash_attn) {
-            t16 = ggml_flash_attn(ctx, t13, t14, t15, true);                                        set_name(t16, "t16");     assert_shape_4d(t16, n_embd/n_head, N, n_head, n_batch);
+            GGML_ASSERT(false && "TODO: ggml_flash_attn_ext() not yet supported");
+            //t16 = ggml_flash_attn(ctx, t13, t14, t15, true);                                        set_name(t16, "t16");     assert_shape_4d(t16, n_embd/n_head, N, n_head, n_batch);
         } else {
             struct ggml_tensor * t16_0 = ggml_mul_mat              (ctx, t14, t13);                 set_name(t16_0, "t16_0"); assert_shape_4d(t16_0, N, N, n_head, n_batch);
             struct ggml_tensor * t16_1 = ggml_scale_inplace        (ctx, t16_0, kv_scale);          set_name(t16_1, "t16_1"); assert_shape_4d(t16_1, N, N, n_head, n_batch);
diff --git a/flake.lock b/flake.lock
index c9ead0bf7..fd6e2a5f6 100644
--- a/flake.lock
+++ b/flake.lock
@@ -5,11 +5,11 @@
         "nixpkgs-lib": "nixpkgs-lib"
       },
       "locked": {
-        "lastModified": 1714641030,
-        "narHash": "sha256-yzcRNDoyVP7+SCNX0wmuDju1NUCt8Dz9+lyUXEI0dbI=",
+        "lastModified": 1715865404,
+        "narHash": "sha256-/GJvTdTpuDjNn84j82cU6bXztE0MSkdnTWClUCRub78=",
         "owner": "hercules-ci",
         "repo": "flake-parts",
-        "rev": "e5d10a24b66c3ea8f150e47dfdb0416ab7c3390e",
+        "rev": "8dc45382d5206bd292f9c2768b8058a8fd8311d9",
         "type": "github"
       },
       "original": {
@@ -20,11 +20,11 @@
     },
     "nixpkgs": {
       "locked": {
-        "lastModified": 1714635257,
-        "narHash": "sha256-4cPymbty65RvF1DWQfc+Bc8B233A1BWxJnNULJKQ1EY=",
+        "lastModified": 1716509168,
+        "narHash": "sha256-4zSIhSRRIoEBwjbPm3YiGtbd8HDWzFxJjw5DYSDy1n8=",
         "owner": "NixOS",
         "repo": "nixpkgs",
-        "rev": "63c3a29ca82437c87573e4c6919b09a24ea61b0f",
+        "rev": "bfb7a882678e518398ce9a31a881538679f6f092",
         "type": "github"
       },
       "original": {
diff --git a/ggml-backend.c b/ggml-backend.c
index f5bdcf078..9e35ce98d 100644
--- a/ggml-backend.c
+++ b/ggml-backend.c
@@ -1182,9 +1182,9 @@ static int ggml_backend_sched_backend_id_from_cur(ggml_backend_sched_t sched, st
 static char * fmt_size(size_t size) {
     static char buffer[128];
     if (size >= 1024*1024) {
-        sprintf(buffer, "%zuM", size/1024/1024);
+        snprintf(buffer, sizeof(buffer), "%zuM", size/1024/1024);
     } else {
-        sprintf(buffer, "%zuK", size/1024);
+        snprintf(buffer, sizeof(buffer), "%zuK", size/1024);
     }
     return buffer;
 }
@@ -1895,7 +1895,6 @@ void ggml_backend_view_init(ggml_backend_buffer_t buffer, struct ggml_tensor * t
 
     tensor->buffer = buffer;
     tensor->data = (char *)tensor->view_src->data + tensor->view_offs;
-    tensor->backend = tensor->view_src->backend;
     ggml_backend_buffer_init_tensor(buffer, tensor);
 }
 
diff --git a/ggml-common.h b/ggml-common.h
index 43c7978a0..77e6bfba4 100644
--- a/ggml-common.h
+++ b/ggml-common.h
@@ -65,13 +65,8 @@ typedef sycl::half2 ggml_half2;
 // QK = number of values after dequantization
 // QK_K = super-block size
 
-#ifdef GGML_QKK_64
-#define QK_K 64
-#define K_SCALE_SIZE 4
-#else
 #define QK_K 256
 #define K_SCALE_SIZE 12
-#endif // GGML_QKK_64
 
 #if defined(GGML_COMMON_DECL_CUDA) || defined(GGML_COMMON_DECL_HIP) || defined(GGML_COMMON_DECL_SYCL)
 // QR = QK / number of values before dequantization
@@ -131,13 +126,8 @@ typedef sycl::half2 ggml_half2;
 #define QI4_NL (QK4_NL / (4*QR4_NL))
 #define QR4_NL 2
 
-#if QK_K == 64
-#define QI4_XS QI4_NL
-#define QR4_XS QR4_NL
-#else
 #define QI4_XS (QK_K / (4*QR4_XS))
 #define QR4_XS 8
-#endif
 
 #endif // GGML_COMMON_DECL_CUDA || GGML_COMMON_DECL_HIP
 
@@ -228,15 +218,6 @@ static_assert(sizeof(block_q2_K) == 2*sizeof(ggml_half) + QK_K/16 + QK_K/4, "wro
 // weight is represented as x = a * q
 // 16 blocks of 16 elements each
 // Effectively 3.4375 bits per weight
-#ifdef GGML_QKK_64
-typedef struct {
-    uint8_t hmask[QK_K/8]; // quants - high bit
-    uint8_t qs[QK_K/4];    // quants - low 2 bits
-    uint8_t scales[2];
-    ggml_half d;           // super-block scale
-} block_q3_K;
-static_assert(sizeof(block_q3_K) == sizeof(ggml_half) + QK_K / 4 + QK_K / 8 + 2, "wrong q3_K block size/padding");
-#else
 typedef struct {
     uint8_t hmask[QK_K/8]; // quants - high bit
     uint8_t qs[QK_K/4];    // quants - low 2 bits
@@ -244,20 +225,11 @@ typedef struct {
     ggml_half d;           // super-block scale
 } block_q3_K;
 static_assert(sizeof(block_q3_K) == sizeof(ggml_half) + QK_K / 4 + QK_K / 8 + 12, "wrong q3_K block size/padding");
-#endif
 
 // 4-bit quantization
 // 8 blocks of 32 elements each
 // weight is represented as x = a * q + b
 // Effectively 4.5 bits per weight
-#ifdef GGML_QKK_64
-typedef struct {
-    ggml_half d[2];     // super-block scales/mins
-    uint8_t scales[2];  // 4-bit block scales/mins
-    uint8_t qs[QK_K/2]; // 4--bit quants
-} block_q4_K;
-static_assert(sizeof(block_q4_K) == 2*sizeof(ggml_half) + QK_K/2 + 2, "wrong q4_K block size/padding");
-#else
 typedef struct {
     union {
         struct {
@@ -270,21 +242,11 @@ typedef struct {
     uint8_t qs[QK_K/2];           // 4--bit quants
 } block_q4_K;
 static_assert(sizeof(block_q4_K) == 2*sizeof(ggml_half) + K_SCALE_SIZE + QK_K/2, "wrong q4_K block size/padding");
-#endif
 
 // 5-bit quantization
 // 8 blocks of 32 elements each
 // weight is represented as x = a * q + b
 // Effectively 5.5 bits per weight
-#ifdef GGML_QKK_64
-typedef struct {
-    ggml_half d;             // super-block scale
-    int8_t  scales[QK_K/16]; // 8-bit block scales
-    uint8_t qh[QK_K/8];      // quants, high bit
-    uint8_t qs[QK_K/2];      // quants, low 4 bits
-} block_q5_K;
-static_assert(sizeof(block_q5_K) == sizeof(ggml_half) + QK_K/2 + QK_K/8 + QK_K/16, "wrong q5_K block size/padding");
-#else
 typedef struct {
     union {
         struct {
@@ -298,7 +260,6 @@ typedef struct {
     uint8_t qs[QK_K/2];           // quants, low 4 bits
 } block_q5_K;
 static_assert(sizeof(block_q5_K) == 2*sizeof(ggml_half) + K_SCALE_SIZE + QK_K/2 + QK_K/8, "wrong q5_K block size/padding");
-#endif
 
 // 6-bit quantization
 // weight is represented as x = a * q
@@ -356,11 +317,7 @@ typedef struct {
 static_assert(sizeof(block_iq3_xxs) == sizeof(ggml_half) + 3*(QK_K/8), "wrong iq3_xxs block size/padding");
 
 // 3.4375 bpw
-#if QK_K == 64
-#define IQ3S_N_SCALE 2
-#else
 #define IQ3S_N_SCALE QK_K/64
-#endif
 typedef struct {
     ggml_half d;
     uint8_t qs[QK_K/4];
@@ -381,16 +338,9 @@ static_assert(sizeof(block_iq1_s) == sizeof(ggml_half) + QK_K/8 + QK_K/16, "wron
 typedef struct {
     uint8_t  qs[QK_K/8];      // grid index, low 8 bits
     uint8_t  qh[QK_K/16];     // grid index, high 3 bits + grid shift bit (for two groups of 8)
-#if QK_K == 64
-    ggml_half d;
-#endif
     uint8_t  scales[QK_K/32]; // 3-bit block scales (4-bit if QK_K == 64)
 } block_iq1_m;
-#if QK_K == 64
-static_assert(sizeof(block_iq1_m) == QK_K/8 + QK_K/16 + QK_K/32 + sizeof(ggml_half), "wrong iq1_m block size/padding");
-#else
 static_assert(sizeof(block_iq1_m) == QK_K/8 + QK_K/16 + QK_K/32, "wrong iq1_m block size/padding");
-#endif
 
 // Used by IQ1_M quants
 typedef union {
@@ -406,9 +356,6 @@ typedef struct {
 } block_iq4_nl;
 static_assert(sizeof(block_iq4_nl) == sizeof(ggml_half) + QK4_NL/2, "wrong iq4_nl block size/padding");
 
-#if QK_K == 64
-#define block_iq4_xs block_iq4_nl
-#else
 typedef struct {
     ggml_half d;
     uint16_t scales_h;
@@ -416,7 +363,6 @@ typedef struct {
     uint8_t  qs[QK_K/2];
 } block_iq4_xs;
 static_assert(sizeof(block_iq4_xs) == sizeof(ggml_half) + sizeof(uint16_t) + QK_K/64 + QK_K/2, "wrong iq4_xs block size/padding");
-#endif
 
 #endif // GGML_COMMON_DECL
 #endif // GGML_COMMON_DECL
diff --git a/ggml-cuda.cu b/ggml-cuda.cu
index 2d1742c82..1172f7b2f 100644
--- a/ggml-cuda.cu
+++ b/ggml-cuda.cu
@@ -4,7 +4,6 @@
 
 #include "ggml-cuda/common.cuh"
 #include "ggml-cuda/acc.cuh"
-#include "ggml-cuda/alibi.cuh"
 #include "ggml-cuda/arange.cuh"
 #include "ggml-cuda/argsort.cuh"
 #include "ggml-cuda/binbcast.cuh"
@@ -44,19 +43,59 @@
 #include <mutex>
 #include <stdint.h>
 #include <stdio.h>
+#include <stdarg.h>
+#include <stdlib.h>
 #include <string>
 #include <vector>
 
 static_assert(sizeof(half) == sizeof(ggml_fp16_t), "wrong fp16 size");
 
+static void ggml_cuda_default_log_callback(enum ggml_log_level level, const char * msg, void * user_data) {
+    GGML_UNUSED(level);
+    GGML_UNUSED(user_data);
+    fprintf(stderr, "%s", msg);
+}
+
+ggml_log_callback ggml_cuda_log_callback = ggml_cuda_default_log_callback;
+void * ggml_cuda_log_user_data = NULL;
+
+GGML_API void ggml_backend_cuda_log_set_callback(ggml_log_callback log_callback, void * user_data) {
+    ggml_cuda_log_callback = log_callback;
+    ggml_cuda_log_user_data = user_data;
+}
+
+#define GGML_CUDA_LOG_INFO(...) ggml_cuda_log(GGML_LOG_LEVEL_INFO, __VA_ARGS__)
+#define GGML_CUDA_LOG_WARN(...) ggml_cuda_log(GGML_LOG_LEVEL_WARN, __VA_ARGS__)
+#define GGML_CUDA_LOG_ERROR(...) ggml_cuda_log(GGML_LOG_LEVEL_ERROR, __VA_ARGS__)
+
+GGML_ATTRIBUTE_FORMAT(2, 3)
+static void ggml_cuda_log(enum ggml_log_level level, const char * format, ...) {
+    if (ggml_cuda_log_callback != NULL) {
+        va_list args;
+        va_start(args, format);
+        char buffer[128];
+        int len = vsnprintf(buffer, 128, format, args);
+        if (len < 128) {
+            ggml_cuda_log_callback(level, buffer, ggml_cuda_log_user_data);
+        } else {
+            std::vector<char> buffer2(len + 1);  // vsnprintf adds a null terminator
+            va_end(args);
+            va_start(args, format);
+            vsnprintf(&buffer2[0], buffer2.size(), format, args);
+            ggml_cuda_log_callback(level, buffer2.data(), ggml_cuda_log_user_data);
+        }
+        va_end(args);
+    }
+}
+
 [[noreturn]]
 void ggml_cuda_error(const char * stmt, const char * func, const char * file, int line, const char * msg) {
     int id = -1; // in case cudaGetDevice fails
     cudaGetDevice(&id);
 
-    fprintf(stderr, "CUDA error: %s\n", msg);
-    fprintf(stderr, "  current device: %d, in function %s at %s:%d\n", id, func, file, line);
-    fprintf(stderr, "  %s\n", stmt);
+    GGML_CUDA_LOG_ERROR("CUDA error: %s\n", msg);
+    GGML_CUDA_LOG_ERROR("  current device: %d, in function %s at %s:%d\n", id, func, file, line);
+    GGML_CUDA_LOG_ERROR("  %s\n", stmt);
     // abort with GGML_ASSERT to get a stack trace
     GGML_ASSERT(!"CUDA error");
 }
@@ -80,6 +119,20 @@ int ggml_cuda_get_device() {
     return id;
 }
 
+static cudaError_t ggml_cuda_device_malloc(void ** ptr, size_t size, int device) {
+    ggml_cuda_set_device(device);
+#if defined(GGML_USE_HIPBLAS) && defined(GGML_HIP_UMA)
+    auto res = hipMallocManaged(ptr, size);
+    if (res == hipSuccess) {
+        // if error we "need" to know why...
+        CUDA_CHECK(hipMemAdvise(*ptr, size, hipMemAdviseSetCoarseGrain, device));
+    }
+    return res;
+#else
+    return cudaMalloc(ptr, size);
+#endif
+}
+
 static ggml_cuda_device_info ggml_cuda_init() {
 #ifdef __HIP_PLATFORM_AMD__
     // Workaround for a rocBLAS bug when using multiple graphics cards:
@@ -92,7 +145,7 @@ static ggml_cuda_device_info ggml_cuda_init() {
 
     cudaError_t err = cudaGetDeviceCount(&info.device_count);
     if (err != cudaSuccess) {
-        fprintf(stderr, "%s: failed to initialize " GGML_CUDA_NAME ": %s\n", __func__, cudaGetErrorString(err));
+        GGML_CUDA_LOG_ERROR("%s: failed to initialize " GGML_CUDA_NAME ": %s\n", __func__, cudaGetErrorString(err));
         return info;
     }
 
@@ -100,16 +153,16 @@ static ggml_cuda_device_info ggml_cuda_init() {
 
     int64_t total_vram = 0;
 #if defined(GGML_CUDA_FORCE_MMQ)
-    fprintf(stderr, "%s: GGML_CUDA_FORCE_MMQ:   yes\n", __func__);
+    GGML_CUDA_LOG_INFO("%s: GGML_CUDA_FORCE_MMQ:   yes\n", __func__);
 #else
-    fprintf(stderr, "%s: GGML_CUDA_FORCE_MMQ:   no\n", __func__);
+    GGML_CUDA_LOG_INFO("%s: GGML_CUDA_FORCE_MMQ:   no\n", __func__);
 #endif
 #if defined(CUDA_USE_TENSOR_CORES)
-    fprintf(stderr, "%s: CUDA_USE_TENSOR_CORES: yes\n", __func__);
+    GGML_CUDA_LOG_INFO("%s: CUDA_USE_TENSOR_CORES: yes\n", __func__);
 #else
-    fprintf(stderr, "%s: CUDA_USE_TENSOR_CORES: no\n", __func__);
+    GGML_CUDA_LOG_INFO("%s: CUDA_USE_TENSOR_CORES: no\n", __func__);
 #endif
-    fprintf(stderr, "%s: found %d " GGML_CUDA_NAME " devices:\n", __func__, info.device_count);
+    GGML_CUDA_LOG_INFO("%s: found %d " GGML_CUDA_NAME " devices:\n", __func__, info.device_count);
     for (int id = 0; id < info.device_count; ++id) {
         int device_vmm = 0;
 
@@ -130,7 +183,7 @@ static ggml_cuda_device_info ggml_cuda_init() {
 
         cudaDeviceProp prop;
         CUDA_CHECK(cudaGetDeviceProperties(&prop, id));
-        fprintf(stderr, "  Device %d: %s, compute capability %d.%d, VMM: %s\n", id, prop.name, prop.major, prop.minor, device_vmm ? "yes" : "no");
+        GGML_CUDA_LOG_INFO("  Device %d: %s, compute capability %d.%d, VMM: %s\n", id, prop.name, prop.major, prop.minor, device_vmm ? "yes" : "no");
 
         info.default_tensor_split[id] = total_vram;
         total_vram += prop.totalGlobalMem;
@@ -232,12 +285,12 @@ struct ggml_cuda_pool_leg : public ggml_cuda_pool {
         size_t look_ahead_size = (size_t) (1.05 * size);
         look_ahead_size = 256 * ((look_ahead_size + 255)/256);
         ggml_cuda_set_device(device);
-        CUDA_CHECK(cudaMalloc((void **) &ptr, look_ahead_size));
+        CUDA_CHECK(ggml_cuda_device_malloc(&ptr, look_ahead_size, device));
         *actual_size = look_ahead_size;
         pool_size += look_ahead_size;
 #ifdef DEBUG_CUDA_MALLOC
-        fprintf(stderr, "%s[%d]: %d buffers, max_size = %u MB, pool_size = %u MB, requested %u MB\n", __func__, device, nnz,
-                (uint32_t)(max_size/1024/1024), (uint32_t)(pool_size/1024/1024), (uint32_t)(size/1024/1024));
+        GGML_CUDA_LOG_INFO("%s[%d]: %d buffers, max_size = %u MB, pool_size = %u MB, requested %u MB\n", __func__, device, nnz,
+                           (uint32_t)(max_size / 1024 / 1024), (uint32_t)(pool_size / 1024 / 1024), (uint32_t)(size / 1024 / 1024));
 #endif
         return ptr;
     }
@@ -251,7 +304,7 @@ struct ggml_cuda_pool_leg : public ggml_cuda_pool {
                 return;
             }
         }
-        fprintf(stderr, "WARNING: cuda buffer pool full, increase MAX_CUDA_BUFFERS\n");
+        GGML_CUDA_LOG_WARN("Cuda buffer pool full, increase MAX_CUDA_BUFFERS\n");
         ggml_cuda_set_device(device);
         CUDA_CHECK(cudaFree(ptr));
         pool_size -= size;
@@ -498,9 +551,11 @@ GGML_CALL static ggml_backend_buffer_t ggml_backend_cuda_buffer_type_alloc_buffe
     size = std::max(size, (size_t)1); // cudaMalloc returns null for size 0
 
     void * dev_ptr;
-    cudaError_t err = cudaMalloc(&dev_ptr, size);
+    cudaError_t err = ggml_cuda_device_malloc(&dev_ptr, size, buft_ctx->device);
     if (err != cudaSuccess) {
-        fprintf(stderr, "%s: allocating %.2f MiB on device %d: cudaMalloc failed: %s\n", __func__, size/1024.0/1024.0, buft_ctx->device, cudaGetErrorString(err));
+        // clear the error
+        cudaGetLastError();
+        GGML_CUDA_LOG_ERROR("%s: allocating %.2f MiB on device %d: cudaMalloc failed: %s\n", __func__, size / 1024.0 / 1024.0, buft_ctx->device, cudaGetErrorString(err));
         return nullptr;
     }
 
@@ -757,7 +812,7 @@ GGML_CALL static void ggml_backend_cuda_split_buffer_init_tensor(ggml_backend_bu
         // currently, init_tensor cannot fail, it needs to be fixed in ggml-backend first
         ggml_cuda_set_device(id);
         char * buf;
-        CUDA_CHECK(cudaMalloc(&buf, size));
+        CUDA_CHECK(ggml_cuda_device_malloc((void**)&buf, size, id));
 
         // set padding to 0 to avoid possible NaN values
         if (size > original_size) {
@@ -1003,8 +1058,8 @@ static void * ggml_cuda_host_malloc(size_t size) {
     if (err != cudaSuccess) {
         // clear the error
         cudaGetLastError();
-        fprintf(stderr, "%s: warning: failed to allocate %.2f MiB of pinned memory: %s\n", __func__,
-            size/1024.0/1024.0, cudaGetErrorString(err));
+        GGML_CUDA_LOG_WARN("%s: failed to allocate %.2f MiB of pinned memory: %s\n", __func__,
+                           size / 1024.0 / 1024.0, cudaGetErrorString(err));
         return nullptr;
     }
 
@@ -1647,7 +1702,7 @@ static void ggml_cuda_op_mul_mat(
     }
 }
 
-static void ggml_cuda_mul_mat_vec_p021(ggml_backend_cuda_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst){
+static void ggml_cuda_mul_mat_vec_p021(ggml_backend_cuda_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     GGML_ASSERT(ggml_is_permuted(src0) && ggml_is_permuted(src1));
     GGML_ASSERT(ggml_backend_buffer_is_cuda(src0->buffer));
     GGML_ASSERT(src0->nb[0] <= src0->nb[1] && src0->nb[2] <= src0->nb[3]); // 0213 permutation
@@ -1670,7 +1725,7 @@ static void ggml_cuda_mul_mat_vec_p021(ggml_backend_cuda_context & ctx, const gg
     ggml_mul_mat_p021_f16_f32_cuda(src0_ddq, src1_ddf, dst_ddf, ne00, ne01, ne02, ne12, main_stream);
 }
 
-static void ggml_cuda_mul_mat_vec_nc(ggml_backend_cuda_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst){
+static void ggml_cuda_mul_mat_vec_nc(ggml_backend_cuda_context & ctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     GGML_ASSERT(!ggml_is_transposed(src0));
     GGML_ASSERT(!ggml_is_transposed(src1));
     GGML_ASSERT(!ggml_is_permuted(src0));
@@ -1815,7 +1870,7 @@ static void ggml_cuda_mul_mat_batched_cublas(ggml_backend_cuda_context & ctx, co
         }
     }
 #else
-    if (r2 == 1 && r3 == 1 && src0->nb[2]*src0->ne[2] == src0->nb[3] && src1->nb[2]*src1->ne[2] == src1->nb[3]) {
+    if (r2 == 1 && r3 == 1 && ggml_is_contiguous_2(src0) && ggml_is_contiguous_2(src1)) {
         // there is no broadcast and src0, src1 are contiguous across dims 2, 3
         // use cublasGemmStridedBatchedEx
         CUBLAS_CHECK(
@@ -2205,6 +2260,9 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg
                 case GGML_UNARY_OP_RELU:
                     ggml_cuda_op_relu(ctx, dst);
                     break;
+                case GGML_UNARY_OP_SIGMOID:
+                    ggml_cuda_op_sigmoid(ctx, dst);
+                    break;
                 case GGML_UNARY_OP_HARDSIGMOID:
                     ggml_cuda_op_hardsigmoid(ctx, dst);
                     break;
@@ -2244,7 +2302,7 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg
             break;
         case GGML_OP_MUL_MAT:
             if (dst->src[0]->ne[3] != dst->src[1]->ne[3]) {
-                fprintf(stderr, "%s: cannot compute %s: src0->ne[3] = %" PRId64 ", src1->ne[3] = %" PRId64 " - fallback to CPU\n", __func__, dst->name, dst->src[0]->ne[3], dst->src[1]->ne[3]);
+                GGML_CUDA_LOG_ERROR("%s: cannot compute %s: src0->ne[3] = %" PRId64 ", src1->ne[3] = %" PRId64 " - fallback to CPU\n", __func__, dst->name, dst->src[0]->ne[3], dst->src[1]->ne[3]);
                 return false;
             } else {
                 ggml_cuda_mul_mat(ctx, dst->src[0], dst->src[1], dst);
@@ -2277,9 +2335,6 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg
         case GGML_OP_ROPE:
             ggml_cuda_op_rope(ctx, dst);
             break;
-        case GGML_OP_ALIBI:
-            ggml_cuda_op_alibi(ctx, dst);
-            break;
         case GGML_OP_IM2COL:
             ggml_cuda_op_im2col(ctx, dst);
             break;
@@ -2301,7 +2356,7 @@ static bool ggml_cuda_compute_forward(ggml_backend_cuda_context & ctx, struct gg
 
     cudaError_t err = cudaGetLastError();
     if (err != cudaSuccess) {
-        fprintf(stderr, "%s: %s failed\n", __func__, ggml_op_desc(dst));
+        GGML_CUDA_LOG_ERROR("%s: %s failed\n", __func__, ggml_op_desc(dst));
         CUDA_CHECK(err);
     }
 
@@ -2410,44 +2465,319 @@ GGML_CALL static void ggml_backend_cuda_synchronize(ggml_backend_t backend) {
     GGML_UNUSED(backend);
 }
 
+static void set_ggml_graph_node_properties(ggml_tensor * node, ggml_graph_node_properties * graph_node_properties) {
+    graph_node_properties->node_address = node->data;
+    graph_node_properties->node_op = node->op;
+    for (int i = 0; i < GGML_MAX_DIMS; i++) {
+        graph_node_properties->ne[i] = node->ne[i];
+        graph_node_properties->nb[i] = node->nb[i];
+    }
+    for (int i = 0; i < GGML_MAX_SRC; i++) {
+        graph_node_properties->src_address[i] = node->src[i] ? node->src[i]->data : nullptr;
+    }
+}
+
+static bool ggml_graph_node_has_matching_properties(ggml_tensor * node, ggml_graph_node_properties * graph_node_properties) {
+    if (node->data != graph_node_properties->node_address &&
+          node->op != GGML_OP_CPY &&
+          node->op != GGML_OP_VIEW) {
+        return false;
+    }
+
+    if (node->op != graph_node_properties->node_op) {
+        return false;
+    }
+
+    for (int i = 0; i < GGML_MAX_DIMS; i++) {
+        if (node->ne[i] != graph_node_properties->ne[i]) {
+            return false;
+        }
+        if (node->nb[i] != graph_node_properties->nb[i]) {
+            return false;
+        }
+    }
+
+    for (int i = 0; i < GGML_MAX_SRC; i++) {
+        if (node->src[i] &&
+            node->src[i]->data != graph_node_properties->src_address[i] &&
+            node->op != GGML_OP_CPY &&
+            node->op != GGML_OP_VIEW
+        ) {
+            return false;
+        }
+    }
+    return true;
+}
+
 GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t backend, ggml_cgraph * cgraph) {
     ggml_backend_cuda_context * cuda_ctx = (ggml_backend_cuda_context *)backend->context;
 
     ggml_cuda_set_device(cuda_ctx->device);
 
-    for (int i = 0; i < cgraph->n_nodes; i++) {
-        ggml_tensor * node = cgraph->nodes[i];
+#ifdef USE_CUDA_GRAPH
+    static const bool disable_cuda_graphs_due_to_env = (getenv("GGML_CUDA_DISABLE_GRAPHS") != nullptr);
 
-        if (ggml_is_empty(node) || node->op == GGML_OP_RESHAPE || node->op == GGML_OP_TRANSPOSE || node->op == GGML_OP_VIEW || node->op == GGML_OP_PERMUTE || node->op == GGML_OP_NONE) {
-            continue;
+    // Objects required for CUDA Graph
+    if (cuda_ctx->cuda_graph == nullptr) {
+        cuda_ctx->cuda_graph.reset(new ggml_cuda_graph());
+    }
+
+    bool use_cuda_graph = true;
+    bool cuda_graph_update_required = false;
+    // vector of pointers to CUDA cpy kernels, which are required to identify
+    // kernel parameters which need updated in the graph for each token
+    std::vector<void *> ggml_cuda_cpy_fn_ptrs;
+
+    if (cuda_ctx->cuda_graph->graph == nullptr) {
+        if (ggml_cuda_info().devices[cuda_ctx->device].cc < CC_AMPERE) {
+            cuda_ctx->cuda_graph->disable_due_to_gpu_arch = true;
+#ifndef NDEBUG
+            GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to GPU architecture\n", __func__);
+#endif
+        }
+    }
+
+    // Disable CUDA graphs in presence of env var, old GPU, use-case which is changing too rapidly,
+    // or previous graph capture failure.
+    // Also disable for multi-gpu for now. TO DO investigate
+    if (disable_cuda_graphs_due_to_env
+        || cuda_ctx->cuda_graph->disable_due_to_gpu_arch
+        || cuda_ctx->cuda_graph->disable_due_to_too_many_updates
+        || cuda_ctx->cuda_graph->disable_due_to_failed_graph_capture) {
+        use_cuda_graph = false;
+    }
+
+    if (use_cuda_graph) {
+        if (cuda_ctx->cuda_graph->instance == nullptr) {
+            cuda_graph_update_required = true;
         }
 
+        // Check if the graph size has changed
+        if (cuda_ctx->cuda_graph->ggml_graph_properties.size() != (size_t)cgraph->n_nodes) {
+            cuda_graph_update_required = true;
+            cuda_ctx->cuda_graph->ggml_graph_properties.resize(cgraph->n_nodes);
+        }
+
+        // Loop over nodes in GGML graph to determine if CUDA graph update is required
+        // and store properties to allow this comparison for the next token
+        for (int i = 0; i < cgraph->n_nodes; i++) {
+            bool has_matching_properties = true;
+            if (!cuda_graph_update_required) {
+                has_matching_properties = ggml_graph_node_has_matching_properties(cgraph->nodes[i], &cuda_ctx->cuda_graph->ggml_graph_properties[i]);
+            }
+            if (!has_matching_properties) {
+                cuda_graph_update_required = true;
+            }
+            set_ggml_graph_node_properties(cgraph->nodes[i], &cuda_ctx->cuda_graph->ggml_graph_properties[i]);
+        }
+
+        // Loop over nodes in GGML graph to obtain info needed for CUDA graph
+        cuda_ctx->cuda_graph->updated_kernel_arg.clear();
+        for (int i = 0; i < cgraph->n_nodes; i++) {
+            ggml_tensor * node = cgraph->nodes[i];
+
+            if (node->src[0] && ggml_backend_buffer_is_cuda_split(node->src[0]->buffer)) {
+                use_cuda_graph = false; // Split buffers are not supported by CUDA graph capture
 #ifndef NDEBUG
-        assert(node->buffer->buft == ggml_backend_cuda_buffer_type(cuda_ctx->device));
-        for (int j = 0; j < GGML_MAX_SRC; j++) {
-            if (node->src[j] != nullptr) {
-                assert(node->src[j]->buffer->buft == ggml_backend_cuda_buffer_type(cuda_ctx->device) || ggml_backend_buffer_is_cuda_split(node->src[j]->buffer));
+                GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to split buffer\n", __func__);
+#endif
+            }
+
+            if (node->op == GGML_OP_MUL_MAT_ID) {
+                use_cuda_graph = false; // This node type is not supported by CUDA graph capture
+#ifndef NDEBUG
+                GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to mul_mat_id\n", __func__);
+#endif
+            }
+
+            if (node->op == GGML_OP_ADD && node->src[1] && node->src[1]->ne[1] > 1) {
+                // disable CUDA graphs for batch size > 1 for now.
+                // Changes in batch size or context size can cause changes to the grid size of some kernels.
+                use_cuda_graph = false;
+#ifndef NDEBUG
+                GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to batch size > 1 [%s] [%ld %ld %ld %ld]\n", __func__, node->name, node->ne[0], node->ne[1], node->ne[2], node->ne[3]);
+#endif
+            }
+
+            if (node->op == GGML_OP_CPY) {
+                // store the copy op parameter which changes with each token.
+                cuda_ctx->cuda_graph->updated_kernel_arg.push_back((char **) &(node->src[1]->data));
+                // store a pointer to each copy op CUDA kernel to identify it later
+                void * ptr = ggml_cuda_cpy_fn(node->src[0], node->src[1]);
+                if (std::find(ggml_cuda_cpy_fn_ptrs.begin(), ggml_cuda_cpy_fn_ptrs.end(), ptr) == ggml_cuda_cpy_fn_ptrs.end()) {
+                    ggml_cuda_cpy_fn_ptrs.push_back(ptr);
+                }
+            }
+
+            if (!use_cuda_graph) {
+                break;
             }
         }
+
+        // Disable CUDA graphs (from the next token) if the use-case is demanding too many consecutive graph updates.
+        if (use_cuda_graph && cuda_graph_update_required) {
+            cuda_ctx->cuda_graph->number_consecutive_updates++;
+        } else {
+            cuda_ctx->cuda_graph->number_consecutive_updates = 0;
+        }
+
+        if (cuda_ctx->cuda_graph->number_consecutive_updates >= 4) {
+            cuda_ctx->cuda_graph->disable_due_to_too_many_updates = true;
+#ifndef NDEBUG
+            GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to too many consecutive updates\n", __func__);
+#endif
+        }
+    }
+
+    if (use_cuda_graph && cuda_graph_update_required) { // Start CUDA graph capture
+        CUDA_CHECK(cudaStreamBeginCapture(cuda_ctx->stream(), cudaStreamCaptureModeRelaxed));
+    }
+
+#else
+    bool use_cuda_graph = false;
+    bool cuda_graph_update_required = false;
+#endif // USE_CUDA_GRAPH
+
+    bool graph_evaluated_or_captured = false;
+
+    while (!graph_evaluated_or_captured) {
+        // Only perform the graph execution if CUDA graphs are not enabled, or we are capturing the graph.
+        // With the use of CUDA graphs, the execution will be performed by the graph launch.
+        if (!use_cuda_graph || cuda_graph_update_required) {
+            for (int i = 0; i < cgraph->n_nodes; i++) {
+                ggml_tensor * node = cgraph->nodes[i];
+
+                if (ggml_is_empty(node) || node->op == GGML_OP_RESHAPE || node->op == GGML_OP_TRANSPOSE || node->op == GGML_OP_VIEW || node->op == GGML_OP_PERMUTE || node->op == GGML_OP_NONE) {
+                    continue;
+                }
+
+#ifndef NDEBUG
+                assert(node->buffer->buft == ggml_backend_cuda_buffer_type(cuda_ctx->device));
+                for (int j = 0; j < GGML_MAX_SRC; j++) {
+                    if (node->src[j] != nullptr) {
+                        assert(node->src[j]->buffer->buft == ggml_backend_cuda_buffer_type(cuda_ctx->device) || ggml_backend_buffer_is_cuda_split(node->src[j]->buffer));
+                    }
+                }
 #endif
 
-        bool ok = ggml_cuda_compute_forward(*cuda_ctx, node);
-        if (!ok) {
-            fprintf(stderr, "%s: error: op not supported %s (%s)\n", __func__, node->name, ggml_op_name(node->op));
+                bool ok = ggml_cuda_compute_forward(*cuda_ctx, node);
+                if (!ok) {
+                    GGML_CUDA_LOG_ERROR("%s: op not supported %s (%s)\n", __func__, node->name, ggml_op_name(node->op));
+                }
+                GGML_ASSERT(ok);
+            }
         }
-        GGML_ASSERT(ok);
+
+#ifdef USE_CUDA_GRAPH
+        if (use_cuda_graph && cuda_graph_update_required) { // End CUDA graph capture
+            if (cuda_ctx->cuda_graph->graph != nullptr) {
+                CUDA_CHECK(cudaGraphDestroy(cuda_ctx->cuda_graph->graph));
+                cuda_ctx->cuda_graph->graph = nullptr;
+            }
+            CUDA_CHECK(cudaStreamEndCapture(cuda_ctx->stream(), &cuda_ctx->cuda_graph->graph));
+
+#if 0
+            if (disable_cuda_graphs_due_to_failed_capture) {
+                use_cuda_graph = false;
+                cuda_ctx->cuda_graph->disable_due_to_failed_graph_capture = true;
+#ifndef NDEBUG
+                GGML_CUDA_LOG_WARN("%s: disabling CUDA graphs due to failed graph capture\n", __func__);
+#endif
+            } else {
+                graph_evaluated_or_captured = true; // CUDA graph has been captured
+            }
+#endif
+            graph_evaluated_or_captured = true; // CUDA graph has been captured
+        } else {
+            graph_evaluated_or_captured = true; // ggml graph has been directly evaluated
+        }
+    }
+
+    if (use_cuda_graph) {
+        if (cuda_ctx->cuda_graph->instance == nullptr) { // Create executable graph from captured graph.
+            CUDA_CHECK(cudaGraphInstantiate(&cuda_ctx->cuda_graph->instance, cuda_ctx->cuda_graph->graph, NULL, NULL, 0));
+        }
+
+        // Perform update to graph (if required for this token), and change copy parameter (required for every token)
+
+        if (cuda_graph_update_required) {
+            // Extract nodes from graph
+            if (cuda_ctx->cuda_graph->num_nodes == 0) {
+                // First call with null argument gets number of nodes in graph
+                CUDA_CHECK(cudaGraphGetNodes(cuda_ctx->cuda_graph->graph, nullptr, &cuda_ctx->cuda_graph->num_nodes));
+            }
+            // Subsequent call with non-null argument gets nodes
+            cuda_ctx->cuda_graph->nodes.resize(cuda_ctx->cuda_graph->num_nodes);
+            cuda_ctx->cuda_graph->params.resize(cuda_ctx->cuda_graph->num_nodes);
+            if (cuda_ctx->cuda_graph->num_nodes > 0) {
+                CUDA_CHECK(cudaGraphGetNodes(cuda_ctx->cuda_graph->graph, cuda_ctx->cuda_graph->nodes.data(), &cuda_ctx->cuda_graph->num_nodes));
+
+                // Loop over nodes, and extract kernel parameters from each node
+                for (size_t i = 0; i < cuda_ctx->cuda_graph->num_nodes; i++) {
+                    cudaGraphNodeType node_type;
+                    CUDA_CHECK(cudaGraphNodeGetType(cuda_ctx->cuda_graph->nodes[i], &node_type));
+                    if (node_type == cudaGraphNodeTypeKernel) {
+                        cudaError_t stat = cudaGraphKernelNodeGetParams(cuda_ctx->cuda_graph->nodes[i], &cuda_ctx->cuda_graph->params[i]); // Get params using runtime
+                        if (stat == cudaErrorInvalidDeviceFunction) {
+                            // Fails due to incorrect handling by CUDA runtime of CUDA BLAS node.
+                            // We don't need to update blas nodes, so clear error and move on.
+                            cudaGetLastError();
+                        } else {
+                            GGML_ASSERT(stat == cudaSuccess);
+                        }
+                    }
+                }
+            }
+        }
+
+        // One of the arguments to the copy kernel is updated for each token, hence we need to
+        // replace that argument with the updated value in the CUDA graph
+        if (!cuda_graph_update_required) { // on update steps, the live parameters will already be captured
+            int k = 0;
+            for (size_t i = 0; i < cuda_ctx->cuda_graph->num_nodes; i++) {
+                if(count(ggml_cuda_cpy_fn_ptrs.begin(), ggml_cuda_cpy_fn_ptrs.end(), cuda_ctx->cuda_graph->params[i].func) > 0) {
+                    char ** updated_kernel_arg_ptr = cuda_ctx->cuda_graph->updated_kernel_arg.at(k++);
+                    cuda_ctx->cuda_graph->params[i].kernelParams[1] = updated_kernel_arg_ptr;
+                    CUDA_CHECK(cudaGraphKernelNodeSetParams(cuda_ctx->cuda_graph->nodes[i], &cuda_ctx->cuda_graph->params[i]));
+                }
+            }
+        }
+
+        // Update graph executable
+        cudaGraphExecUpdateResultInfo result_info;
+        cudaError_t stat = cudaGraphExecUpdate(cuda_ctx->cuda_graph->instance, cuda_ctx->cuda_graph->graph, &result_info);
+        if (stat == cudaErrorGraphExecUpdateFailure) {
+#ifndef NDEBUG
+            GGML_CUDA_LOG_ERROR("%s: CUDA graph update failed\n", __func__);
+#endif
+            // The pre-existing graph exec cannot be updated due to violated constraints
+            // so instead clear error and re-instantiate
+            cudaGetLastError();
+            CUDA_CHECK(cudaGraphExecDestroy(cuda_ctx->cuda_graph->instance));
+            cuda_ctx->cuda_graph->instance = nullptr;
+            CUDA_CHECK(cudaGraphInstantiate(&cuda_ctx->cuda_graph->instance, cuda_ctx->cuda_graph->graph, NULL, NULL, 0));
+        } else {
+            GGML_ASSERT(stat == cudaSuccess);
+        }
+        // Launch graph
+        CUDA_CHECK(cudaGraphLaunch(cuda_ctx->cuda_graph->instance, cuda_ctx->stream()));
+#else
+        graph_evaluated_or_captured = true;
+#endif // USE_CUDA_GRAPH
     }
 
     return GGML_STATUS_SUCCESS;
 }
 
 GGML_CALL static bool ggml_backend_cuda_supports_op(ggml_backend_t backend, const ggml_tensor * op) {
+    ggml_backend_cuda_context * cuda_ctx = (ggml_backend_cuda_context *) backend->context;
     switch (op->op) {
         case GGML_OP_UNARY:
             switch (ggml_get_unary_op(op)) {
                 case GGML_UNARY_OP_GELU:
                 case GGML_UNARY_OP_SILU:
                 case GGML_UNARY_OP_RELU:
+                case GGML_UNARY_OP_SIGMOID:
                 case GGML_UNARY_OP_HARDSIGMOID:
                 case GGML_UNARY_OP_HARDSWISH:
                 case GGML_UNARY_OP_GELU_QUICK:
@@ -2556,8 +2886,9 @@ GGML_CALL static bool ggml_backend_cuda_supports_op(ggml_backend_t backend, cons
         case GGML_OP_CONT:
         case GGML_OP_DIAG_MASK_INF:
         case GGML_OP_SOFT_MAX:
+            return true;
         case GGML_OP_ROPE:
-        case GGML_OP_ALIBI:
+            return ggml_is_contiguous(op->src[0]);
         case GGML_OP_IM2COL:
         case GGML_OP_POOL_2D:
         case GGML_OP_SUM_ROWS:
@@ -2569,8 +2900,16 @@ GGML_CALL static bool ggml_backend_cuda_supports_op(ggml_backend_t backend, cons
         case GGML_OP_ARANGE:
         case GGML_OP_TIMESTEP_EMBEDDING:
         case GGML_OP_LEAKY_RELU:
-        case GGML_OP_FLASH_ATTN_EXT:
             return true;
+        case GGML_OP_FLASH_ATTN_EXT:
+#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+            return op->src[0]->ne[0] == 64 || op->src[0]->ne[0] == 128;
+#else
+            if (op->src[0]->ne[0] == 64 || op->src[0]->ne[0] == 128) {
+                return true;
+            }
+            return ggml_cuda_info().devices[cuda_ctx->device].cc >= CC_VOLTA;
+#endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
         default:
             return false;
     }
@@ -2668,13 +3007,13 @@ static ggml_guid_t ggml_backend_cuda_guid() {
 
 GGML_CALL ggml_backend_t ggml_backend_cuda_init(int device) {
     if (device < 0 || device >= ggml_backend_cuda_get_device_count()) {
-        fprintf(stderr, "%s: error: invalid device %d\n", __func__, device);
+        GGML_CUDA_LOG_ERROR("%s: invalid device %d\n", __func__, device);
         return nullptr;
     }
 
     ggml_backend_cuda_context * ctx = new ggml_backend_cuda_context(device);
     if (ctx == nullptr) {
-        fprintf(stderr, "%s: error: failed to allocate context\n", __func__);
+        GGML_CUDA_LOG_ERROR("%s: failed to allocate context\n", __func__);
         return nullptr;
     }
 
@@ -2718,8 +3057,8 @@ GGML_CALL bool ggml_backend_cuda_register_host_buffer(void * buffer, size_t size
         // clear the error
         cudaGetLastError();
 
-        fprintf(stderr, "%s: warning: failed to register %.2f MiB of pinned memory: %s\n", __func__,
-                size/1024.0/1024.0, cudaGetErrorString(err));
+        GGML_CUDA_LOG_WARN("%s: failed to register %.2f MiB of pinned memory: %s\n", __func__,
+                           size / 1024.0 / 1024.0, cudaGetErrorString(err));
         return false;
     }
     return true;
diff --git a/ggml-cuda.h b/ggml-cuda.h
index 5eb4af40f..d7903c666 100644
--- a/ggml-cuda.h
+++ b/ggml-cuda.h
@@ -38,6 +38,7 @@ GGML_API GGML_CALL void ggml_backend_cuda_get_device_memory(int device, size_t *
 GGML_API GGML_CALL bool ggml_backend_cuda_register_host_buffer(void * buffer, size_t size);
 GGML_API GGML_CALL void ggml_backend_cuda_unregister_host_buffer(void * buffer);
 
+GGML_API void ggml_backend_cuda_log_set_callback(ggml_log_callback log_callback, void * user_data);
 #ifdef  __cplusplus
 }
 #endif
diff --git a/ggml-cuda/alibi.cu b/ggml-cuda/alibi.cu
deleted file mode 100644
index 6c7f1fd95..000000000
--- a/ggml-cuda/alibi.cu
+++ /dev/null
@@ -1,63 +0,0 @@
-#include "alibi.cuh"
-
-static __global__ void alibi_f32(const float * x, float * dst, const int ncols, const int k_rows,
-                                 const int n_heads_log2_floor, const float m0, const float m1) {
-    const int col = blockDim.x*blockIdx.x + threadIdx.x;
-
-    if (col >= ncols) {
-        return;
-    }
-
-    const int row = blockDim.y*blockIdx.y + threadIdx.y;
-    const int i = row*ncols + col;
-
-    const int k = row/k_rows;
-
-    float m_k;
-    if (k < n_heads_log2_floor) {
-        m_k = powf(m0, k + 1);
-    } else {
-        m_k = powf(m1, 2 * (k - n_heads_log2_floor) + 1);
-    }
-
-    dst[i] = col * m_k + x[i];
-}
-
-static void alibi_f32_cuda(const float * x, float * dst, const int ncols, const int nrows,
-                           const int k_rows, const int n_heads_log2_floor, const float m0,
-                           const float m1, cudaStream_t stream) {
-    const dim3 block_dims(CUDA_ALIBI_BLOCK_SIZE, 1, 1);
-    const int num_blocks_x = (ncols + CUDA_ALIBI_BLOCK_SIZE - 1) / (CUDA_ALIBI_BLOCK_SIZE);
-    const dim3 block_nums(num_blocks_x, nrows, 1);
-    alibi_f32<<<block_nums, block_dims, 0, stream>>>(x, dst, ncols, k_rows, n_heads_log2_floor, m0, m1);
-}
-
-void ggml_cuda_op_alibi(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
-    const ggml_tensor * src0 = dst->src[0];
-    const float * src0_d = (const float *)src0->data;
-    float * dst_d = (float *)dst->data;
-    cudaStream_t stream = ctx.stream();
-
-    GGML_ASSERT(src0->type == GGML_TYPE_F32);
-    GGML_ASSERT( dst->type == GGML_TYPE_F32);
-
-    const int64_t ne00 = src0->ne[0];
-    const int64_t ne01 = src0->ne[1];
-    const int64_t ne02 = src0->ne[2];
-    const int64_t nrows = ggml_nrows(src0);
-
-    //const int n_past = ((int32_t *) dst->op_params)[0];
-    const int n_head = ((int32_t *) dst->op_params)[1];
-    float max_bias;
-    memcpy(&max_bias, (int32_t *) dst->op_params + 2, sizeof(float));
-
-    //GGML_ASSERT(ne01 + n_past == ne00);
-    GGML_ASSERT(n_head == ne02);
-
-    const int n_heads_log2_floor = 1 << (int) floor(log2(n_head));
-
-    const float m0 = powf(2.0f, -(max_bias) / n_heads_log2_floor);
-    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_heads_log2_floor);
-
-    alibi_f32_cuda(src0_d, dst_d, ne00, nrows, ne01, n_heads_log2_floor, m0, m1, stream);
-}
diff --git a/ggml-cuda/alibi.cuh b/ggml-cuda/alibi.cuh
deleted file mode 100644
index 630adfc7f..000000000
--- a/ggml-cuda/alibi.cuh
+++ /dev/null
@@ -1,5 +0,0 @@
-#include "common.cuh"
-
-#define CUDA_ALIBI_BLOCK_SIZE 32
-
-void ggml_cuda_op_alibi(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/clamp.cu b/ggml-cuda/clamp.cu
index 379ded042..8009a3e3d 100644
--- a/ggml-cuda/clamp.cu
+++ b/ggml-cuda/clamp.cu
@@ -31,5 +31,4 @@ void ggml_cuda_op_clamp(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     memcpy(&max, (float *) dst->op_params + 1, sizeof(float));
 
     clamp_f32_cuda(src0_d, dst_d, min, max, ggml_nelements(src0), stream);
-    CUDA_CHECK(cudaGetLastError());
 }
diff --git a/ggml-cuda/common.cuh b/ggml-cuda/common.cuh
index b2627b7b4..22872ca5c 100644
--- a/ggml-cuda/common.cuh
+++ b/ggml-cuda/common.cuh
@@ -19,6 +19,7 @@
 #include <cassert>
 #include <cfloat>
 #include <string>
+#include <vector>
 
 #if defined(GGML_USE_HIPBLAS)
 #include <hip/hip_runtime.h>
@@ -78,13 +79,8 @@
 #define cudaHostRegisterReadOnly hipHostRegisterReadOnly
 #define cudaHostUnregister hipHostUnregister
 #define cudaLaunchHostFunc hipLaunchHostFunc
-#ifdef GGML_HIP_UMA
-#define cudaMalloc hipMallocManaged
-#define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size)
-#else
 #define cudaMalloc hipMalloc
 #define cudaMallocHost(ptr, size) hipHostMalloc(ptr, size, hipHostMallocDefault)
-#endif
 #define cudaMemcpy hipMemcpy
 #define cudaMemcpyAsync hipMemcpyAsync
 #define cudaMemcpyPeerAsync hipMemcpyPeerAsync
@@ -233,122 +229,6 @@ typedef float dfloat; // dequantize float
 typedef float2 dfloat2;
 #endif //GGML_CUDA_F16
 
-[[noreturn]]
-static __device__ void no_device_code(
-    const char * file_name, const int line, const char * function_name, const int arch, const char * arch_list) {
-
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-    printf("%s:%d: ERROR: HIP kernel %s has no device code compatible with HIP arch %d.\n",
-           file_name, line, function_name, arch);
-    GGML_UNUSED(arch_list);
-#else
-    printf("%s:%d: ERROR: CUDA kernel %s has no device code compatible with CUDA arch %d. ggml-cuda.cu was compiled for: %s\n",
-           file_name, line, function_name, arch, arch_list);
-#endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-    __trap();
-
-    GGML_UNUSED(no_device_code); // suppress unused function warning
-}
-
-#ifdef __CUDA_ARCH__
-#define NO_DEVICE_CODE no_device_code(__FILE__, __LINE__, __FUNCTION__, __CUDA_ARCH__, STRINGIZE(__CUDA_ARCH_LIST__))
-#else
-#define NO_DEVICE_CODE //GGML_ASSERT(false && "NO_DEVICE_CODE not valid in host code.")
-#endif // __CUDA_ARCH__
-
-static __device__ __forceinline__ float warp_reduce_sum(float x) {
-#pragma unroll
-    for (int mask = 16; mask > 0; mask >>= 1) {
-        x += __shfl_xor_sync(0xffffffff, x, mask, 32);
-    }
-    return x;
-}
-
-static __device__ __forceinline__ float2 warp_reduce_sum(float2 a) {
-#pragma unroll
-    for (int mask = 16; mask > 0; mask >>= 1) {
-        a.x += __shfl_xor_sync(0xffffffff, a.x, mask, 32);
-        a.y += __shfl_xor_sync(0xffffffff, a.y, mask, 32);
-    }
-    return a;
-}
-
-static __device__ __forceinline__ half2 warp_reduce_sum(half2 a) {
-#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
-#pragma unroll
-   for (int mask = 16; mask > 0; mask >>= 1) {
-       a = __hadd2(a, __shfl_xor_sync(0xffffffff, a, mask, 32));
-   }
-   return a;
-#else
-   GGML_UNUSED(a);
-   NO_DEVICE_CODE;
-#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
-}
-
-static __device__ __forceinline__ float warp_reduce_max(float x) {
-#pragma unroll
-    for (int mask = 16; mask > 0; mask >>= 1) {
-        x = fmaxf(x, __shfl_xor_sync(0xffffffff, x, mask, 32));
-    }
-    return x;
-}
-
-static __device__ __forceinline__ half ggml_cuda_hmax(const half a, const half b) {
-#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
-
-#if CUDART_VERSION >= CUDART_HMAX
-    return __hmax(a, b);
-#else
-    return __half2float(a) > __half2float(b) ? a : b;
-#endif // CUDART_VERSION >= CUDART_HMAX
-
-#else
-    GGML_UNUSED(a);
-    GGML_UNUSED(b);
-    NO_DEVICE_CODE;
-#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX
-}
-static __device__ __forceinline__ half2 ggml_cuda_hmax2(const half2 a, const half2 b) {
-#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
-
-#if CUDART_VERSION >= CUDART_HMAX
-    return __hmax2(a, b);
-#else
-    half2 ret;
-    reinterpret_cast<half&>(ret.x) =  __low2float(a) >  __low2float(b) ?  __low2half(a) :  __low2half(b);
-    reinterpret_cast<half&>(ret.y) = __high2float(a) > __high2float(b) ? __high2half(a) : __high2half(b);
-    return ret;
-#endif // CUDART_VERSION >= CUDART_HMAX
-
-#else
-    GGML_UNUSED(a);
-    GGML_UNUSED(b);
-    NO_DEVICE_CODE;
-#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX
-}
-
-static __device__ __forceinline__ half2 warp_reduce_max(half2 x) {
-#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
-#pragma unroll
-   for (int mask = 16; mask > 0; mask >>= 1) {
-       x = ggml_cuda_hmax2(x, __shfl_xor_sync(0xffffffff, x, mask, 32));
-   }
-   return x;
-#else
-   GGML_UNUSED(x);
-   NO_DEVICE_CODE;
-#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
-}
-
-#if CUDART_VERSION < CUDART_HMASK
-static __device__ __forceinline__ uint32_t __hgt2_mask(const half2 a, const half2 b) {
-    const uint32_t mask_low  = 0x0000FFFF * (float( __low2half(a)) > float( __low2half(b)));
-    const uint32_t mask_high = 0xFFFF0000 * (float(__high2half(a)) > float(__high2half(b)));
-    return mask_low | mask_high;
-}
-#endif // CUDART_VERSION < 12000
-
 #if defined(GGML_USE_HIPBLAS)
 #define __CUDA_ARCH__ 1300
 
@@ -430,18 +310,179 @@ static __device__ __forceinline__ int __dp4a(const int a, const int b, int c) {
 #endif
     return c;
 }
+
+#if defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
+// __shfl_xor() for half2 was added in ROCm 5.6
+static __device__ __forceinline__ half2 __shfl_xor(half2 var, int laneMask, int width) {
+    typedef union half2_b32 {
+        half2 val;
+        int   b32;
+    } half2_b32_t;
+    half2_b32_t tmp;
+    tmp.val = var;
+    tmp.b32 = __shfl_xor(tmp.b32, laneMask, width);
+    return tmp.val;
+}
+#endif // defined(__HIP_PLATFORM_AMD__) && HIP_VERSION < 50600000
 #endif // defined(GGML_USE_HIPBLAS)
 
-#define FP16_AVAILABLE     defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__) ? \
-    defined(RDNA1) || defined(RDNA2) || defined(RDNA3) : __CUDA_ARCH__ >= CC_PASCAL
+#define FP16_AVAILABLE (defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) || __CUDA_ARCH__ >= CC_PASCAL
 
 #define FP16_MMA_AVAILABLE !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_VOLTA
 
+static bool fast_fp16_available(const int cc) {
+    return cc >= CC_PASCAL && cc != 610;
+}
+
+static bool fp16_mma_available(const int cc) {
+    return cc < CC_OFFSET_AMD && cc >= CC_VOLTA;
+}
+
+[[noreturn]]
+static __device__ void no_device_code(
+    const char * file_name, const int line, const char * function_name, const int arch, const char * arch_list) {
+
+#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+    printf("%s:%d: ERROR: HIP kernel %s has no device code compatible with HIP arch %d.\n",
+           file_name, line, function_name, arch);
+    GGML_UNUSED(arch_list);
+#else
+    printf("%s:%d: ERROR: CUDA kernel %s has no device code compatible with CUDA arch %d. ggml-cuda.cu was compiled for: %s\n",
+           file_name, line, function_name, arch, arch_list);
+#endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+    __trap();
+
+    GGML_UNUSED(no_device_code); // suppress unused function warning
+}
+
+#ifdef __CUDA_ARCH__
+#define NO_DEVICE_CODE no_device_code(__FILE__, __LINE__, __FUNCTION__, __CUDA_ARCH__, STRINGIZE(__CUDA_ARCH_LIST__))
+#else
+#define NO_DEVICE_CODE //GGML_ASSERT(false && "NO_DEVICE_CODE not valid in host code.")
+#endif // __CUDA_ARCH__
+
+static __device__ __forceinline__ float warp_reduce_sum(float x) {
+#pragma unroll
+    for (int mask = 16; mask > 0; mask >>= 1) {
+        x += __shfl_xor_sync(0xffffffff, x, mask, 32);
+    }
+    return x;
+}
+
+static __device__ __forceinline__ float2 warp_reduce_sum(float2 a) {
+#pragma unroll
+    for (int mask = 16; mask > 0; mask >>= 1) {
+        a.x += __shfl_xor_sync(0xffffffff, a.x, mask, 32);
+        a.y += __shfl_xor_sync(0xffffffff, a.y, mask, 32);
+    }
+    return a;
+}
+
+static __device__ __forceinline__ half2 warp_reduce_sum(half2 a) {
+#if FP16_AVAILABLE
+
+#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+#pragma unroll
+    for (int mask = 16; mask > 0; mask >>= 1) {
+        const half2 a_other = __shfl_xor_sync(0xffffffff, a, mask, 32);
+        reinterpret_cast<half&>(a.x) +=  __low2half(a_other);
+        reinterpret_cast<half&>(a.y) += __high2half(a_other);
+    }
+    return a;
+#else
+#pragma unroll
+    for (int mask = 16; mask > 0; mask >>= 1) {
+        a = __hadd2(a, __shfl_xor_sync(0xffffffff, a, mask, 32));
+    }
+    return a;
+#endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+
+#else
+    NO_DEVICE_CODE;
+    return a;
+#endif // FP16_AVAILABLE
+}
+
+static __device__ __forceinline__ float warp_reduce_max(float x) {
+#pragma unroll
+    for (int mask = 16; mask > 0; mask >>= 1) {
+        x = fmaxf(x, __shfl_xor_sync(0xffffffff, x, mask, 32));
+    }
+    return x;
+}
+
+static __device__ __forceinline__ half ggml_cuda_hmax(const half a, const half b) {
+#if FP16_AVAILABLE
+
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX
+    return __float2half(fmaxf(__half2float(a), __half2float(b)));
+#else
+    return __hmax(a, b);
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && CUDART_VERSION < CUDART_HMAX
+
+#else
+   NO_DEVICE_CODE;
+   GGML_UNUSED(b);
+   return a;
+#endif // FP16_AVAILABLE
+}
+
+static __device__ __forceinline__ half2 ggml_cuda_hmax2(const half2 a, const half2 b) {
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+
+#if CUDART_VERSION >= CUDART_HMAX
+    return __hmax2(a, b);
+#else
+    half2 ret;
+    reinterpret_cast<half&>(ret.x) = __float2half(fmaxf( __low2float(a),  __low2float(b)));
+    reinterpret_cast<half&>(ret.y) = __float2half(fmaxf(__high2float(a), __high2float(b)));
+    return ret;
+#endif // CUDART_VERSION >= CUDART_HMAX
+
+#else
+    GGML_UNUSED(a);
+    GGML_UNUSED(b);
+    NO_DEVICE_CODE;
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+}
+
+static __device__ __forceinline__ half2 warp_reduce_max(half2 x) {
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
+#pragma unroll
+   for (int mask = 16; mask > 0; mask >>= 1) {
+       x = ggml_cuda_hmax2(x, __shfl_xor_sync(0xffffffff, x, mask, 32));
+   }
+   return x;
+#else
+   GGML_UNUSED(x);
+   NO_DEVICE_CODE;
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)) && __CUDA_ARCH__ >= CC_PASCAL
+}
+
+#if CUDART_VERSION < CUDART_HMASK
+static __device__ __forceinline__ uint32_t __hgt2_mask(const half2 a, const half2 b) {
+    const uint32_t mask_low  = 0x0000FFFF * (float( __low2half(a)) > float( __low2half(b)));
+    const uint32_t mask_high = 0xFFFF0000 * (float(__high2half(a)) > float(__high2half(b)));
+    return mask_low | mask_high;
+}
+#endif // CUDART_VERSION < 12000
+
 // TODO: move to ggml-common.h
 static const __device__ int8_t kvalues_iq4nl[16] = {-127, -104, -83, -65, -49, -35, -22, -10, 1, 13, 25, 38, 53, 69, 89, 113};
 
 typedef void (*dequantize_kernel_t)(const void * vx, const int64_t ib, const int iqs, dfloat2 & v);
 
+static __device__ __forceinline__ float get_alibi_slope(
+    const float max_bias, const uint32_t h, const uint32_t n_head_log2, const float m0, const float m1
+) {
+    if (max_bias <= 0.0f) {
+        return 1.0f;
+    }
+    const float base = h < n_head_log2 ? m0 : m1;
+    const int   exph = h < n_head_log2 ? h + 1 : 2*(h - n_head_log2) + 1;
+
+    return powf(base, exph);
+}
 
 //////////////////////
 
@@ -526,6 +567,43 @@ struct ggml_tensor_extra_gpu {
     cudaEvent_t events[GGML_CUDA_MAX_DEVICES][GGML_CUDA_MAX_STREAMS]; // events for synchronizing multiple GPUs
 };
 
+
+#if (CUDART_VERSION >= 12000) && defined(GGML_CUDA_USE_GRAPHS)
+#define USE_CUDA_GRAPH
+#endif
+
+struct ggml_graph_node_properties {
+    void * node_address;
+    ggml_op node_op;
+    int64_t ne[GGML_MAX_DIMS];
+    size_t nb[GGML_MAX_DIMS];
+    void * src_address[GGML_MAX_SRC];
+};
+
+struct ggml_cuda_graph {
+#ifdef USE_CUDA_GRAPH
+    ~ggml_cuda_graph() {
+        if (instance != nullptr) {
+            CUDA_CHECK(cudaGraphExecDestroy(instance));
+        }
+        if (graph != nullptr) {
+            CUDA_CHECK(cudaGraphDestroy(graph));
+        }
+    }
+    cudaGraph_t graph = nullptr;
+    cudaGraphExec_t instance = nullptr;
+    size_t num_nodes = 0;
+    std::vector<cudaGraphNode_t> nodes;
+    std::vector<cudaKernelNodeParams> params;
+    bool disable_due_to_gpu_arch = false;
+    bool disable_due_to_too_many_updates = false;
+    bool disable_due_to_failed_graph_capture = false;
+    int number_consecutive_updates = 0;
+    std::vector<ggml_graph_node_properties> ggml_graph_properties;
+    std::vector<char **> updated_kernel_arg;
+#endif
+};
+
 struct ggml_backend_cuda_context {
     int device;
     std::string name;
@@ -534,6 +612,8 @@ struct ggml_backend_cuda_context {
     cudaStream_t streams[GGML_CUDA_MAX_DEVICES][GGML_CUDA_MAX_STREAMS] = { { nullptr } };
     cublasHandle_t cublas_handles[GGML_CUDA_MAX_DEVICES] = {nullptr};
 
+    std::unique_ptr<ggml_cuda_graph> cuda_graph;
+
     explicit ggml_backend_cuda_context(int device) :
         device(device),
         name(GGML_CUDA_NAME + std::to_string(device)) {
diff --git a/ggml-cuda/concat.cu b/ggml-cuda/concat.cu
index 2941d2f17..dac10ec36 100644
--- a/ggml-cuda/concat.cu
+++ b/ggml-cuda/concat.cu
@@ -1,15 +1,69 @@
 #include "concat.cuh"
 
-static __global__ void concat_f32(const float * x,const float * y, float * dst, const int ne0, const int ne02) {
+// contiguous kernels
+static __global__ void concat_f32_dim0(const float * x, const float * y, float * dst, const int ne0, const int ne00) {
     int nidx = threadIdx.x + blockIdx.x * blockDim.x;
     if (nidx >= ne0) {
         return;
     }
-    // operation
+
     int offset_dst =
         nidx +
         blockIdx.y * ne0 +
         blockIdx.z * ne0 * gridDim.y;
+
+    if (nidx < ne00) { // src0
+        int offset_src =
+            nidx +
+            blockIdx.y * ne00 +
+            blockIdx.z * ne00 * gridDim.y;
+        dst[offset_dst] = x[offset_src];
+    } else {
+        int offset_src =
+            (nidx - ne00) +
+            blockIdx.y * (ne0 - ne00) +
+            blockIdx.z * (ne0 - ne00) * gridDim.y;
+        dst[offset_dst] = y[offset_src];
+    }
+}
+
+static __global__ void concat_f32_dim1(const float * x, const float * y, float * dst, const int ne0, const int ne01) {
+    int nidx = threadIdx.x + blockIdx.x * blockDim.x;
+    if (nidx >= ne0) {
+        return;
+    }
+
+    int offset_dst =
+        nidx +
+        blockIdx.y * ne0 +
+        blockIdx.z * ne0 * gridDim.y;
+
+    if (blockIdx.y < ne01) { // src0
+        int offset_src =
+            nidx +
+            blockIdx.y * ne0 +
+            blockIdx.z * ne0 * ne01;
+        dst[offset_dst] = x[offset_src];
+    } else {
+        int offset_src =
+            nidx +
+            (blockIdx.y - ne01) * ne0 +
+            blockIdx.z * ne0 * (gridDim.y - ne01);
+        dst[offset_dst] = y[offset_src];
+    }
+}
+
+static __global__ void concat_f32_dim2(const float * x, const float * y, float * dst, const int ne0, const int ne02) {
+    int nidx = threadIdx.x + blockIdx.x * blockDim.x;
+    if (nidx >= ne0) {
+        return;
+    }
+
+    int offset_dst =
+        nidx +
+        blockIdx.y * ne0 +
+        blockIdx.z * ne0 * gridDim.y;
+
     if (blockIdx.z < ne02) { // src0
         int offset_src =
             nidx +
@@ -25,25 +79,118 @@ static __global__ void concat_f32(const float * x,const float * y, float * dst,
     }
 }
 
-static void concat_f32_cuda(const float * x, const float * y, float * dst, const int ne0, int ne1, int ne2, int ne02, cudaStream_t stream) {
+static void concat_f32_cuda(const float * x, const float * y, float * dst, int ne00, int ne01, int ne02, int ne0, int ne1, int ne2, int dim, cudaStream_t stream) {
     int num_blocks = (ne0 + CUDA_CONCAT_BLOCK_SIZE - 1) / CUDA_CONCAT_BLOCK_SIZE;
     dim3 gridDim(num_blocks, ne1, ne2);
-    concat_f32<<<gridDim, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(x, y, dst, ne0, ne02);
+    if (dim == 0) {
+        concat_f32_dim0<<<gridDim, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(x, y, dst, ne0, ne00);
+        return;
+    }
+    if (dim == 1) {
+        concat_f32_dim1<<<gridDim, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(x, y, dst, ne0, ne01);
+        return;
+    }
+    concat_f32_dim2<<<gridDim, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(x, y, dst, ne0, ne02);
 }
 
+// non-contiguous kernel (slow)
+static __global__ void concat_f32_non_cont(
+        const char * src0,
+        const char * src1,
+              char * dst,
+           int64_t   ne00,
+           int64_t   ne01,
+           int64_t   ne02,
+           int64_t   ne03,
+          uint64_t   nb00,
+          uint64_t   nb01,
+          uint64_t   nb02,
+          uint64_t   nb03,
+           int64_t /*ne10*/,
+           int64_t /*ne11*/,
+           int64_t /*ne12*/,
+           int64_t /*ne13*/,
+          uint64_t   nb10,
+          uint64_t   nb11,
+          uint64_t   nb12,
+          uint64_t   nb13,
+           int64_t   ne0,
+           int64_t /*ne1*/,
+           int64_t /*ne2*/,
+           int64_t /*ne3*/,
+          uint64_t   nb0,
+          uint64_t   nb1,
+          uint64_t   nb2,
+          uint64_t   nb3,
+          int32_t   dim) {
+    const int64_t i3 = blockIdx.z;
+    const int64_t i2 = blockIdx.y;
+    const int64_t i1 = blockIdx.x;
+
+    int64_t o[4] = {0, 0, 0, 0};
+    o[dim] = dim == 0 ? ne00 : (dim == 1 ? ne01 : (dim == 2 ? ne02 : ne03));
+
+    const float * x;
+
+    for (int i0 = threadIdx.x; i0 < ne0; i0 += blockDim.x) {
+        if (i0 < ne00 && i1 < ne01 && i2 < ne02 && i3 < ne03) {
+            x = (const float *)(src0 + (i3       )*nb03 + (i2       )*nb02 + (i1       )*nb01 + (i0       )*nb00);
+        } else {
+            x = (const float *)(src1 + (i3 - o[3])*nb13 + (i2 - o[2])*nb12 + (i1 - o[1])*nb11 + (i0 - o[0])*nb10);
+        }
+
+        float * y = (float *)(dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0);
+
+        *y = *x;
+    }
+}
+
+
 void ggml_cuda_op_concat(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     const ggml_tensor * src0 = dst->src[0];
     const ggml_tensor * src1 = dst->src[1];
-    const float * src0_d = (const float *)src0->data;
-    const float * src1_d = (const float *)src1->data;
-    float * dst_d = (float *)dst->data;
+
     cudaStream_t stream = ctx.stream();
 
+    const int32_t dim = ((int32_t *) dst->op_params)[0];
+
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT(src1->type == GGML_TYPE_F32);
-    GGML_ASSERT(dst->type == GGML_TYPE_F32);
+    GGML_ASSERT(dst->type  == GGML_TYPE_F32);
 
-    for (int i3 = 0; i3 < dst->ne[3]; i3++) {
-        concat_f32_cuda(src0_d + i3 * (src0->nb[3] / 4), src1_d + i3 * (src1->nb[3] / 4), dst_d + i3 * (dst->nb[3] / 4), dst->ne[0], dst->ne[1], dst->ne[2], src0->ne[2], stream);
+    if (ggml_is_contiguous(src0) && ggml_is_contiguous(src1)) {
+        const float * src0_d = (const float *)src0->data;
+        const float * src1_d = (const float *)src1->data;
+
+        float * dst_d = (float *)dst->data;
+
+        if (dim != 3) {
+            for (int i3 = 0; i3 < dst->ne[3]; i3++) {
+                concat_f32_cuda(
+                        src0_d + i3 * (src0->nb[3] / 4),
+                        src1_d + i3 * (src1->nb[3] / 4),
+                        dst_d + i3 * ( dst->nb[3] / 4),
+                        src0->ne[0], src0->ne[1], src0->ne[2],
+                        dst->ne[0],  dst->ne[1],  dst->ne[2], dim, stream);
+            }
+        } else {
+            const size_t size0 = ggml_nbytes(src0);
+            const size_t size1 = ggml_nbytes(src1);
+
+            CUDA_CHECK(cudaMemcpyAsync(dst_d,           src0_d, size0, cudaMemcpyDeviceToDevice, stream));
+            CUDA_CHECK(cudaMemcpyAsync(dst_d + size0/4, src1_d, size1, cudaMemcpyDeviceToDevice, stream));
+        }
+    } else {
+        dim3 grid_dim(dst->ne[1], dst->ne[2], dst->ne[3]);
+        concat_f32_non_cont<<<grid_dim, CUDA_CONCAT_BLOCK_SIZE, 0, stream>>>(
+                (const char *)src0->data,
+                (const char *)src1->data,
+                (      char *)dst->data,
+                src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3],
+                src0->nb[0], src0->nb[1], src0->nb[2], src0->nb[3],
+                src1->ne[0], src1->ne[1], src1->ne[2], src1->ne[3],
+                src1->nb[0], src1->nb[1], src1->nb[2], src1->nb[3],
+                dst->ne[0],  dst->ne[1],  dst->ne[2],  dst->ne[3],
+                dst->nb[0],  dst->nb[1],  dst->nb[2],  dst->nb[3], dim);
     }
 }
diff --git a/ggml-cuda/convert.cu b/ggml-cuda/convert.cu
index 75e50c985..c0a444707 100644
--- a/ggml-cuda/convert.cu
+++ b/ggml-cuda/convert.cu
@@ -131,7 +131,6 @@ static __global__ void dequantize_block_q2_K(const void * __restrict__ vx, dst_t
     const block_q2_K * x = (const block_q2_K *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t n   = tid/32;
     const int64_t l   = tid - 32*n;
     const int64_t is  = 8*n + l/16;
@@ -145,17 +144,6 @@ static __global__ void dequantize_block_q2_K(const void * __restrict__ vx, dst_t
     y[l+32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 2) & 3) - dmin * (x[i].scales[is+2] >> 4);
     y[l+64] = dall * (x[i].scales[is+4] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+4] >> 4);
     y[l+96] = dall * (x[i].scales[is+6] & 0xF) * ((q >> 6) & 3) - dmin * (x[i].scales[is+6] >> 4);
-#else
-    const int64_t is = tid/16;  // 0 or 1
-    const int64_t il = tid%16;  // 0...15
-    const uint8_t q = x[i].qs[il] >> (2*is);
-    dst_t * y = yy + i*QK_K + 16*is + il;
-    float dall = __low2half(x[i].dm);
-    float dmin = __high2half(x[i].dm);
-    y[ 0] = dall * (x[i].scales[is+0] & 0xF) * ((q >> 0) & 3) - dmin * (x[i].scales[is+0] >> 4);
-    y[32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+2] >> 4);
-#endif
-
 }
 
 template<typename dst_t>
@@ -164,7 +152,6 @@ static __global__ void dequantize_block_q3_K(const void * __restrict__ vx, dst_t
     const int64_t i = blockIdx.x;
     const block_q3_K * x = (const block_q3_K *) vx;
 
-#if QK_K == 256
     const int64_t r = threadIdx.x/4;
     const int64_t tid = r/2;
     const int64_t is0 = r%2;
@@ -188,31 +175,8 @@ static __global__ void dequantize_block_q3_K(const void * __restrict__ vx, dst_t
     const uint8_t * hm = x[i].hmask;
 
     for (int l = l0; l < l0+4; ++l) y[l] = dl * ((int8_t)((q[l] >> shift) & 3) - ((hm[l] & m) ? 0 : 4));
-#else
-    const int64_t tid = threadIdx.x;
-    const int64_t is  = tid/16;  // 0 or 1
-    const int64_t il  = tid%16;  // 0...15
-    const int64_t im  = il/8;    // 0...1
-    const int64_t in  = il%8;    // 0...7
-
-    dst_t * y = yy + i*QK_K + 16*is + il;
-
-    const uint8_t q = x[i].qs[il] >> (2*is);
-    const uint8_t h = x[i].hmask[in] >> (2*is + im);
-    const float   d = (float)x[i].d;
-
-    if (is == 0) {
-        y[ 0] = d * ((x[i].scales[0] & 0xF) - 8) * ((int8_t)((q >> 0) & 3) - ((h >> 0) & 1 ? 0 : 4));
-        y[32] = d * ((x[i].scales[1] & 0xF) - 8) * ((int8_t)((q >> 4) & 3) - ((h >> 4) & 1 ? 0 : 4));
-    } else {
-        y[ 0] = d * ((x[i].scales[0] >>  4) - 8) * ((int8_t)((q >> 0) & 3) - ((h >> 0) & 1 ? 0 : 4));
-        y[32] = d * ((x[i].scales[1] >>  4) - 8) * ((int8_t)((q >> 4) & 3) - ((h >> 4) & 1 ? 0 : 4));
-    }
-#endif
-
 }
 
-#if QK_K == 256
 static inline __device__ void get_scale_min_k4(int j, const uint8_t * q, uint8_t & d, uint8_t & m) {
     if (j < 4) {
         d = q[j] & 63; m = q[j + 4] & 63;
@@ -221,7 +185,6 @@ static inline __device__ void get_scale_min_k4(int j, const uint8_t * q, uint8_t
         m = (q[j+4] >>  4) | ((q[j-0] >> 6) << 4);
     }
 }
-#endif
 
 template<typename dst_t>
 static __global__ void dequantize_block_q4_K(const void * __restrict__ vx, dst_t * __restrict__ yy) {
@@ -229,7 +192,6 @@ static __global__ void dequantize_block_q4_K(const void * __restrict__ vx, dst_t
 
     const int64_t i = blockIdx.x;
 
-#if QK_K == 256
     // assume 32 threads
     const int64_t tid = threadIdx.x;
     const int64_t il  = tid/8;
@@ -253,15 +215,6 @@ static __global__ void dequantize_block_q4_K(const void * __restrict__ vx, dst_t
         y[l + 0] = d1 * (q[l] & 0xF) - m1;
         y[l +32] = d2 * (q[l] >>  4) - m2;
     }
-#else
-    const int64_t tid = threadIdx.x;
-    const uint8_t * q = x[i].qs;
-    dst_t * y = yy + i*QK_K;
-    const float d = (float)x[i].dm[0];
-    const float m = (float)x[i].dm[1];
-    y[tid+ 0] = d * (x[i].scales[0] & 0xF) * (q[tid] & 0xF) - m * (x[i].scales[0] >> 4);
-    y[tid+32] = d * (x[i].scales[1] & 0xF) * (q[tid] >>  4) - m * (x[i].scales[1] >> 4);
-#endif
 }
 
 template<typename dst_t>
@@ -270,7 +223,6 @@ static __global__ void dequantize_block_q5_K(const void * __restrict__ vx, dst_t
 
     const int64_t i = blockIdx.x;
 
-#if QK_K == 256
     // assume 64 threads - this is very slightly better than the one below
     const int64_t tid = threadIdx.x;
     const int64_t il  = tid/16;   // il is in 0...3
@@ -297,18 +249,6 @@ static __global__ void dequantize_block_q5_K(const void * __restrict__ vx, dst_t
     hm <<= 1;
     y[32] = d2 * ((ql[ 0] >>  4) + (qh[ 0] & hm ? 16 : 0)) - m2;
     y[33] = d2 * ((ql[ 1] >>  4) + (qh[ 1] & hm ? 16 : 0)) - m2;
-#else
-    const int64_t tid = threadIdx.x;
-    const uint8_t q = x[i].qs[tid];
-    const int64_t im = tid/8;  // 0...3
-    const int64_t in = tid%8;  // 0...7
-    const int64_t is = tid/16; // 0 or 1
-    const uint8_t h = x[i].qh[in] >> im;
-    const float d = x[i].d;
-    dst_t * y = yy + i*QK_K + tid;
-    y[ 0] = d * x[i].scales[is+0] * ((q & 0xF) - ((h >> 0) & 1 ? 0 : 16));
-    y[32] = d * x[i].scales[is+2] * ((q >>  4) - ((h >> 4) & 1 ? 0 : 16));
-#endif
 }
 
 template<typename dst_t>
@@ -316,7 +256,6 @@ static __global__ void dequantize_block_q6_K(const void * __restrict__ vx, dst_t
     const block_q6_K * x = (const block_q6_K *) vx;
 
     const int64_t i = blockIdx.x;
-#if QK_K == 256
 
     // assume 64 threads - this is very slightly better than the one below
     const int64_t tid = threadIdx.x;
@@ -336,24 +275,6 @@ static __global__ void dequantize_block_q6_K(const void * __restrict__ vx, dst_t
     y[32] = d * sc[2] * ((int8_t)((ql[32] & 0xF) | (((qh >> 2) & 3) << 4)) - 32);
     y[64] = d * sc[4] * ((int8_t)((ql[ 0]  >> 4) | (((qh >> 4) & 3) << 4)) - 32);
     y[96] = d * sc[6] * ((int8_t)((ql[32]  >> 4) | (((qh >> 6) & 3) << 4)) - 32);
-#else
-
-    // assume 32 threads
-    const int64_t tid = threadIdx.x;
-    const int64_t ip  = tid/16;         // 0 or 1
-    const int64_t il  = tid - 16*ip;    // 0...15
-
-    dst_t * y = yy + i*QK_K + 16*ip + il;
-
-    const float d = x[i].d;
-
-    const uint8_t   ql = x[i].ql[16*ip + il];
-    const uint8_t   qh = x[i].qh[il] >> (2*ip);
-    const int8_t  * sc = x[i].scales;
-
-    y[ 0] = d * sc[ip+0] * ((int8_t)((ql & 0xF) | (((qh >> 0) & 3) << 4)) - 32);
-    y[32] = d * sc[ip+2] * ((int8_t)((ql  >> 4) | (((qh >> 4) & 3) << 4)) - 32);
-#endif
 }
 
 template<typename dst_t>
@@ -363,7 +284,6 @@ static __global__ void dequantize_block_iq2_xxs(const void * __restrict__ vx, ds
     const block_iq2_xxs * x = (const block_iq2_xxs  *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -374,10 +294,6 @@ static __global__ void dequantize_block_iq2_xxs(const void * __restrict__ vx, ds
     const float d = (float)x[i].d * (0.5f + (aux32 >> 28)) * 0.25f;
     const uint8_t signs = ksigns_iq2xs[(aux32 >> 7*il) & 127];
     for (int j = 0; j < 8; ++j) y[j] = d * grid[j] * (signs & kmask_iq2xs[j] ? -1.f : 1.f);
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -387,7 +303,6 @@ static __global__ void dequantize_block_iq2_xs(const void * __restrict__ vx, dst
     const block_iq2_xs * x = (const block_iq2_xs *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -396,10 +311,6 @@ static __global__ void dequantize_block_iq2_xs(const void * __restrict__ vx, dst
     const float d = (float)x[i].d * (0.5f + ((x[i].scales[ib] >> 4*(il/2)) & 0xf)) * 0.25f;
     const uint8_t signs = ksigns_iq2xs[q2[il] >> 9];
     for (int j = 0; j < 8; ++j) y[j] = d * grid[j] * (signs & kmask_iq2xs[j] ? -1.f : 1.f);
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -409,7 +320,6 @@ static __global__ void dequantize_block_iq2_s(const void * __restrict__ vx, dst_
     const block_iq2_s * x = (const block_iq2_s *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -417,10 +327,6 @@ static __global__ void dequantize_block_iq2_s(const void * __restrict__ vx, dst_
     const float d = (float)x[i].d * (0.5f + ((x[i].scales[ib] >> 4*(il/2)) & 0xf)) * 0.25f;
     const uint8_t signs = x[i].qs[QK_K/8+4*ib+il];
     for (int j = 0; j < 8; ++j) y[j] = d * grid[j] * (signs & kmask_iq2xs[j] ? -1.f : 1.f);
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -430,7 +336,6 @@ static __global__ void dequantize_block_iq3_xxs(const void * __restrict__ vx, ds
     const block_iq3_xxs * x = (const block_iq3_xxs  *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -445,10 +350,6 @@ static __global__ void dequantize_block_iq3_xxs(const void * __restrict__ vx, ds
         y[j+0] = d * grid1[j] * (signs & kmask_iq2xs[j+0] ? -1.f : 1.f);
         y[j+4] = d * grid2[j] * (signs & kmask_iq2xs[j+4] ? -1.f : 1.f);
     }
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -458,7 +359,6 @@ static __global__ void dequantize_block_iq3_s(const void * __restrict__ vx, dst_
     const block_iq3_s * x = (const block_iq3_s *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -471,10 +371,6 @@ static __global__ void dequantize_block_iq3_s(const void * __restrict__ vx, dst_
         y[j+0] = d * grid1[j] * (signs & kmask_iq2xs[j+0] ? -1.f : 1.f);
         y[j+4] = d * grid2[j] * (signs & kmask_iq2xs[j+4] ? -1.f : 1.f);
     }
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -484,7 +380,6 @@ static __global__ void dequantize_block_iq1_s(const void * __restrict__ vx, dst_
     const block_iq1_s * x = (const block_iq1_s  *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -497,10 +392,6 @@ static __global__ void dequantize_block_iq1_s(const void * __restrict__ vx, dst_
     for (int j = 0; j < 8; ++j) {
         y[j] = d * (q[j] + delta);
     }
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
 template<typename dst_t>
@@ -510,7 +401,6 @@ static __global__ void dequantize_block_iq1_m(const void * __restrict__ vx, dst_
     const block_iq1_m * x = (const block_iq1_m  *) vx;
 
     const int64_t tid = threadIdx.x;
-#if QK_K == 256
     const int64_t il = tid/8; // 0...3
     const int64_t ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -527,13 +417,8 @@ static __global__ void dequantize_block_iq1_m(const void * __restrict__ vx, dst_
     for (int j = 0; j < 8; ++j) {
         y[j] = d * (q[j] + delta);
     }
-#else
-    NO_DEVICE_CODE;
-#endif
-
 }
 
-
 template<typename dst_t>
 static __global__ void dequantize_block_iq4_nl(const void * __restrict__ vx, dst_t * __restrict__ yy) {
 
@@ -550,10 +435,8 @@ static __global__ void dequantize_block_iq4_nl(const void * __restrict__ vx, dst
         y[j+ 0] = d * kvalues_iq4nl[q4[j] & 0xf];
         y[j+16] = d * kvalues_iq4nl[q4[j] >>  4];
     }
-
 }
 
-#if QK_K != 64
 template<typename dst_t>
 static __global__ void dequantize_block_iq4_xs(const void * __restrict__ vx, dst_t * __restrict__ yy) {
     const int64_t i   = blockIdx.x;
@@ -570,7 +453,6 @@ static __global__ void dequantize_block_iq4_xs(const void * __restrict__ vx, dst
         y[j+16] = d * kvalues_iq4nl[q4[j] >>  4];
     }
 }
-#endif
 
 template <int qk, int qr, dequantize_kernel_t dequantize_kernel, typename dst_t>
 static void dequantize_block_cuda(const void * __restrict__ vx, dst_t * __restrict__ y, const int64_t k, cudaStream_t stream) {
@@ -592,21 +474,13 @@ static void dequantize_block_q8_0_f16_cuda(const void * __restrict__ vx, half *
 template<typename dst_t>
 static void dequantize_row_q2_K_cuda(const void * vx, dst_t * y, const int64_t k, cudaStream_t stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     dequantize_block_q2_K<<<nb, 64, 0, stream>>>(vx, y);
-#else
-    dequantize_block_q2_K<<<nb, 32, 0, stream>>>(vx, y);
-#endif
 }
 
 template<typename dst_t>
 static void dequantize_row_q3_K_cuda(const void * vx, dst_t * y, const int64_t k, cudaStream_t stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     dequantize_block_q3_K<<<nb, 64, 0, stream>>>(vx, y);
-#else
-    dequantize_block_q3_K<<<nb, 32, 0, stream>>>(vx, y);
-#endif
 }
 
 template<typename dst_t>
@@ -632,21 +506,13 @@ static void dequantize_row_q4_K_cuda(const void * vx, dst_t * y, const int64_t k
 template<typename dst_t>
 static void dequantize_row_q5_K_cuda(const void * vx, dst_t * y, const int64_t k, cudaStream_t stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     dequantize_block_q5_K<<<nb, 64, 0, stream>>>(vx, y);
-#else
-    dequantize_block_q5_K<<<nb, 32, 0, stream>>>(vx, y);
-#endif
 }
 
 template<typename dst_t>
 static void dequantize_row_q6_K_cuda(const void * vx, dst_t * y, const int64_t k, cudaStream_t stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     dequantize_block_q6_K<<<nb, 64, 0, stream>>>(vx, y);
-#else
-    dequantize_block_q6_K<<<nb, 32, 0, stream>>>(vx, y);
-#endif
 }
 
 template<typename dst_t>
@@ -700,11 +566,7 @@ static void dequantize_row_iq1_m_cuda(const void * vx, dst_t * y, const int64_t
 template<typename dst_t>
 static void dequantize_row_iq4_xs_cuda(const void * vx, dst_t * y, const int64_t k, cudaStream_t stream) {
     const int nb = (k + QK_K - 1) / QK_K;
-#if QK_K == 64
-    dequantize_block_iq4_nl<<<nb, 32, 0, stream>>>(vx, y);
-#else
     dequantize_block_iq4_xs<<<nb, 32, 0, stream>>>(vx, y);
-#endif
 }
 
 template <typename src_t, typename dst_t>
@@ -727,7 +589,6 @@ static void convert_unary_cuda(const void * __restrict__ vx, dst_t * __restrict_
 }
 
 to_fp16_cuda_t ggml_get_to_fp16_cuda(ggml_type type) {
-    int id;
     switch (type) {
         case GGML_TYPE_Q4_0:
             return dequantize_row_q4_0_cuda;
@@ -738,8 +599,7 @@ to_fp16_cuda_t ggml_get_to_fp16_cuda(ggml_type type) {
         case GGML_TYPE_Q5_1:
             return dequantize_block_cuda<QK5_1, QR5_1, dequantize_q5_1>;
         case GGML_TYPE_Q8_0:
-            CUDA_CHECK(cudaGetDevice(&id));
-            if (ggml_cuda_info().devices[id].cc >= CC_PASCAL) {
+            if (ggml_cuda_info().devices[ggml_cuda_get_device()].cc >= CC_PASCAL) {
                 return dequantize_block_q8_0_f16_cuda;
             }
             return dequantize_block_cuda<QK8_0, QR8_0, dequantize_q8_0>;
diff --git a/ggml-cuda/cpy.cu b/ggml-cuda/cpy.cu
index 16d9c8fff..12d741f01 100644
--- a/ggml-cuda/cpy.cu
+++ b/ggml-cuda/cpy.cu
@@ -459,3 +459,32 @@ void ggml_cuda_dup(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     const ggml_tensor * src0 = dst->src[0];
     ggml_cuda_cpy(ctx, src0, dst);
 }
+
+void* ggml_cuda_cpy_fn(const ggml_tensor * src0, ggml_tensor * src1) {
+    if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_F32) {
+            return (void*) cpy_f32_f16<cpy_1_f32_f32>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_F16) {
+            return (void*) cpy_f32_f16<cpy_1_f32_f16>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_Q8_0) {
+            return (void*) cpy_f32_q<cpy_blck_f32_q8_0, QK8_0>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_Q4_0) {
+            return (void*) cpy_f32_q<cpy_blck_f32_q4_0, QK4_0>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_Q4_1) {
+            return (void*) cpy_f32_q<cpy_blck_f32_q4_1, QK4_1>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_Q5_0) {
+            return (void*) cpy_f32_q<cpy_blck_f32_q5_0, QK5_0>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_IQ4_NL) {
+            return (void*) cpy_f32_q<cpy_blck_f32_iq4_nl, QK4_NL>;
+    } else if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_Q5_1) {
+            return (void*) cpy_f32_q<cpy_blck_f32_q5_1, QK5_1>;
+    } else if (src0->type == GGML_TYPE_F16 && src1->type == GGML_TYPE_F16) {
+            return (void*) cpy_f32_f16<cpy_1_f32_f16>;
+    } else if (src0->type == GGML_TYPE_F16 && src1->type == GGML_TYPE_F32) {
+            return (void*) cpy_f32_f16<cpy_1_f16_f32>;
+    } else {
+        fprintf(stderr, "%s: unsupported type combination (%s to %s)\n", __func__,
+                ggml_type_name(src0->type), ggml_type_name(src1->type));
+        GGML_ASSERT(false);
+    }
+}
+
diff --git a/ggml-cuda/cpy.cuh b/ggml-cuda/cpy.cuh
index f0b2c453b..796167426 100644
--- a/ggml-cuda/cpy.cuh
+++ b/ggml-cuda/cpy.cuh
@@ -5,3 +5,5 @@
 void ggml_cuda_cpy(ggml_backend_cuda_context & ctx, const ggml_tensor * src0, ggml_tensor * src1);
 
 void ggml_cuda_dup(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
+
+void* ggml_cuda_cpy_fn(const ggml_tensor * src0, ggml_tensor * src1);
diff --git a/ggml-cuda/dmmv.cu b/ggml-cuda/dmmv.cu
index 7313e3e17..47d4d5d9e 100644
--- a/ggml-cuda/dmmv.cu
+++ b/ggml-cuda/dmmv.cu
@@ -22,7 +22,6 @@ static __global__ void dequantize_mul_mat_vec_q2_k(const void * __restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
     const int tid = threadIdx.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...15
     const int ix  = threadIdx.x%K_QUANTS_PER_ITERATION;  // 0 or 0,1
 
@@ -71,37 +70,6 @@ static __global__ void dequantize_mul_mat_vec_q2_k(const void * __restrict__ vx,
         tmp += dall * sum1 - dmin * sum2;
 
     }
-#else
-    const int tid = threadIdx.x/(2*K_QUANTS_PER_ITERATION);  // 0...15 or 0...7
-    const int ix  = threadIdx.x%(2*K_QUANTS_PER_ITERATION);  // 0....1 or 0...3
-    const int offset = tid * K_QUANTS_PER_ITERATION;
-
-    uint32_t uaux[2];
-    const uint8_t * d = (const uint8_t *)uaux;
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y = yy + i * QK_K + offset;
-        const uint8_t * q = x[i].qs + offset;
-        const uint32_t * s = (const uint32_t *)x[i].scales;
-
-        uaux[0] = s[0] & 0x0f0f0f0f;
-        uaux[1] = (s[0] >> 4) & 0x0f0f0f0f;
-
-        const float2 dall = __half22float2(x[i].dm);
-
-        float sum1 = 0, sum2 = 0;
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            const uint8_t ql = q[l];
-            sum1 += y[l+ 0] * d[0] * ((ql >> 0) & 3)
-                  + y[l+16] * d[1] * ((ql >> 2) & 3)
-                  + y[l+32] * d[2] * ((ql >> 4) & 3)
-                  + y[l+48] * d[3] * ((ql >> 6) & 3);
-            sum2 += y[l+0] * d[4] + y[l+16] * d[5] + y[l+32] * d[6] + y[l+48] * d[7];
-        }
-        tmp += dall.x * sum1 - dall.y * sum2;
-    }
-#endif
 
     // sum up partial sums and write back result
     tmp = warp_reduce_sum(tmp);
@@ -123,8 +91,6 @@ static __global__ void dequantize_mul_mat_vec_q3_k(const void * __restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
-
     const uint16_t kmask1 = 0x0303;
     const uint16_t kmask2 = 0x0f0f;
 
@@ -175,34 +141,6 @@ static __global__ void dequantize_mul_mat_vec_q3_k(const void * __restrict__ vx,
         tmp += d * sum;
 
     }
-#else
-
-    const int tid = threadIdx.x/(2*K_QUANTS_PER_ITERATION);  // 0...15 or 0...7
-    const int ix  = threadIdx.x%(2*K_QUANTS_PER_ITERATION);  // 0....1 or 0...3
-    const int offset = tid * K_QUANTS_PER_ITERATION;         // 0...15 or 0...14
-    const int in = offset/8;                                 // 0 or 1
-    const int im = offset%8;                                 // 0...7
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y = yy + i * QK_K + offset;
-        const uint8_t * q = x[i].qs + offset;
-        const uint8_t * s = x[i].scales;
-
-        const float dall = (float)x[i].d;
-
-        float sum = 0;
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            const uint8_t hl = x[i].hmask[im+l] >> in;
-            const uint8_t ql = q[l];
-            sum += y[l+ 0] * dall * ((s[0] & 0xF) - 8) * ((int8_t)((ql >> 0) & 3) - ((hl >> 0) & 1 ? 0 : 4))
-                 + y[l+16] * dall * ((s[0] >>  4) - 8) * ((int8_t)((ql >> 2) & 3) - ((hl >> 2) & 1 ? 0 : 4))
-                 + y[l+32] * dall * ((s[1] & 0xF) - 8) * ((int8_t)((ql >> 4) & 3) - ((hl >> 4) & 1 ? 0 : 4))
-                 + y[l+48] * dall * ((s[1] >>  4) - 8) * ((int8_t)((ql >> 6) & 3) - ((hl >> 6) & 1 ? 0 : 4));
-        }
-        tmp += sum;
-    }
-#endif
 
     // sum up partial sums and write back result
     tmp = warp_reduce_sum(tmp);
@@ -221,7 +159,6 @@ static __global__ void dequantize_mul_mat_vec_q4_k(const void * __restrict__ vx,
 
     const block_q4_K * x = (const block_q4_K *)vx + ib0;
 
-#if QK_K == 256
     const uint16_t kmask1 = 0x3f3f;
     const uint16_t kmask2 = 0x0f0f;
     const uint16_t kmask3 = 0xc0c0;
@@ -306,36 +243,6 @@ static __global__ void dequantize_mul_mat_vec_q4_k(const void * __restrict__ vx,
 #endif
 
     }
-#else
-    const int tid = threadIdx.x/(2*K_QUANTS_PER_ITERATION);  // 0...15
-    const int ix  = threadIdx.x%(2*K_QUANTS_PER_ITERATION);
-
-    const int step = tid * K_QUANTS_PER_ITERATION;
-
-    uint16_t aux16[2];
-    const uint8_t * s = (const uint8_t *)aux16;
-
-    float tmp = 0;
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-        const uint8_t * q = x[i].qs + step;
-        const float   * y = yy + i*QK_K + step;
-        const uint16_t * a = (const uint16_t *)x[i].scales;
-        aux16[0] = a[0] & 0x0f0f;
-        aux16[1] = (a[0] >> 4) & 0x0f0f;
-        const float d = (float)x[i].dm[0];
-        const float m = (float)x[i].dm[1];
-        float sum = 0.f;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            sum += y[j+ 0] * (d * s[0] * (q[j+ 0] & 0xF) - m * s[2])
-                 + y[j+16] * (d * s[0] * (q[j+16] & 0xF) - m * s[2])
-                 + y[j+32] * (d * s[1] * (q[j+ 0] >>  4) - m * s[3])
-                 + y[j+48] * (d * s[1] * (q[j+16] >>  4) - m * s[3]);
-        }
-        tmp += sum;
-    }
-
-#endif
 
     // sum up partial sums and write back result
     tmp = warp_reduce_sum(tmp);
@@ -355,7 +262,6 @@ static __global__ void dequantize_mul_mat_vec_q5_k(const void * __restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
     const uint16_t kmask1 = 0x3f3f;
     const uint16_t kmask2 = 0x0f0f;
     const uint16_t kmask3 = 0xc0c0;
@@ -426,30 +332,6 @@ static __global__ void dequantize_mul_mat_vec_q5_k(const void * __restrict__ vx,
         tmp += dall * (sum.x * sc[0] + sum.y * sc[1] + sum.z * sc[4] + sum.w * sc[5]) - dmin * smin;
     }
 
-#else
-    const int tid = threadIdx.x/(2*K_QUANTS_PER_ITERATION);  // 0...15
-    const int ix  = threadIdx.x%(2*K_QUANTS_PER_ITERATION);
-    const int step = tid * K_QUANTS_PER_ITERATION;
-    const int im = step/8;
-    const int in = step%8;
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-        const uint8_t * q = x[i].qs + step;
-        const int8_t  * s = x[i].scales;
-        const float   * y = yy + i*QK_K + step;
-        const float     d = x[i].d;
-        float sum = 0.f;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            const uint8_t h = x[i].qh[in+j] >> im;
-            sum += y[j+ 0] * d * s[0] * ((q[j+ 0] & 0xF) - ((h >> 0) & 1 ? 0 : 16))
-                 + y[j+16] * d * s[1] * ((q[j+16] & 0xF) - ((h >> 2) & 1 ? 0 : 16))
-                 + y[j+32] * d * s[2] * ((q[j+ 0] >>  4) - ((h >> 4) & 1 ? 0 : 16))
-                 + y[j+48] * d * s[3] * ((q[j+16] >>  4) - ((h >> 6) & 1 ? 0 : 16));
-        }
-        tmp += sum;
-    }
-#endif
-
     // sum up partial sums and write back result
     tmp = warp_reduce_sum(tmp);
 
@@ -470,8 +352,6 @@ static __global__ void dequantize_mul_mat_vec_q6_k(const void * __restrict__ vx,
 
     const block_q6_K * x = (const block_q6_K *)vx + ib0;
 
-#if QK_K == 256
-
     const int tid = threadIdx.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
     const int ix  = threadIdx.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
 
@@ -526,37 +406,6 @@ static __global__ void dequantize_mul_mat_vec_q6_k(const void * __restrict__ vx,
 
     }
 
-#else
-
-    const int tid = threadIdx.x/(2*K_QUANTS_PER_ITERATION);  // 0...7
-    const int ix  = threadIdx.x%(2*K_QUANTS_PER_ITERATION);  // 0...3
-
-    const int step = tid * K_QUANTS_PER_ITERATION;
-
-    float tmp = 0; // partial sum for thread in warp
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y  = yy + i * QK_K + step;
-        const uint8_t * ql = x[i].ql + step;
-        const uint8_t * qh = x[i].qh + step;
-        const int8_t  * s  = x[i].scales;
-
-        const float d = x[i+0].d;
-
-        float sum = 0;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            sum += y[j+ 0] * s[0] * d * ((int8_t)((ql[j+ 0] & 0xF) | ((qh[j] & 0x03) << 4)) - 32)
-                 + y[j+16] * s[1] * d * ((int8_t)((ql[j+16] & 0xF) | ((qh[j] & 0x0c) << 2)) - 32)
-                 + y[j+32] * s[2] * d * ((int8_t)((ql[j+ 0] >>  4) | ((qh[j] & 0x30) >> 0)) - 32)
-                 + y[j+48] * s[3] * d * ((int8_t)((ql[j+16] >>  4) | ((qh[j] & 0xc0) >> 2)) - 32);
-        }
-        tmp += sum;
-
-    }
-
-#endif
-
     // sum up partial sums and write back result
     tmp = warp_reduce_sum(tmp);
 
diff --git a/ggml-cuda/fattn-common.cuh b/ggml-cuda/fattn-common.cuh
new file mode 100644
index 000000000..1dd519bde
--- /dev/null
+++ b/ggml-cuda/fattn-common.cuh
@@ -0,0 +1,162 @@
+#include "common.cuh"
+
+#include <cstdint>
+
+#define FATTN_KQ_STRIDE       256
+#define HALF_MAX_HALF         __float2half(65504.0f/2) // Use neg. of this instead of -INFINITY to initialize KQ max vals to avoid NaN upon subtraction.
+#define SOFTMAX_FTZ_THRESHOLD -20.0f                   // Softmax exp. of values smaller than this are flushed to zero to avoid NaNs.
+
+typedef void (* fattn_kernel_t)(
+        const char * __restrict__ Q,
+        const char * __restrict__ K,
+        const char * __restrict__ V,
+        const char * __restrict__ mask,
+        float      * __restrict__ dst,
+        float2     * __restrict__ dst_meta,
+        const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
+        const int ne00,
+        const int ne01,
+        const int ne02,
+        const int ne03,
+        const int ne10,
+        const int ne11,
+        const int ne12,
+        const int ne13,
+        const int ne31,
+        const int nb31,
+        const int nb01,
+        const int nb02,
+        const int nb03,
+        const int nb11,
+        const int nb12,
+        const int nb13,
+        const int ne0,
+        const int ne1,
+        const int ne2,
+        const int ne3);
+
+template<int D, int parallel_blocks> // D == head size
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+__launch_bounds__(D, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+static __global__ void flash_attn_combine_results(
+        const float  * __restrict__ VKQ_parts,
+        const float2 * __restrict__ VKQ_meta,
+        float * __restrict__ dst) {
+    VKQ_parts += parallel_blocks*D * gridDim.y*blockIdx.x;
+    VKQ_meta  += parallel_blocks   * gridDim.y*blockIdx.x;
+    dst       +=                 D * gridDim.y*blockIdx.x;
+
+    const int tid = threadIdx.x;
+    __builtin_assume(tid < D);
+
+    __shared__ float2 meta[parallel_blocks];
+    if (tid < 2*parallel_blocks) {
+        ((float *) meta)[threadIdx.x] = ((const float *)VKQ_meta) [blockIdx.y*(2*parallel_blocks) + tid];
+    }
+
+    __syncthreads();
+
+    float kqmax = meta[0].x;
+#pragma unroll
+    for (int l = 1; l < parallel_blocks; ++l) {
+        kqmax = max(kqmax, meta[l].x);
+    }
+
+    float VKQ_numerator   = 0.0f;
+    float VKQ_denominator = 0.0f;
+#pragma unroll
+    for (int l = 0; l < parallel_blocks; ++l) {
+        const float diff = meta[l].x - kqmax;
+        const float KQ_max_scale = expf(diff);
+        const uint32_t ftz_mask = 0xFFFFFFFF * (diff > SOFTMAX_FTZ_THRESHOLD);
+        *((uint32_t *) &KQ_max_scale) &= ftz_mask;
+
+        VKQ_numerator   += KQ_max_scale * VKQ_parts[l*gridDim.y*D + blockIdx.y*D + tid];
+        VKQ_denominator += KQ_max_scale * meta[l].y;
+    }
+
+    dst[blockIdx.y*D + tid] = VKQ_numerator / VKQ_denominator;
+}
+
+template <int D, int parallel_blocks>
+void launch_fattn(ggml_backend_cuda_context & ctx, ggml_tensor * dst, fattn_kernel_t fattn_kernel, int nwarps, int cols_per_block) {
+    const ggml_tensor * Q = dst->src[0];
+    const ggml_tensor * K = dst->src[1];
+    const ggml_tensor * V = dst->src[2];
+
+    const ggml_tensor * mask = dst->src[3];
+
+    ggml_tensor * KQV = dst;
+
+    GGML_ASSERT(Q->type == GGML_TYPE_F32);
+    GGML_ASSERT(K->type == GGML_TYPE_F16);
+    GGML_ASSERT(V->type == GGML_TYPE_F16);
+    GGML_ASSERT(KQV->type == GGML_TYPE_F32);
+
+    GGML_ASSERT(!mask || mask->type == GGML_TYPE_F16);
+    GGML_ASSERT(!mask || mask->ne[1] >= GGML_PAD(Q->ne[1], 16) &&
+                                "the Flash-Attention CUDA kernel requires the mask to be padded to 16 and at least n_queries big");
+
+    GGML_ASSERT(K->ne[1] % FATTN_KQ_STRIDE == 0 && "Incorrect KV cache padding.");
+
+    ggml_cuda_pool & pool = ctx.pool();
+    cudaStream_t main_stream = ctx.stream();
+
+    ggml_cuda_pool_alloc<float>  dst_tmp(pool);
+    ggml_cuda_pool_alloc<float2> dst_tmp_meta(pool);
+
+    if (parallel_blocks > 1) {
+        dst_tmp.alloc(parallel_blocks*ggml_nelements(KQV));
+        dst_tmp_meta.alloc(parallel_blocks*ggml_nrows(KQV));
+    }
+
+    const dim3 block_dim(WARP_SIZE, nwarps, 1);
+    const dim3 blocks_num(parallel_blocks*((Q->ne[1] + cols_per_block - 1) / cols_per_block), Q->ne[2], Q->ne[3]);
+    const int  shmem = 0;
+
+    float scale    = 1.0f;
+    float max_bias = 0.0f;
+
+    memcpy(&scale,    (float *) KQV->op_params + 0, sizeof(float));
+    memcpy(&max_bias, (float *) KQV->op_params + 1, sizeof(float));
+
+    const uint32_t n_head      = Q->ne[2];
+    const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head));
+
+    const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
+    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
+
+    fattn_kernel<<<blocks_num, block_dim, shmem, main_stream>>>(
+        (const char *) Q->data,
+        (const char *) K->data,
+        (const char *) V->data,
+        mask ? ((const char *) mask->data) : nullptr,
+        (parallel_blocks) == 1 ? (float *) KQV->data : dst_tmp.ptr, dst_tmp_meta.ptr,
+        scale, max_bias, m0, m1, n_head_log2,
+        Q->ne[0], Q->ne[1], Q->ne[2], Q->ne[3],
+        K->ne[0], K->ne[1], K->ne[2], K->ne[3],
+        mask ? mask->ne[1] : 0, mask ?  mask->nb[1] : 0,
+        Q->nb[1], Q->nb[2], Q->nb[3],
+        K->nb[1], K->nb[2], K->nb[3],
+        KQV->ne[0], KQV->ne[1], KQV->ne[2], KQV->ne[3]
+    );
+    CUDA_CHECK(cudaGetLastError());
+
+    if ((parallel_blocks) == 1) {
+        return;
+    }
+
+    const dim3 block_dim_combine(D, 1, 1);
+    const dim3 blocks_num_combine(Q->ne[1], blocks_num.y, blocks_num.z);
+    const int  shmem_combine = 0;
+
+    flash_attn_combine_results<D, parallel_blocks>
+        <<<blocks_num_combine, block_dim_combine, shmem_combine, main_stream>>>
+        (dst_tmp.ptr, dst_tmp_meta.ptr, (float *) KQV->data);
+    CUDA_CHECK(cudaGetLastError());
+}
diff --git a/ggml-cuda/fattn-tile-f16.cu b/ggml-cuda/fattn-tile-f16.cu
new file mode 100644
index 000000000..cdb5eaff7
--- /dev/null
+++ b/ggml-cuda/fattn-tile-f16.cu
@@ -0,0 +1,316 @@
+#include "common.cuh"
+#include "fattn-common.cuh"
+#include "fattn-tile-f16.cuh"
+
+#define FATTN_KQ_STRIDE_TILE_F16 64
+
+template<int D, int ncols, int nwarps, int parallel_blocks> // D == head size
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+__launch_bounds__(nwarps*WARP_SIZE, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+static __global__ void flash_attn_tile_ext_f16(
+        const char * __restrict__ Q,
+        const char * __restrict__ K,
+        const char * __restrict__ V,
+        const char * __restrict__ mask,
+        float      * __restrict__ dst,
+        float2     * __restrict__ dst_meta,
+        const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
+        const int ne00,
+        const int ne01,
+        const int ne02,
+        const int ne03,
+        const int ne10,
+        const int ne11,
+        const int ne12,
+        const int ne13,
+        const int ne31,
+        const int nb31,
+        const int nb01,
+        const int nb02,
+        const int nb03,
+        const int nb11,
+        const int nb12,
+        const int nb13,
+        const int ne0,
+        const int ne1,
+        const int ne2,
+        const int ne3) {
+#if FP16_AVAILABLE
+    //In this kernel Q, K, V are matrices while i, j, k are matrix indices.
+
+    const int ic0 = (blockIdx.x / parallel_blocks) * ncols; // Index of the Q/QKV column to work on.
+    const int ip  =  blockIdx.x % parallel_blocks; // Index in group of blocks running for the same column in parallel.
+
+    const int gqa_ratio = ne02 / ne12; // With grouped query attention there are > 1 Q matrices per K, V matrix.
+    const float2 * Q_f2  = (const float2 *) (Q    + nb02* blockIdx.y              + nb01*ic0);
+    const half2  * K_h2  = (const half2  *) (K    + nb12*(blockIdx.y / gqa_ratio));
+    const half2  * V_h2  = (const half2  *) (V    + nb12*(blockIdx.y / gqa_ratio)); // K and V have same shape
+    const half   * maskh = (const half   *)  mask + ne11*ic0;
+
+    const int stride_KV2 = nb11 / sizeof(half2);
+
+    const float slopef = get_alibi_slope(max_bias, blockIdx.y, n_head_log2, m0, m1);
+    const half  slopeh = __float2half(slopef);
+
+    static_assert(D % (2*WARP_SIZE) == 0, "D not divisible by 2*WARP_SIZE == 64.");
+
+    __shared__ half KQ[ncols*FATTN_KQ_STRIDE_TILE_F16];
+    half2 * KQ2 = (half2 *) KQ;
+
+    __shared__ half2 KV_tmp[FATTN_KQ_STRIDE_TILE_F16][D/2 + 1]; // Pad D to avoid memory bank conflicts.
+
+    half kqmax[ncols/nwarps];
+#pragma unroll
+    for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+        kqmax[j0/nwarps] = -HALF_MAX_HALF;
+    }
+    half2 kqsum[ncols/nwarps] = {{0.0f, 0.0f}};
+
+    half2 VKQ[ncols/nwarps][(D/2)/WARP_SIZE] = {{{0.0f, 0.0f}}};
+
+    // Convert Q to half2 and store in registers:
+    __shared__ half2 Q_h2[ncols][D/2];
+#pragma unroll
+    for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+        const int j = j0 + threadIdx.y;
+
+#pragma unroll
+        for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+            const int i = i0 + threadIdx.x;
+
+            const float2 tmp = ic0 + j < ne01 ? Q_f2[j*(nb01/sizeof(float2)) + i] : make_float2(0.0f, 0.0f);
+            Q_h2[j][i] = make_half2(scale, scale) * make_half2(tmp.x, tmp.y);
+        }
+    }
+
+    __syncthreads();
+
+    const int k_start = parallel_blocks == 1 ? 0 : ip*FATTN_KQ_STRIDE_TILE_F16;
+    for (int k_VKQ_0 = k_start; k_VKQ_0 < ne11; k_VKQ_0 += parallel_blocks*FATTN_KQ_STRIDE_TILE_F16) {
+        // Calculate KQ tile and keep track of new maximum KQ values:
+
+        half kqmax_new[ncols/nwarps];
+#pragma unroll
+        for (int j = 0; j < ncols/nwarps; ++j) {
+            kqmax_new[j] = kqmax[j];
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F16; i_KQ_0 += nwarps) {
+            const int i_KQ = i_KQ_0 + threadIdx.y;
+
+#pragma unroll
+            for (int k_KQ_0 = 0; k_KQ_0 < D/2; k_KQ_0 += WARP_SIZE) {
+                const int k_KQ = k_KQ_0 + threadIdx.x;
+
+                KV_tmp[i_KQ][k_KQ] = K_h2[(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ];
+            }
+        }
+
+        __syncthreads();
+
+        half2 sum2[FATTN_KQ_STRIDE_TILE_F16/WARP_SIZE][ncols/nwarps] = {{{0.0f, 0.0f}}};
+
+#pragma unroll
+        for (int k_KQ = 0; k_KQ < D/2; ++k_KQ) {
+            half2 K_k[FATTN_KQ_STRIDE_TILE_F16/WARP_SIZE];
+            half2 Q_k[ncols/nwarps];
+
+#pragma unroll
+            for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F16; i_KQ_0 += WARP_SIZE) {
+                const int i_KQ = i_KQ_0 + threadIdx.x;
+
+                K_k[i_KQ_0/WARP_SIZE] = KV_tmp[i_KQ][k_KQ];
+            }
+#pragma unroll
+            for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                const int j_KQ = j_KQ_0 + threadIdx.y;
+
+                Q_k[j_KQ_0/nwarps] = Q_h2[j_KQ][k_KQ];
+            }
+
+#pragma unroll
+            for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F16; i_KQ_0 += WARP_SIZE) {
+#pragma unroll
+                for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                    sum2[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps] += K_k[i_KQ_0/WARP_SIZE]*Q_k[j_KQ_0/nwarps];
+                }
+            }
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F16; i_KQ_0 += WARP_SIZE) {
+            const int i_KQ = i_KQ_0 + threadIdx.x;
+
+#pragma unroll
+            for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                const int j_KQ = j_KQ_0 + threadIdx.y;
+
+                half sum = __low2half(sum2[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps]) + __high2half(sum2[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps]);
+                sum += mask ? slopeh*maskh[j_KQ*ne11 + k_VKQ_0 + i_KQ] : __float2half(0.0f);
+
+                kqmax_new[j_KQ_0/nwarps] = ggml_cuda_hmax(kqmax_new[j_KQ_0/nwarps], sum);
+
+                KQ[j_KQ*FATTN_KQ_STRIDE_TILE_F16 + i_KQ] = sum;
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+            const int j = j0 + threadIdx.y;
+
+            kqmax_new[j0/nwarps] = warp_reduce_max(kqmax_new[j0/nwarps]);
+            const half2 KQ_max_scale = __half2half2(hexp(kqmax[j0/nwarps] - kqmax_new[j0/nwarps]));
+            kqmax[j0/nwarps] = kqmax_new[j0/nwarps];
+
+#pragma unroll
+            for (int i0 = 0; i0 < FATTN_KQ_STRIDE_TILE_F16/2; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                const half2 diff = KQ2[j*(FATTN_KQ_STRIDE_TILE_F16/2) + i] - __half2half2(kqmax[j0/nwarps]);
+                const half2 val = h2exp(diff);
+                kqsum[j0/nwarps] = kqsum[j0/nwarps]*KQ_max_scale + val;
+                KQ2[j*(FATTN_KQ_STRIDE_TILE_F16/2) + i] = val;
+            }
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                VKQ[j0/nwarps][i0/WARP_SIZE] *= KQ_max_scale;
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k0 = 0; k0 < FATTN_KQ_STRIDE_TILE_F16; k0 += nwarps) {
+            const int k = k0 + threadIdx.y;
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                KV_tmp[k][i] = V_h2[(k_VKQ_0 + k)*stride_KV2 + i];
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k0 = 0; k0 < FATTN_KQ_STRIDE_TILE_F16; k0 += 2) {
+            half2  V_k[(D/2)/WARP_SIZE][2];
+            half2 KQ_k[ncols/nwarps];
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                V_k[i0/WARP_SIZE][0] = KV_tmp[k0 + 0][i];
+                V_k[i0/WARP_SIZE][1] = KV_tmp[k0 + 1][i];
+            }
+#pragma unroll
+            for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+                const int j = j0 + threadIdx.y;
+
+                KQ_k[j0/nwarps] = KQ2[j*(FATTN_KQ_STRIDE_TILE_F16/2) + k0/2];
+            }
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+#pragma unroll
+                for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+                    VKQ[j0/nwarps][i0/WARP_SIZE] += V_k[i0/WARP_SIZE][0]* __low2half2(KQ_k[j0/nwarps]);
+                    VKQ[j0/nwarps][i0/WARP_SIZE] += V_k[i0/WARP_SIZE][1]*__high2half2(KQ_k[j0/nwarps]);
+                }
+            }
+        }
+
+        __syncthreads();
+    }
+
+#pragma unroll
+    for (int j_VKQ_0 = 0; j_VKQ_0 < ncols; j_VKQ_0 += nwarps) {
+        const int j_VKQ = j_VKQ_0 + threadIdx.y;
+
+        if (ic0 + j_VKQ >= ne01) {
+            return;
+        }
+
+        half kqsum_j = __low2half(kqsum[j_VKQ_0/nwarps]) + __high2half(kqsum[j_VKQ_0/nwarps]);
+        kqsum_j = warp_reduce_sum(kqsum_j);
+
+#pragma unroll
+        for (int i00 = 0; i00 < D; i00 += 2*WARP_SIZE) {
+            const int i0 = i00 + 2*threadIdx.x;
+
+            half2 dst_val = VKQ[j_VKQ_0/nwarps][i0/(2*WARP_SIZE)];
+            if (parallel_blocks == 1) {
+                dst_val /= __half2half2(kqsum_j);
+            }
+            const int j_dst = (ic0 + j_VKQ)*parallel_blocks + ip;
+            dst[j_dst*D*gridDim.y + D*blockIdx.y + i0 + 0] =  __low2float(dst_val);
+            dst[j_dst*D*gridDim.y + D*blockIdx.y + i0 + 1] = __high2float(dst_val);
+        }
+
+        if (parallel_blocks != 1 && threadIdx.x == 0) {
+            dst_meta[(ic0 + j_VKQ)*gridDim.y*parallel_blocks + blockIdx.y*parallel_blocks + ip] = make_float2(kqmax[j_VKQ_0/nwarps], kqsum_j);
+        }
+    }
+#else
+   NO_DEVICE_CODE;
+#endif // FP16_AVAILABLE
+}
+
+template <int cols_per_block, int parallel_blocks>
+void launch_fattn_tile_f16_64_128(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+    switch (Q->ne[0]) {
+        case  64: {
+            constexpr int      D = 64;
+            constexpr int nwarps = 8;
+            fattn_kernel_t fattn_kernel = flash_attn_tile_ext_f16<D, cols_per_block, nwarps, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 128: {
+            constexpr int      D = 128;
+            constexpr int nwarps = 8;
+            fattn_kernel_t fattn_kernel = flash_attn_tile_ext_f16<D, cols_per_block, nwarps, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        default: {
+            GGML_ASSERT(false && "FlashAttention without tensor cores only supports head sizes 64 and 128.");
+        } break;
+    }
+}
+
+void ggml_cuda_flash_attn_ext_tile_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * KQV = dst;
+    const ggml_tensor * Q   = dst->src[0];
+
+    const int32_t precision = KQV->op_params[2];
+    GGML_ASSERT(precision == GGML_PREC_DEFAULT);
+
+    if (Q->ne[1] <= 16) {
+        constexpr int cols_per_block = 16;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_tile_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 32) {
+        constexpr int cols_per_block = 32;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_tile_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    constexpr int cols_per_block = 32;
+    constexpr int parallel_blocks = 1;
+    launch_fattn_tile_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+}
diff --git a/ggml-cuda/fattn-tile-f16.cuh b/ggml-cuda/fattn-tile-f16.cuh
new file mode 100644
index 000000000..ffc587842
--- /dev/null
+++ b/ggml-cuda/fattn-tile-f16.cuh
@@ -0,0 +1,3 @@
+#include "common.cuh"
+
+void ggml_cuda_flash_attn_ext_tile_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/fattn-tile-f32.cu b/ggml-cuda/fattn-tile-f32.cu
new file mode 100644
index 000000000..5a3de2918
--- /dev/null
+++ b/ggml-cuda/fattn-tile-f32.cu
@@ -0,0 +1,309 @@
+#include "common.cuh"
+#include "fattn-common.cuh"
+#include "fattn-tile-f32.cuh"
+
+#define FATTN_KQ_STRIDE_TILE_F32 32
+
+template<int D, int ncols, int nwarps, int parallel_blocks> // D == head size
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+__launch_bounds__(nwarps*WARP_SIZE, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+static __global__ void flash_attn_tile_ext_f32(
+        const char * __restrict__ Q,
+        const char * __restrict__ K,
+        const char * __restrict__ V,
+        const char * __restrict__ mask,
+        float      * __restrict__ dst,
+        float2     * __restrict__ dst_meta,
+        const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
+        const int ne00,
+        const int ne01,
+        const int ne02,
+        const int ne03,
+        const int ne10,
+        const int ne11,
+        const int ne12,
+        const int ne13,
+        const int ne31,
+        const int nb31,
+        const int nb01,
+        const int nb02,
+        const int nb03,
+        const int nb11,
+        const int nb12,
+        const int nb13,
+        const int ne0,
+        const int ne1,
+        const int ne2,
+        const int ne3) {
+    //In this kernel Q, K, V are matrices while i, j, k are matrix indices.
+
+    const int ic0 = (blockIdx.x / parallel_blocks) * ncols; // Index of the Q/QKV column to work on.
+    const int ip  =  blockIdx.x % parallel_blocks; // Index in group of blocks running for the same column in parallel.
+
+    const int gqa_ratio = ne02 / ne12; // With grouped query attention there are > 1 Q matrices per K, V matrix.
+    const float2 * Q_f2  = (const float2 *) (Q    + nb02* blockIdx.y              + nb01*ic0);
+    const half2  * K_h2  = (const half2  *) (K    + nb12*(blockIdx.y / gqa_ratio));
+    const half2  * V_h2  = (const half2  *) (V    + nb12*(blockIdx.y / gqa_ratio)); // K and V have same shape
+    const half   * maskh = (const half   *)  mask + ne11*ic0;
+
+    const int stride_KV2 = nb11 / sizeof(half2);
+
+    const float slope = get_alibi_slope(max_bias, blockIdx.y, n_head_log2, m0, m1);
+
+    static_assert(D % (2*WARP_SIZE) == 0, "D not divisible by 2*WARP_SIZE == 64.");
+
+    __shared__ float KQ[ncols*FATTN_KQ_STRIDE_TILE_F32];
+
+    __shared__ float KV_tmp[FATTN_KQ_STRIDE_TILE_F32][D + 1]; // Pad D to avoid memory bank conflicts.
+    float2 * KV_tmp2 = (float2 *) KV_tmp;
+
+    float kqmax[ncols/nwarps];
+#pragma unroll
+    for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+        kqmax[j0/nwarps] = -FLT_MAX/2.0f;
+    }
+    float kqsum[ncols/nwarps] = {0.0f};
+
+    float2 VKQ[ncols/nwarps][(D/2)/WARP_SIZE] = {{{0.0f, 0.0f}}};
+
+    // Convert Q to half2 and store in registers:
+    __shared__ float Q_f[ncols][D];
+#pragma unroll
+    for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+        const int j = j0 + threadIdx.y;
+
+#pragma unroll
+        for (int i0 = 0; i0 < D; i0 += 2*WARP_SIZE) {
+            float2 tmp = ic0 + j < ne01 ? Q_f2[j*(nb01/sizeof(float2)) + i0/2 + threadIdx.x] : make_float2(0.0f, 0.0f);
+            Q_f[j][i0 + 0*WARP_SIZE + threadIdx.x] = tmp.x * scale;
+            Q_f[j][i0 + 1*WARP_SIZE + threadIdx.x] = tmp.y * scale;
+        }
+    }
+
+    __syncthreads();
+
+    const int k_start = parallel_blocks == 1 ? 0 : ip*FATTN_KQ_STRIDE_TILE_F32;
+    for (int k_VKQ_0 = k_start; k_VKQ_0 < ne11; k_VKQ_0 += parallel_blocks*FATTN_KQ_STRIDE_TILE_F32) {
+        // Calculate KQ tile and keep track of new maximum KQ values:
+
+        float kqmax_new[ncols/nwarps];
+#pragma unroll
+        for (int j = 0; j < ncols/nwarps; ++j) {
+            kqmax_new[j] = kqmax[j];
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F32; i_KQ_0 += nwarps) {
+            const int i_KQ = i_KQ_0 + threadIdx.y;
+
+#pragma unroll
+            for (int k_KQ_0 = 0; k_KQ_0 < D; k_KQ_0 += 2*WARP_SIZE) {
+                const half2 tmp = K_h2[(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ_0/2 + threadIdx.x];
+                KV_tmp[i_KQ][k_KQ_0 + 0*WARP_SIZE + threadIdx.x] =  __low2float(tmp);
+                KV_tmp[i_KQ][k_KQ_0 + 1*WARP_SIZE + threadIdx.x] = __high2float(tmp);
+            }
+        }
+
+        __syncthreads();
+
+        float sum[FATTN_KQ_STRIDE_TILE_F32/WARP_SIZE][ncols/nwarps] = {{0.0f}};
+
+#pragma unroll
+        for (int k_KQ = 0; k_KQ < D; ++k_KQ) {
+            float K_k[FATTN_KQ_STRIDE_TILE_F32/WARP_SIZE];
+            float Q_k[ncols/nwarps];
+
+#pragma unroll
+            for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F32; i_KQ_0 += WARP_SIZE) {
+                const int i_KQ = i_KQ_0 + threadIdx.x;
+
+                K_k[i_KQ_0/WARP_SIZE] = KV_tmp[i_KQ][k_KQ];
+            }
+#pragma unroll
+            for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                const int j_KQ = j_KQ_0 + threadIdx.y;
+
+                Q_k[j_KQ_0/nwarps] = Q_f[j_KQ][k_KQ];
+            }
+
+#pragma unroll
+            for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F32; i_KQ_0 += WARP_SIZE) {
+#pragma unroll
+                for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                    sum[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps] += K_k[i_KQ_0/WARP_SIZE] * Q_k[j_KQ_0/nwarps];
+                }
+            }
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < FATTN_KQ_STRIDE_TILE_F32; i_KQ_0 += WARP_SIZE) {
+            const int i_KQ = i_KQ_0 + threadIdx.x;
+
+#pragma unroll
+            for (int j_KQ_0 = 0; j_KQ_0 < ncols; j_KQ_0 += nwarps) {
+                const int j_KQ = j_KQ_0 + threadIdx.y;
+
+                sum[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps] += mask ? slope*__half2float(maskh[j_KQ*ne11 + k_VKQ_0 + i_KQ]) : 0.0f;
+
+                kqmax_new[j_KQ_0/nwarps] = fmaxf(kqmax_new[j_KQ_0/nwarps], sum[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps]);
+
+                KQ[j_KQ*FATTN_KQ_STRIDE_TILE_F32 + i_KQ] = sum[i_KQ_0/WARP_SIZE][j_KQ_0/nwarps];
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+            const int j = j0 + threadIdx.y;
+
+            kqmax_new[j0/nwarps] = warp_reduce_max(kqmax_new[j0/nwarps]);
+            const float KQ_max_scale = expf(kqmax[j0/nwarps] - kqmax_new[j0/nwarps]);
+            kqmax[j0/nwarps] = kqmax_new[j0/nwarps];
+
+            float kqsum_add = 0.0f;
+#pragma unroll
+            for (int i0 = 0; i0 < FATTN_KQ_STRIDE_TILE_F32; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                const float diff = KQ[j*FATTN_KQ_STRIDE_TILE_F32 + i] - kqmax[j0/nwarps];
+                const float val = expf(diff);
+                kqsum_add += val;
+                KQ[j*FATTN_KQ_STRIDE_TILE_F32 + i] = val;
+            }
+            kqsum[j0/nwarps] = kqsum[j0/nwarps]*KQ_max_scale + kqsum_add;
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                VKQ[j0/nwarps][i0/WARP_SIZE].x *= KQ_max_scale;
+                VKQ[j0/nwarps][i0/WARP_SIZE].y *= KQ_max_scale;
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k0 = 0; k0 < FATTN_KQ_STRIDE_TILE_F32; k0 += nwarps) {
+            const int k = k0 + threadIdx.y;
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                KV_tmp2[k*(D/2) + i].x =  __low2float(V_h2[(k_VKQ_0 + k)*stride_KV2 + i]);
+                KV_tmp2[k*(D/2) + i].y = __high2float(V_h2[(k_VKQ_0 + k)*stride_KV2 + i]);
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k = 0; k < FATTN_KQ_STRIDE_TILE_F32; ++k) {
+            float2 V_k[(D/2)/WARP_SIZE];
+            float  KQ_k[ncols/nwarps];
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+                const int i = i0 + threadIdx.x;
+
+                V_k[i0/WARP_SIZE] = KV_tmp2[k*(D/2) + i];
+            }
+#pragma unroll
+            for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+                const int j = j0 + threadIdx.y;
+
+                KQ_k[j0/nwarps] = KQ[j*FATTN_KQ_STRIDE_TILE_F32 + k];
+            }
+
+#pragma unroll
+            for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+#pragma unroll
+                for (int j0 = 0; j0 < ncols; j0 += nwarps) {
+                    VKQ[j0/nwarps][i0/WARP_SIZE].x += V_k[i0/WARP_SIZE].x*KQ_k[j0/nwarps];
+                    VKQ[j0/nwarps][i0/WARP_SIZE].y += V_k[i0/WARP_SIZE].y*KQ_k[j0/nwarps];
+                }
+            }
+        }
+
+        __syncthreads();
+    }
+
+#pragma unroll
+    for (int j_VKQ_0 = 0; j_VKQ_0 < ncols; j_VKQ_0 += nwarps) {
+        const int j_VKQ = j_VKQ_0 + threadIdx.y;
+
+        if (ic0 + j_VKQ >= ne01) {
+            return;
+        }
+
+        float kqsum_j = kqsum[j_VKQ_0/nwarps];
+        kqsum_j = warp_reduce_sum(kqsum_j);
+
+#pragma unroll
+        for (int i00 = 0; i00 < D; i00 += 2*WARP_SIZE) {
+            const int i0 = i00 + 2*threadIdx.x;
+
+            float2 dst_val = VKQ[j_VKQ_0/nwarps][i0/(2*WARP_SIZE)];
+            if (parallel_blocks == 1) {
+                dst_val.x /= kqsum_j;
+                dst_val.y /= kqsum_j;
+            }
+            const int j_dst = (ic0 + j_VKQ)*parallel_blocks + ip;
+            dst[j_dst*D*gridDim.y + D*blockIdx.y + i0 + 0] = dst_val.x;
+            dst[j_dst*D*gridDim.y + D*blockIdx.y + i0 + 1] = dst_val.y;
+        }
+
+        if (parallel_blocks != 1 && threadIdx.x == 0) {
+            dst_meta[(ic0 + j_VKQ)*gridDim.y*parallel_blocks + blockIdx.y*parallel_blocks + ip] = make_float2(kqmax[j_VKQ_0/nwarps], kqsum_j);
+        }
+    }
+}
+
+template <int cols_per_block, int parallel_blocks>
+void launch_fattn_tile_f32_64_128(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+    switch (Q->ne[0]) {
+        case  64: {
+            constexpr int      D = 64;
+            constexpr int nwarps = 8;
+            fattn_kernel_t fattn_kernel = flash_attn_tile_ext_f32<D, cols_per_block, nwarps, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 128: {
+            constexpr int      D = 128;
+            constexpr int nwarps = 8;
+            fattn_kernel_t fattn_kernel = flash_attn_tile_ext_f32<D, cols_per_block, nwarps, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        default: {
+            GGML_ASSERT(false && "FlashAttention without tensor cores only supports head sizes 64 and 128.");
+        } break;
+    }
+}
+
+void ggml_cuda_flash_attn_ext_tile_f32(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+
+    if (Q->ne[1] <= 16) {
+        constexpr int cols_per_block = 16;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_tile_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 32) {
+        constexpr int cols_per_block = 32;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_tile_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    constexpr int cols_per_block = 32;
+    constexpr int parallel_blocks = 1;
+    launch_fattn_tile_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+}
diff --git a/ggml-cuda/fattn-tile-f32.cuh b/ggml-cuda/fattn-tile-f32.cuh
new file mode 100644
index 000000000..b1c546c80
--- /dev/null
+++ b/ggml-cuda/fattn-tile-f32.cuh
@@ -0,0 +1,3 @@
+#include "common.cuh"
+
+void ggml_cuda_flash_attn_ext_tile_f32(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/fattn-vec-f16.cu b/ggml-cuda/fattn-vec-f16.cu
new file mode 100644
index 000000000..808e8f362
--- /dev/null
+++ b/ggml-cuda/fattn-vec-f16.cu
@@ -0,0 +1,330 @@
+#include "common.cuh"
+#include "fattn-common.cuh"
+#include "fattn-vec-f16.cuh"
+
+template<int D, int ncols, int parallel_blocks> // D == head size
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+__launch_bounds__(D, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+static __global__ void flash_attn_vec_ext_f16(
+        const char * __restrict__ Q,
+        const char * __restrict__ K,
+        const char * __restrict__ V,
+        const char * __restrict__ mask,
+        float      * __restrict__ dst,
+        float2     * __restrict__ dst_meta,
+        const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
+        const int ne00,
+        const int ne01,
+        const int ne02,
+        const int ne03,
+        const int ne10,
+        const int ne11,
+        const int ne12,
+        const int ne13,
+        const int ne31,
+        const int nb31,
+        const int nb01,
+        const int nb02,
+        const int nb03,
+        const int nb11,
+        const int nb12,
+        const int nb13,
+        const int ne0,
+        const int ne1,
+        const int ne2,
+        const int ne3) {
+#if FP16_AVAILABLE
+    //In this kernel Q, K, V are matrices while i, j, k are matrix indices.
+
+    const int ic0 = (blockIdx.x / parallel_blocks) * ncols; // Index of the Q/QKV column to work on.
+    const int ip  =  blockIdx.x % parallel_blocks; // Index in group of blocks running for the same column in parallel.
+
+    const int gqa_ratio = ne02 / ne12; // With grouped query attention there are > 1 Q matrices per K, V matrix.
+    const float2 * Q_f2  = (const float2 *) (Q    + nb02* blockIdx.y              + nb01*ic0);
+    const half2  * K_h2  = (const half2  *) (K    + nb12*(blockIdx.y / gqa_ratio));
+    const half   * V_h   = (const half   *) (V    + nb12*(blockIdx.y / gqa_ratio)); // K and V have same shape
+    const half   * maskh = (const half   *)  mask + ne11*ic0;
+
+    const int stride_KV  = nb11 / sizeof(half);
+    const int stride_KV2 = nb11 / sizeof(half2);
+
+    const float slopef = get_alibi_slope(max_bias, blockIdx.y, n_head_log2, m0, m1);
+    const half  slopeh = __float2half(slopef);
+
+    static_assert(D % (2*WARP_SIZE) == 0, "D not divisible by 2*WARP_SIZE == 64.");
+    constexpr int nwarps = D / WARP_SIZE;
+    const int tid = WARP_SIZE*threadIdx.y + threadIdx.x;
+    __builtin_assume(tid < D);
+
+    __shared__ half KQ[ncols*D];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        KQ[j*D + tid] = -HALF_MAX_HALF;
+    }
+    half2 * KQ2 = (half2 *) KQ;
+
+    half kqmax[ncols];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        kqmax[j] = -HALF_MAX_HALF;
+    }
+    half kqsum[ncols] = {0.0f};
+
+    __shared__ half kqmax_shared[ncols][WARP_SIZE];
+    __shared__ half kqsum_shared[ncols][WARP_SIZE];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        if (threadIdx.y == 0) {
+            kqmax_shared[j][threadIdx.x] = -HALF_MAX_HALF;
+            kqsum_shared[j][threadIdx.x] = 0.0f;
+        }
+    }
+    __syncthreads();
+
+    // Convert Q to half2 and store in registers:
+    half2 Q_h2[ncols][D/(2*WARP_SIZE)];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+#pragma unroll
+        for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+            const int i = i0 + threadIdx.x;
+
+            const float2 tmp = ncols <= 2 || ic0 + j < ne01 ? Q_f2[j*(nb01/sizeof(float2)) + i] : make_float2(0.0f, 0.0f);
+            Q_h2[j][i0/WARP_SIZE] = make_half2(scale, scale) * make_half2(tmp.x, tmp.y);
+        }
+    }
+
+    half2 VKQ[ncols] = {{0.0f, 0.0f}};
+
+    const int k_start = parallel_blocks == 1 ? 0 : ip*D;
+    for (int k_VKQ_0 = k_start; k_VKQ_0 < ne11; k_VKQ_0 += parallel_blocks*D) {
+        // Calculate KQ tile and keep track of new maximum KQ values:
+
+        // For unknown reasons using a half array of size 1 for kqmax_new causes a performance regression,
+        // see https://github.com/ggerganov/llama.cpp/pull/7061 .
+        // Therefore this variable is defined twice but only used once (so that the compiler can optimize out the unused variable).
+        half kqmax_new = kqmax[0];
+        half kqmax_new_arr[ncols];
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            kqmax_new_arr[j] = kqmax[j];
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < D; i_KQ_0 += nwarps) {
+            const int i_KQ = i_KQ_0 + threadIdx.y;
+
+            if ((i_KQ_0 + nwarps > D && i_KQ >= D) || (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + i_KQ >= ne11)) {
+                break;
+            }
+
+            half2 sum2[ncols] = {{0.0f, 0.0f}};
+#pragma unroll
+            for (int k_KQ_0 = 0; k_KQ_0 < D/2; k_KQ_0 += WARP_SIZE) {
+                const int k_KQ = k_KQ_0 + threadIdx.x;
+
+                const half2 K_ik = K_h2[(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ];
+#pragma unroll
+                for (int j = 0; j < ncols; ++j) {
+                    sum2[j] += K_ik * Q_h2[j][k_KQ_0/WARP_SIZE];
+                }
+            }
+
+#pragma unroll
+            for (int j = 0; j < ncols; ++j) {
+                sum2[j] = warp_reduce_sum(sum2[j]);
+                half sum = __low2half(sum2[j]) + __high2half(sum2[j]);
+                sum += mask ? slopeh*maskh[j*ne11 + k_VKQ_0 + i_KQ] : __float2half(0.0f);
+
+                if (ncols == 1) {
+                    kqmax_new        = ggml_cuda_hmax(kqmax_new,        sum);
+                } else {
+                    kqmax_new_arr[j] = ggml_cuda_hmax(kqmax_new_arr[j], sum);
+                }
+
+                if (threadIdx.x == 0) {
+                    KQ[j*D + i_KQ] = sum;
+                }
+            }
+        }
+
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            half kqmax_new_j = ncols == 1 ? kqmax_new : kqmax_new_arr[j];
+
+            kqmax_new_j = warp_reduce_max(kqmax_new_j);
+            if (threadIdx.x == 0) {
+                kqmax_shared[j][threadIdx.y] = kqmax_new_j;
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            half kqmax_new_j = kqmax_shared[j][threadIdx.x];
+            kqmax_new_j = warp_reduce_max(kqmax_new_j);
+
+            const half KQ_max_scale = hexp(kqmax[j] - kqmax_new_j);
+            kqmax[j] = kqmax_new_j;
+
+            const half val = hexp(KQ[j*D + tid] - kqmax[j]);
+            kqsum[j] = kqsum[j]*KQ_max_scale + val;
+            KQ[j*D + tid] = val;
+
+            VKQ[j] *= __half2half2(KQ_max_scale);
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k0 = 0; k0 < D; k0 += 2) {
+            if (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + k0 >= ne11) {
+                break;
+            }
+
+            half2 V_k;
+            reinterpret_cast<half&>(V_k.x) = V_h[(k_VKQ_0 + k0 + 0)*stride_KV + tid];
+            reinterpret_cast<half&>(V_k.y) = V_h[(k_VKQ_0 + k0 + 1)*stride_KV + tid];
+#pragma unroll
+            for (int j = 0; j < ncols; ++j) {
+                VKQ[j] += V_k*KQ2[j*(D/2) + k0/2];
+            }
+        }
+
+        __syncthreads();
+    }
+
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        kqsum[j] = warp_reduce_sum(kqsum[j]);
+        if (threadIdx.x == 0) {
+            kqsum_shared[j][threadIdx.y] = kqsum[j];
+        }
+    }
+
+    __syncthreads();
+
+#pragma unroll
+    for (int j_VKQ = 0; j_VKQ < ncols; ++j_VKQ) {
+        if (ncols > 2 && ic0 + j_VKQ >= ne01) {
+            break;
+        }
+
+        kqsum[j_VKQ] = kqsum_shared[j_VKQ][threadIdx.x];
+        kqsum[j_VKQ] = warp_reduce_sum(kqsum[j_VKQ]);
+
+        half dst_val = (__low2half(VKQ[j_VKQ]) + __high2half(VKQ[j_VKQ]));
+        if (parallel_blocks == 1) {
+            dst_val /= kqsum[j_VKQ];
+        }
+        const int j_dst = (ic0 + j_VKQ)*parallel_blocks + ip;
+        dst[j_dst*D*gridDim.y + D*blockIdx.y + tid] = dst_val;
+    }
+
+    if (parallel_blocks != 1 && tid < ncols && (ncols <= 2 || ic0 + tid < ne01)) {
+        dst_meta[(ic0 + tid)*gridDim.y*parallel_blocks + blockIdx.y*parallel_blocks + ip] = make_float2(kqmax[tid], kqsum[tid]);
+    }
+#else
+   NO_DEVICE_CODE;
+#endif // FP16_AVAILABLE
+}
+
+void ggml_cuda_flash_attn_ext_vec_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    ggml_tensor * KQV = dst;
+    ggml_tensor * Q   = dst->src[0];
+
+    const int32_t precision = KQV->op_params[2];
+    GGML_ASSERT(precision == GGML_PREC_DEFAULT);
+
+    constexpr int cols_per_block  = 1;
+    constexpr int parallel_blocks = 4;
+    switch (Q->ne[0]) {
+        case  64: {
+            constexpr int      D = 64;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f16<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 128: {
+            constexpr int      D = 128;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f16<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 256: {
+            constexpr int      D = 256;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f16<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        default:
+            GGML_ASSERT(false);
+            break;
+    }
+}
+
+template <int cols_per_block, int parallel_blocks>
+void launch_fattn_vec_f16_64_128(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+    switch (Q->ne[0]) {
+        case  64: {
+            constexpr int      D = 64;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f16<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 128: {
+            constexpr int      D = 128;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f16<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        default: {
+            GGML_ASSERT(false && "FlashAttention without tensor cores only supports head sizes 64 and 128.");
+        } break;
+    }
+}
+
+void ggml_cuda_flash_attn_ext_vec_f16_no_mma(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * KQV = dst;
+    const ggml_tensor * Q   = dst->src[0];
+
+    const int32_t precision = KQV->op_params[2];
+    GGML_ASSERT(precision == GGML_PREC_DEFAULT);
+
+    if (Q->ne[1] == 1) {
+        ggml_cuda_flash_attn_ext_vec_f16(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] == 2) {
+        constexpr int cols_per_block  = 2;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 4) {
+        constexpr int cols_per_block  = 4;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 8) {
+        constexpr int cols_per_block  = 8;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    constexpr int cols_per_block  = 8;
+    constexpr int parallel_blocks = 1;
+    launch_fattn_vec_f16_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+}
diff --git a/ggml-cuda/fattn-vec-f16.cuh b/ggml-cuda/fattn-vec-f16.cuh
new file mode 100644
index 000000000..c7023610a
--- /dev/null
+++ b/ggml-cuda/fattn-vec-f16.cuh
@@ -0,0 +1,5 @@
+#include "common.cuh"
+
+void ggml_cuda_flash_attn_ext_vec_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
+
+void ggml_cuda_flash_attn_ext_vec_f16_no_mma(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/fattn-vec-f32.cu b/ggml-cuda/fattn-vec-f32.cu
new file mode 100644
index 000000000..b4652301b
--- /dev/null
+++ b/ggml-cuda/fattn-vec-f32.cu
@@ -0,0 +1,279 @@
+#include "common.cuh"
+#include "fattn-common.cuh"
+#include "fattn-vec-f32.cuh"
+
+template<int D, int ncols, int parallel_blocks> // D == head size
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+__launch_bounds__(D, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
+static __global__ void flash_attn_vec_ext_f32(
+        const char * __restrict__ Q,
+        const char * __restrict__ K,
+        const char * __restrict__ V,
+        const char * __restrict__ mask,
+        float      * __restrict__ dst,
+        float2     * __restrict__ dst_meta,
+        const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
+        const int ne00,
+        const int ne01,
+        const int ne02,
+        const int ne03,
+        const int ne10,
+        const int ne11,
+        const int ne12,
+        const int ne13,
+        const int ne31,
+        const int nb31,
+        const int nb01,
+        const int nb02,
+        const int nb03,
+        const int nb11,
+        const int nb12,
+        const int nb13,
+        const int ne0,
+        const int ne1,
+        const int ne2,
+        const int ne3) {
+    //In this kernel Q, K, V are matrices while i, j, k are matrix indices.
+
+    const int ic0 = (blockIdx.x / parallel_blocks) * ncols; // Index of the Q/QKV column to work on.
+    const int ip  =  blockIdx.x % parallel_blocks; // Index in group of blocks running for the same column in parallel.
+
+    const int gqa_ratio = ne02 / ne12; // With grouped query attention there are > 1 Q matrices per K, V matrix.
+    const float2 * Q_f2  = (const float2 *) (Q    + nb02* blockIdx.y              + nb01*ic0);
+    const half2  * K_h2  = (const half2  *) (K    + nb12*(blockIdx.y / gqa_ratio));
+    const half   * V_h   = (const half   *) (V    + nb12*(blockIdx.y / gqa_ratio)); // K and V have same shape
+    const half   * maskh = (const half   *)  mask + ne11*ic0;
+
+    const int stride_KV  = nb11 / sizeof(half);
+    const int stride_KV2 = nb11 / sizeof(half2);
+
+    const float slope = get_alibi_slope(max_bias, blockIdx.y, n_head_log2, m0, m1);
+
+    static_assert(D % (2*WARP_SIZE) == 0, "D not divisible by 2*WARP_SIZE == 64.");
+    constexpr int nwarps = D / WARP_SIZE;
+    const int tid = WARP_SIZE*threadIdx.y + threadIdx.x;
+    __builtin_assume(tid < D);
+
+    __shared__ float KQ[ncols*D];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        KQ[j*D + tid] = -FLT_MAX/2.0f;
+    }
+
+    float kqmax[ncols];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        kqmax[j] = -FLT_MAX/2.0f;
+    }
+    float kqsum[ncols] = {0.0f};
+
+    __shared__ float kqmax_shared[ncols][WARP_SIZE];
+    __shared__ float kqsum_shared[ncols][WARP_SIZE];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        if (threadIdx.y == 0) {
+            kqmax_shared[j][threadIdx.x] = -FLT_MAX/2.0f;
+            kqsum_shared[j][threadIdx.x] = 0.0f;
+        }
+    }
+    __syncthreads();
+
+    // Convert Q to half2 and store in registers:
+    float2 Q_h2[ncols][D/(2*WARP_SIZE)];
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+#pragma unroll
+        for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
+            const int i = i0 + threadIdx.x;
+
+            Q_h2[j][i0/WARP_SIZE]    = ncols <= 2 || ic0 + j ? Q_f2[j*(nb01/sizeof(float2)) + i] : make_float2(0.0f, 0.0f);
+            Q_h2[j][i0/WARP_SIZE].x *= scale;
+            Q_h2[j][i0/WARP_SIZE].y *= scale;
+        }
+    }
+
+    float VKQ[ncols] = {0.0f};
+
+    const int k_start = parallel_blocks == 1 ? 0 : ip*D;
+    for (int k_VKQ_0 = k_start; k_VKQ_0 < ne11; k_VKQ_0 += parallel_blocks*D) {
+        // Calculate KQ tile and keep track of new maximum KQ values:
+
+        float kqmax_new_arr[ncols];
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            kqmax_new_arr[j] = kqmax[j];
+        }
+
+#pragma unroll
+        for (int i_KQ_0 = 0; i_KQ_0 < D; i_KQ_0 += nwarps) {
+            const int i_KQ = i_KQ_0 + threadIdx.y;
+
+            if ((i_KQ_0 + nwarps > D && i_KQ >= D) || (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + i_KQ >= ne11)) {
+                break;
+            }
+
+            float sum[ncols] = {0.0f};
+#pragma unroll
+            for (int k_KQ_0 = 0; k_KQ_0 < D/2; k_KQ_0 += WARP_SIZE) {
+                const int k_KQ = k_KQ_0 + threadIdx.x;
+
+                const half2 K_ik = K_h2[(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ];
+#pragma unroll
+                for (int j = 0; j < ncols; ++j) {
+                    sum[j] +=  __low2float(K_ik) * Q_h2[j][k_KQ_0/WARP_SIZE].x;
+                    sum[j] += __high2float(K_ik) * Q_h2[j][k_KQ_0/WARP_SIZE].y;
+                }
+            }
+
+#pragma unroll
+            for (int j = 0; j < ncols; ++j) {
+                sum[j] = warp_reduce_sum(sum[j]);
+                sum[j] += mask ? slope*__half2float(maskh[j*ne11 + k_VKQ_0 + i_KQ]) : 0.0f;
+
+                kqmax_new_arr[j] = fmaxf(kqmax_new_arr[j], sum[j]);
+
+                if (threadIdx.x == 0) {
+                    KQ[j*D + i_KQ] = sum[j];
+                }
+            }
+        }
+
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            float kqmax_new_j = kqmax_new_arr[j];
+
+            kqmax_new_j = warp_reduce_max(kqmax_new_j);
+            if (threadIdx.x == 0) {
+                kqmax_shared[j][threadIdx.y] = kqmax_new_j;
+            }
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int j = 0; j < ncols; ++j) {
+            float kqmax_new_j = kqmax_shared[j][threadIdx.x];
+            kqmax_new_j = warp_reduce_max(kqmax_new_j);
+
+            const float KQ_max_scale = expf(kqmax[j] - kqmax_new_j);
+            kqmax[j] = kqmax_new_j;
+
+            const float val = expf(KQ[j*D + tid] - kqmax[j]);
+            kqsum[j] = kqsum[j]*KQ_max_scale + val;
+            KQ[j*D + tid] = val;
+
+            VKQ[j] *= KQ_max_scale;
+        }
+
+        __syncthreads();
+
+#pragma unroll
+        for (int k = 0; k < D; ++k) {
+            if (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + k >= ne11) {
+                break;
+            }
+
+            const float V_ki = __half2float(V_h[(k_VKQ_0 + k)*stride_KV + tid]);
+#pragma unroll
+            for (int j = 0; j < ncols; ++j) {
+                VKQ[j] += V_ki*KQ[j*D + k];
+            }
+        }
+
+        __syncthreads();
+    }
+
+#pragma unroll
+    for (int j = 0; j < ncols; ++j) {
+        kqsum[j] = warp_reduce_sum(kqsum[j]);
+        if (threadIdx.x == 0) {
+            kqsum_shared[j][threadIdx.y] = kqsum[j];
+        }
+    }
+
+    __syncthreads();
+
+#pragma unroll
+    for (int j_VKQ = 0; j_VKQ < ncols; ++j_VKQ) {
+        if (ncols > 2 && ic0 + j_VKQ >= ne01) {
+            break;
+        }
+
+        kqsum[j_VKQ] = kqsum_shared[j_VKQ][threadIdx.x];
+        kqsum[j_VKQ] = warp_reduce_sum(kqsum[j_VKQ]);
+
+        float dst_val = VKQ[j_VKQ];
+        if (parallel_blocks == 1) {
+            dst_val /= kqsum[j_VKQ];
+        }
+        const int j_dst = (ic0 + j_VKQ)*parallel_blocks + ip;
+        dst[j_dst*D*gridDim.y + D*blockIdx.y + tid] = dst_val;
+    }
+
+    if (parallel_blocks != 1 && tid < ncols && (ncols <= 2 || ic0 + tid < ne01)) {
+        dst_meta[(ic0 + tid)*gridDim.y*parallel_blocks + blockIdx.y*parallel_blocks + ip] = make_float2(kqmax[tid], kqsum[tid]);
+    }
+}
+
+template <int cols_per_block, int parallel_blocks>
+void launch_fattn_vec_f32_64_128(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+    switch (Q->ne[0]) {
+        case  64: {
+            constexpr int      D = 64;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f32<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        case 128: {
+            constexpr int      D = 128;
+            constexpr int nwarps = D/WARP_SIZE;
+            fattn_kernel_t fattn_kernel = flash_attn_vec_ext_f32<D, cols_per_block, parallel_blocks>;
+            launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
+        } break;
+        default: {
+            GGML_ASSERT(false && "FlashAttention without tensor cores only supports head sizes 64 and 128.");
+        } break;
+    }
+}
+
+void ggml_cuda_flash_attn_ext_vec_f32(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
+
+    if (Q->ne[1] == 1) {
+        constexpr int cols_per_block  = 1;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] == 2) {
+        constexpr int cols_per_block  = 2;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 4) {
+        constexpr int cols_per_block  = 4;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    if (Q->ne[1] <= 8) {
+        constexpr int cols_per_block  = 8;
+        constexpr int parallel_blocks = 4;
+        launch_fattn_vec_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+        return;
+    }
+
+    constexpr int cols_per_block  = 8;
+    constexpr int parallel_blocks = 1;
+    launch_fattn_vec_f32_64_128<cols_per_block, parallel_blocks>(ctx, dst);
+}
diff --git a/ggml-cuda/fattn-vec-f32.cuh b/ggml-cuda/fattn-vec-f32.cuh
new file mode 100644
index 000000000..614d54ae3
--- /dev/null
+++ b/ggml-cuda/fattn-vec-f32.cuh
@@ -0,0 +1,3 @@
+#include "common.cuh"
+
+void ggml_cuda_flash_attn_ext_vec_f32(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/fattn.cu b/ggml-cuda/fattn.cu
index c8a11d173..af7c95232 100644
--- a/ggml-cuda/fattn.cu
+++ b/ggml-cuda/fattn.cu
@@ -1,4 +1,9 @@
 #include "common.cuh"
+#include "fattn-common.cuh"
+#include "fattn-tile-f16.cuh"
+#include "fattn-tile-f32.cuh"
+#include "fattn-vec-f16.cuh"
+#include "fattn-vec-f32.cuh"
 #include "fattn.cuh"
 
 #include <cstdint>
@@ -7,191 +12,11 @@
 #include <mma.h>
 #endif
 
-#define FATTN_KQ_STRIDE       256
-#define HALF_MAX_HALF         __float2half(65504.0f/2) // Use neg. of this instead of -INFINITY to initialize KQ max vals to avoid NaN upon subtraction.
-#define SOFTMAX_FTZ_THRESHOLD -20.0f                   // Softmax exp. of values smaller than this are flushed to zero to avoid NaNs.
-
-template<int D, int parallel_blocks> // D == head size
-__launch_bounds__(((D + WARP_SIZE - 1) / WARP_SIZE)*WARP_SIZE, 1)
-static __global__ void flash_attn_vec_ext_f16(
-        const char * __restrict__ Q,
-        const char * __restrict__ K,
-        const char * __restrict__ V,
-        const char * __restrict__ mask,
-        float      * __restrict__ dst,
-        float2     * __restrict__ dst_meta,
-        const float scale,
-        const int ne00,
-        const int ne01,
-        const int ne02,
-        const int ne03,
-        const int ne10,
-        const int ne11,
-        const int ne12,
-        const int ne13,
-        const int ne31,
-        const int nb31,
-        const int nb01,
-        const int nb02,
-        const int nb03,
-        const int nb11,
-        const int nb12,
-        const int nb13,
-        const int ne0,
-        const int ne1,
-        const int ne2,
-        const int ne3) {
-#if FP16_AVAILABLE
-    //In this kernel Q, K, V are matrices while i, j, k are matrix indices.
-
-    const int ic = blockIdx.x / parallel_blocks; // Index of the Q/QKV column to work on.
-    const int ip = blockIdx.x % parallel_blocks; // Index in group of blocks running for the same column in parallel.
-
-    const int gqa_ratio = ne02 / ne12; // With grouped query attention there are > 1 Q matrices per K, V matrix.
-    const float2 * Q_f2  = (const float2 *) (Q    + nb02* blockIdx.y              + nb01*ic);
-    const half2  * K_h2  = (const half2  *) (K    + nb12*(blockIdx.y / gqa_ratio));
-    const half   * V_h   = (const half   *) (V    + nb12*(blockIdx.y / gqa_ratio)); // K and V have same shape
-    const half   * maskh = (const half   *)  mask + ne11*ic;
-
-    const int stride_KV  = nb11 / sizeof(half);
-    const int stride_KV2 = nb11 / sizeof(half2);
-
-    constexpr int nwarps = (D + WARP_SIZE - 1) / WARP_SIZE;
-    const int tid = WARP_SIZE*threadIdx.y + threadIdx.x;
-    __builtin_assume(tid < nwarps*WARP_SIZE);
-
-    __shared__ half KQ[nwarps*WARP_SIZE];
-    KQ[tid] = -INFINITY;
-    half2 * KQ2 = (half2 *) KQ;
-
-    half kqmax = -HALF_MAX_HALF;
-    half kqsum = 0.0f;
-
-    __shared__ half kqmax_shared[WARP_SIZE];
-    __shared__ half kqsum_shared[WARP_SIZE];
-    if (threadIdx.y == 0) {
-        kqmax_shared[threadIdx.x] = -HALF_MAX_HALF;
-        kqsum_shared[threadIdx.x] = 0.0f;
-    }
-    __syncthreads();
-
-    // Convert Q to half2 and store in registers:
-    half2 Q_h2[(D/2 + WARP_SIZE - 1) / WARP_SIZE];
-#pragma unroll
-    for (int i0 = 0; i0 < D/2; i0 += WARP_SIZE) {
-        const int i = i0 + threadIdx.x;
-        if (i0 + WARP_SIZE > D/2 && i >= D/2) {
-            break;
-        }
-
-        Q_h2[i0/WARP_SIZE] = make_half2(scale, scale) * make_half2(Q_f2[i].x, Q_f2[i].y);
-    }
-
-    half2 VKQ = make_half2(0.0f, 0.0f); // Each thread calculates a single VKQ value.
-
-    const int k_start  = parallel_blocks == 1 ? 0 : ip*D;
-    for (int k_VKQ_0 = k_start; k_VKQ_0 < ne11; k_VKQ_0 += parallel_blocks*D) {
-        // Calculate KQ tile and keep track of new maximum KQ values:
-        half kqmax_new = kqmax;
-#pragma unroll
-        for (int i_KQ_0 = 0; i_KQ_0 < D; i_KQ_0 += nwarps) {
-            const int i_KQ = i_KQ_0 + threadIdx.y;
-
-            if ((i_KQ_0 + nwarps > D && i_KQ >= D) || (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + i_KQ >= ne11)) {
-                break;
-            }
-
-            half2 sum2 = make_half2(0.0f, 0.0f);
-#pragma unroll
-            for (int k_KQ_0 = 0; k_KQ_0 < D/2; k_KQ_0 += WARP_SIZE) {
-                const int k_KQ = k_KQ_0 + threadIdx.x;
-                if (k_KQ_0 + WARP_SIZE > D/2 && k_KQ >= D/2) {
-                    break;
-                }
-
-                const half2 K_ik = K_h2[(k_VKQ_0 + i_KQ)*stride_KV2 + k_KQ];
-                sum2 += K_ik * Q_h2[k_KQ_0/WARP_SIZE];
-            }
-
-            sum2 = warp_reduce_sum(sum2);
-            half sum = __low2half(sum2) + __high2half(sum2);
-            sum += mask ? maskh[k_VKQ_0 + i_KQ] : __float2half(0.0f);
-            kqmax_new = ggml_cuda_hmax(kqmax_new, sum);
-            if (threadIdx.x == 0) {
-                KQ[i_KQ] = sum;
-            }
-        }
-
-        kqmax_new = warp_reduce_max(kqmax_new);
-        if (threadIdx.x == 0) {
-            kqmax_shared[threadIdx.y] = kqmax_new;
-        }
-        __syncthreads();
-        kqmax_new = kqmax_shared[threadIdx.x];
-        kqmax_new = warp_reduce_max(kqmax_new);
-
-        const half KQ_max_scale = hexp(kqmax - kqmax_new);
-        kqmax = kqmax_new;
-
-        const half val = hexp(KQ[tid] - kqmax);
-        kqsum = kqsum*KQ_max_scale + val;
-        KQ[tid] = val;
-
-        VKQ *= __half2half2(KQ_max_scale);
-
-        __syncthreads();
-
-        if (tid < D) {
-#pragma unroll
-            for (int k0 = 0; k0 < D; k0 += 2) {
-                if (FATTN_KQ_STRIDE % D != 0 && k_VKQ_0 + k0 >= ne11) {
-                    break;
-                }
-
-                half2 V_k;
-                reinterpret_cast<half&>(V_k.x) = V_h[(k_VKQ_0 + k0 + 0)*stride_KV + tid];
-                reinterpret_cast<half&>(V_k.y) = V_h[(k_VKQ_0 + k0 + 1)*stride_KV + tid];
-                VKQ += V_k*KQ2[k0/2];
-            }
-        }
-
-        __syncthreads();
-    }
-
-    if (tid >= D) {
-        kqsum = 0.0f;
-    }
-
-    kqsum = warp_reduce_sum(kqsum);
-    if (threadIdx.x == 0) {
-        kqsum_shared[threadIdx.y] = kqsum;
-    }
-    __syncthreads();
-    kqsum = kqsum_shared[threadIdx.x];
-    kqsum = warp_reduce_sum(kqsum);
-
-    if (tid >= D) {
-        return;
-    }
-
-    half dst_val = (__low2half(VKQ) + __high2half(VKQ));
-    if (parallel_blocks == 1) {
-        dst_val /= kqsum;
-    }
-    dst[D*gridDim.y*blockIdx.x + D*blockIdx.y + tid] = dst_val;
-
-    if (parallel_blocks == 1 || tid != 0) {
-        return;
-    }
-    dst_meta[ic*gridDim.y*parallel_blocks + blockIdx.y*parallel_blocks + ip] = make_float2(kqmax, kqsum);
-#else
-   NO_DEVICE_CODE;
-#endif // FP16_AVAILABLE
-}
-
 // D == head size, VKQ_stride == num VKQ rows calculated in parallel:
 template<int D, int ncols, int nwarps, int VKQ_stride, int parallel_blocks, typename KQ_acc_t>
+#if !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
 __launch_bounds__(nwarps*WARP_SIZE, 1)
+#endif // !(defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__))
 static __global__ void flash_attn_ext_f16(
         const char * __restrict__ Q,
         const char * __restrict__ K,
@@ -200,6 +25,10 @@ static __global__ void flash_attn_ext_f16(
         float      * __restrict__ dst,
         float2     * __restrict__ dst_meta,
         const float scale,
+        const float max_bias,
+        const float m0,
+        const float m1,
+        const uint32_t n_head_log2,
         const int ne00,
         const int ne01,
         const int ne02,
@@ -256,6 +85,10 @@ static __global__ void flash_attn_ext_f16(
     const int stride_Q  = nb01 / sizeof(float);
     const int stride_KV = nb11 / sizeof(half);
 
+    const float slopef = get_alibi_slope(max_bias, blockIdx.y, n_head_log2, m0, m1);
+    const half  slopeh = __float2half(slopef);
+    const half2 slope2 = make_half2(slopef, slopef);
+
     frag_b Q_b[D/16][ncols/frag_n];
 
     // A single buffer for temporarily holding tiles of KQ and VKQ parts:
@@ -372,7 +205,7 @@ static __global__ void flash_attn_ext_f16(
                 for (int k0 = 0; k0 < FATTN_KQ_STRIDE; k0 += WARP_SIZE) {
                     const int k = k0 + threadIdx.x;
 
-                    KQ_f_tmp[k0/WARP_SIZE] += mask ? __half2float(maskh[j*(nb31/sizeof(half)) + k_VKQ_0 + k]) : 0.0f;
+                    KQ_f_tmp[k0/WARP_SIZE] += mask ? __half2float(slopeh*maskh[j*(nb31/sizeof(half)) + k_VKQ_0 + k]) : 0.0f;
                     KQ_max_new = max(KQ_max_new, KQ_f_tmp[k0/WARP_SIZE]);
                 }
                 KQ_max_new = warp_reduce_max(KQ_max_new);
@@ -415,7 +248,7 @@ static __global__ void flash_attn_ext_f16(
                 for (int k0 = 0; k0 < FATTN_KQ_STRIDE/2; k0 += WARP_SIZE) {
                     const int k = k0 + threadIdx.x;
 
-                    KQ2_tmp[k0/WARP_SIZE] += mask ? mask2[(j*ne11 + k_VKQ_0)/2 + k] : make_half2(0.0f, 0.0f);
+                    KQ2_tmp[k0/WARP_SIZE] += mask ? slope2*mask2[(j*ne11 + k_VKQ_0)/2 + k] : make_half2(0.0f, 0.0f);
                     KQ_max_new = ggml_cuda_hmax2(KQ_max_new, KQ2_tmp[k0/WARP_SIZE]);
                 }
                 KQ_max_new = __half2half2(warp_reduce_max(ggml_cuda_hmax(__low2half(KQ_max_new), __high2half(KQ_max_new))));
@@ -572,52 +405,6 @@ static __global__ void flash_attn_ext_f16(
 #endif // FP16_MMA_AVAILABLE
 }
 
-template<int D, int parallel_blocks> // D == head size
-__launch_bounds__(D, 1)
-static __global__ void flash_attn_combine_results(
-        const float  * __restrict__ VKQ_parts,
-        const float2 * __restrict__ VKQ_meta,
-        float * __restrict__ dst) {
-#if FP16_AVAILABLE
-    VKQ_parts += parallel_blocks*D * gridDim.y*blockIdx.x;
-    VKQ_meta  += parallel_blocks   * gridDim.y*blockIdx.x;
-    dst       +=                 D * gridDim.y*blockIdx.x;
-
-    const int tid = threadIdx.x;
-    __builtin_assume(tid < D);
-
-    __shared__ float2 meta[parallel_blocks];
-    if (tid < 2*parallel_blocks) {
-        ((float *) meta)[threadIdx.x] = ((const float *)VKQ_meta) [blockIdx.y*(2*parallel_blocks) + tid];
-    }
-
-    __syncthreads();
-
-    float kqmax = meta[0].x;
-#pragma unroll
-    for (int l = 1; l < parallel_blocks; ++l) {
-        kqmax = max(kqmax, meta[l].x);
-    }
-
-    float VKQ_numerator   = 0.0f;
-    float VKQ_denominator = 0.0f;
-#pragma unroll
-    for (int l = 0; l < parallel_blocks; ++l) {
-        const float diff = meta[l].x - kqmax;
-        const float KQ_max_scale = expf(diff);
-        const uint32_t ftz_mask = 0xFFFFFFFF * (diff > SOFTMAX_FTZ_THRESHOLD);
-        *((uint32_t *) &KQ_max_scale) &= ftz_mask;
-
-        VKQ_numerator   += KQ_max_scale * VKQ_parts[l*gridDim.y*D + blockIdx.y*D + tid];
-        VKQ_denominator += KQ_max_scale * meta[l].y;
-    }
-
-    dst[blockIdx.y*D + tid] = VKQ_numerator / VKQ_denominator;
-#else
-   NO_DEVICE_CODE;
-#endif // FP16_AVAILABLE
-}
-
 constexpr int get_max_power_of_2(int x) {
     return x % 2 == 0 ? 2*get_max_power_of_2(x/2) : 1;
 }
@@ -642,173 +429,94 @@ static_assert(get_VKQ_stride( 80, 1, 16) ==  16, "Test failed.");
 static_assert(get_VKQ_stride( 80, 2, 16) ==  16, "Test failed.");
 static_assert(get_VKQ_stride( 80, 4, 16) ==  16, "Test failed.");
 
-template <int D, int parallel_blocks> void launch_fattn_vec_f16(
-        const ggml_tensor * Q, const ggml_tensor * K, const ggml_tensor * V, ggml_tensor * KQV, const ggml_tensor * mask,
-        ggml_cuda_pool & pool, cudaStream_t main_stream
-) {
-    ggml_cuda_pool_alloc<float>  dst_tmp(pool);
-    ggml_cuda_pool_alloc<float2> dst_tmp_meta(pool);
+template <int D, int cols_per_block, int nwarps, typename KQ_acc_t>
+void launch_fattn_f16(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * Q = dst->src[0];
 
-    if (parallel_blocks > 1) {
-        dst_tmp.alloc(parallel_blocks*ggml_nelements(KQV));
-        dst_tmp_meta.alloc(parallel_blocks*ggml_nrows(KQV));
-    }
-
-    constexpr int  nwarps = (D + WARP_SIZE - 1) / WARP_SIZE;
-    const     dim3 block_dim(WARP_SIZE, nwarps, 1);
-    const     dim3 blocks_num(parallel_blocks*Q->ne[1], Q->ne[2], Q->ne[3]);
-    const     int  shmem = 0;
-
-    float scale;
-    memcpy(&scale, KQV->op_params, sizeof(float));
-
-    flash_attn_vec_ext_f16<D, parallel_blocks>
-        <<<blocks_num, block_dim, shmem, main_stream>>> (
-                (const char *) Q->data,
-                (const char *) K->data,
-                (const char *) V->data,
-                mask ? ((const char *) mask->data) : nullptr,
-                parallel_blocks == 1 ? (float *) KQV->data : dst_tmp.ptr, dst_tmp_meta.ptr,
-                scale,
-                Q->ne[0], Q->ne[1], Q->ne[2], Q->ne[3],
-                K->ne[0], K->ne[1], K->ne[2], K->ne[3],
-                mask ? mask->ne[1] : 0, mask ?  mask->nb[1] : 0,
-                Q->nb[1], Q->nb[2], Q->nb[3],
-                K->nb[1], K->nb[2], K->nb[3],
-                KQV->ne[0], KQV->ne[1], KQV->ne[2], KQV->ne[3]
-                );
-    CUDA_CHECK(cudaGetLastError());
-
-    if (parallel_blocks == 1) {
-        return;
-    }
-
-    const dim3 block_dim_combine(D, 1, 1);
-    const dim3 blocks_num_combine(Q->ne[1], blocks_num.y, blocks_num.z);
-    const int  shmem_combine = 0;
-
-    flash_attn_combine_results<D, parallel_blocks>
-        <<<blocks_num_combine, block_dim_combine, shmem_combine, main_stream>>>
-        (dst_tmp.ptr, dst_tmp_meta.ptr, (float *) KQV->data);
-    CUDA_CHECK(cudaGetLastError());
-}
-
-template <int D, int cols_per_block, int nwarps, int parallel_blocks, typename KQ_acc_t> void launch_fattn_f16_impl(
-        const ggml_tensor * Q, const ggml_tensor * K, const ggml_tensor * V, ggml_tensor * KQV, const ggml_tensor * mask,
-        ggml_cuda_pool & pool, cudaStream_t main_stream
-) {
-    ggml_cuda_pool_alloc<float>  dst_tmp(pool);
-    ggml_cuda_pool_alloc<float2> dst_tmp_meta(pool);
-
-    if (parallel_blocks > 1) {
-        dst_tmp.alloc(parallel_blocks*ggml_nelements(KQV));
-        dst_tmp_meta.alloc(parallel_blocks*ggml_nrows(KQV));
-    }
-
-    constexpr int  frag_m = (cols_per_block) == 8 && (D) % 32 == 0 ? 32 : 16;
-    const     dim3 block_dim(WARP_SIZE, nwarps, 1);
-    const     dim3 blocks_num(parallel_blocks*(Q->ne[1] + cols_per_block - 1) / cols_per_block, Q->ne[2], Q->ne[3]);
-    const     int  shmem = 0;
-
-    float scale;
-    memcpy(&scale, KQV->op_params, sizeof(float));
-
-    flash_attn_ext_f16<D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t>
-        <<<blocks_num, block_dim, shmem, main_stream>>> (
-                (const char *) Q->data,
-                (const char *) K->data,
-                (const char *) V->data,
-                mask ? ((const char *) mask->data) : nullptr,
-                (parallel_blocks) == 1 ? (float *) KQV->data : dst_tmp.ptr, dst_tmp_meta.ptr,
-                scale,
-                Q->ne[0], Q->ne[1], Q->ne[2], Q->ne[3],
-                K->ne[0], K->ne[1], K->ne[2], K->ne[3],
-                mask ? mask->ne[1] : 0, mask ?  mask->nb[1] : 0,
-                Q->nb[1], Q->nb[2], Q->nb[3],
-                K->nb[1], K->nb[2], K->nb[3],
-                KQV->ne[0], KQV->ne[1], KQV->ne[2], KQV->ne[3]
-                );
-    CUDA_CHECK(cudaGetLastError());
-
-    if ((parallel_blocks) == 1) {
-        return;
-    }
-
-    const dim3 block_dim_combine(D, 1, 1);
-    const dim3 blocks_num_combine(Q->ne[1], blocks_num.y, blocks_num.z);
-    const int  shmem_combine = 0;
-
-    flash_attn_combine_results<D, parallel_blocks>
-        <<<blocks_num_combine, block_dim_combine, shmem_combine, main_stream>>>
-        (dst_tmp.ptr, dst_tmp_meta.ptr, (float *) KQV->data);
-    CUDA_CHECK(cudaGetLastError());
-}
-
-template <int D, int cols_per_block, int nwarps, typename KQ_acc_t> void launch_fattn_f16(
-        const ggml_tensor * Q, const ggml_tensor * K, const ggml_tensor * V, ggml_tensor * KQV, const ggml_tensor * mask,
-        const int nsm, ggml_cuda_pool & pool, cudaStream_t main_stream
-) {
+    constexpr int frag_m = cols_per_block == 8 && D % 32 == 0 ? 32 : 16;
     const int blocks_num_pb1 = ((Q->ne[1] + cols_per_block - 1) / cols_per_block)*Q->ne[2]*Q->ne[3];
+    const int nsm = ggml_cuda_info().devices[ggml_cuda_get_device()].nsm;
 
     if (4*blocks_num_pb1 < 2*nsm) {
-        launch_fattn_f16_impl<D, cols_per_block, nwarps, 4, KQ_acc_t>(Q, K, V, KQV, mask, pool, main_stream);
+        constexpr int parallel_blocks = 4;
+        fattn_kernel_t fattn_kernel = flash_attn_ext_f16<D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t>;
+        launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
         return;
     }
     if (2*blocks_num_pb1 < 2*nsm) {
-        launch_fattn_f16_impl<D, cols_per_block, nwarps, 2, KQ_acc_t>(Q, K, V, KQV, mask, pool, main_stream);
+        constexpr int parallel_blocks = 2;
+        fattn_kernel_t fattn_kernel = flash_attn_ext_f16<D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t>;
+        launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
         return;
     }
-    launch_fattn_f16_impl<D, cols_per_block, nwarps, 1, KQ_acc_t>(Q, K, V, KQV, mask, pool, main_stream);
+    constexpr int parallel_blocks = 1;
+    fattn_kernel_t fattn_kernel = flash_attn_ext_f16<D, cols_per_block, nwarps, get_VKQ_stride(D, nwarps, frag_m), parallel_blocks, KQ_acc_t>;
+    launch_fattn<D, parallel_blocks>(ctx, dst, fattn_kernel, nwarps, cols_per_block);
 }
 
 void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
-    const ggml_tensor * Q = dst->src[0];
-    const ggml_tensor * K = dst->src[1];
-    const ggml_tensor * V = dst->src[2];
-
-    const ggml_tensor * mask = dst->src[3];
-
-    ggml_tensor * KQV = dst;
-
-    GGML_ASSERT(Q->type == GGML_TYPE_F32);
-    GGML_ASSERT(K->type == GGML_TYPE_F16);
-    GGML_ASSERT(V->type == GGML_TYPE_F16);
-    GGML_ASSERT(KQV->type == GGML_TYPE_F32);
-
-    GGML_ASSERT(!mask || mask->type == GGML_TYPE_F16);
-    GGML_ASSERT(!mask || mask->ne[1] >= GGML_PAD(Q->ne[1], 16) &&
-                                "the Flash-Attention CUDA kernel requires the mask to be padded to 16 and at least n_queries big");
-
-    GGML_ASSERT(K->ne[1] % FATTN_KQ_STRIDE == 0 && "Incorrect KV cache padding.");
+    const ggml_tensor * KQV = dst;
+    const ggml_tensor * Q   = dst->src[0];
 
     ggml_cuda_set_device(ctx.device);
+    const int cc = ggml_cuda_info().devices[ggml_cuda_get_device()].cc;
+    const int32_t precision = KQV->op_params[2];
 
-    const int nsm = ggml_cuda_info().devices[ggml_cuda_get_device()].nsm;
+    // On AMD the tile kernels perform poorly, use the vec kernel instead:
+    if (cc >= CC_OFFSET_AMD) {
+        if (precision == GGML_PREC_DEFAULT) {
+            ggml_cuda_flash_attn_ext_vec_f16_no_mma(ctx, dst);
+        } else {
+            ggml_cuda_flash_attn_ext_vec_f32(ctx, dst);
+        }
+        return;
+    }
 
-    const int32_t precision = KQV->op_params[1];
+    if (!fast_fp16_available(cc)) {
+        if (Q->ne[1] <= 8) {
+            ggml_cuda_flash_attn_ext_vec_f32(ctx, dst);
+        } else {
+            ggml_cuda_flash_attn_ext_tile_f32(ctx, dst);
+        }
+        return;
+    }
+
+    if (!fp16_mma_available(cc)) {
+        if (Q->ne[1] <= 8) {
+            ggml_cuda_flash_attn_ext_vec_f16_no_mma(ctx, dst);
+        } else {
+            ggml_cuda_flash_attn_ext_tile_f16(ctx, dst);
+        }
+        return;
+    }
 
     if (precision != GGML_PREC_DEFAULT) {
+        if (Q->ne[1] == 1 && (Q->ne[0] == 64 || Q->ne[0] == 128)) {
+            ggml_cuda_flash_attn_ext_vec_f32(ctx, dst);
+            return;
+        }
+
         if (Q->ne[1] <= 32 || Q->ne[0] > 128) {
             constexpr int cols_per_block = 16;
             constexpr int nwarps         =  4;
             switch (Q->ne[0]) {
                 case 64:
-                    launch_fattn_f16< 64, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 64, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 80:
-                    launch_fattn_f16< 80, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 80, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 96:
-                    launch_fattn_f16< 96, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 96, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 112:
-                    launch_fattn_f16<112, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16<112, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 128:
-                    launch_fattn_f16<128, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16<128, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 256:
-                    launch_fattn_f16<256, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16<256, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 default:
                     GGML_ASSERT(false);
@@ -819,22 +527,22 @@ void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst
             constexpr int nwarps         =  4;
             switch (Q->ne[0]) {
                 case 64:
-                    launch_fattn_f16< 64, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 64, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 80:
-                    launch_fattn_f16< 80, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 80, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 96:
-                    launch_fattn_f16< 96, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16< 96, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 112:
-                    launch_fattn_f16<112, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16<112, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 case 128:
-                    launch_fattn_f16<128, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                    launch_fattn_f16<128, cols_per_block, nwarps, float>(ctx, dst);
                     break;
                 // case 256:
-                //     launch_fattn_f16<256, cols_per_block, nwarps, float>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                //     launch_fattn_f16<256, cols_per_block, nwarps, float>(ctx, dst);
                 //     break;
                 default:
                     GGML_ASSERT(false);
@@ -845,21 +553,7 @@ void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst
     }
 
     if (Q->ne[1] == 1 && Q->ne[0] % (2*WARP_SIZE) == 0) {
-        constexpr int parallel_blocks = 4;
-        switch (Q->ne[0]) {
-            case 64:
-                launch_fattn_vec_f16< 64, parallel_blocks>(Q, K, V, KQV, mask, ctx.pool(), ctx.stream());
-                break;
-            case 128:
-                launch_fattn_vec_f16<128, parallel_blocks>(Q, K, V, KQV, mask, ctx.pool(), ctx.stream());
-                break;
-            case 256:
-                launch_fattn_vec_f16<256, parallel_blocks>(Q, K, V, KQV, mask, ctx.pool(), ctx.stream());
-                break;
-            default:
-                GGML_ASSERT(false);
-                break;
-        }
+        ggml_cuda_flash_attn_ext_vec_f16(ctx, dst);
         return;
     }
 
@@ -868,16 +562,16 @@ void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst
         constexpr int nwarps         = 4;
         switch (Q->ne[0]) {
             case 64:
-                launch_fattn_f16< 64, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16< 64, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 96:
-                launch_fattn_f16< 96, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16< 96, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 128:
-                launch_fattn_f16<128, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16<128, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 256:
-                launch_fattn_f16<256, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16<256, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             default:
                 GGML_ASSERT(false);
@@ -891,22 +585,22 @@ void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst
         constexpr int nwarps         =  4;
         switch (Q->ne[0]) {
             case 64:
-                launch_fattn_f16< 64, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16< 64, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 80:
-                launch_fattn_f16< 80, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16< 80, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 96:
-                launch_fattn_f16< 96, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16< 96, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 112:
-                launch_fattn_f16<112, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16<112, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 128:
-                launch_fattn_f16<128, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16<128, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             case 256:
-                launch_fattn_f16<256, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+                launch_fattn_f16<256, cols_per_block, nwarps, half>(ctx, dst);
                 break;
             default:
                 GGML_ASSERT(false);
@@ -919,22 +613,22 @@ void ggml_cuda_flash_attn_ext(ggml_backend_cuda_context & ctx, ggml_tensor * dst
     constexpr int nwarps         =  4;
     switch (Q->ne[0]) {
         case 64:
-            launch_fattn_f16< 64, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16< 64, cols_per_block, nwarps, half>(ctx, dst);
             break;
         case 80:
-            launch_fattn_f16< 80, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16< 80, cols_per_block, nwarps, half>(ctx, dst);
             break;
         case 96:
-            launch_fattn_f16< 96, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16< 96, cols_per_block, nwarps, half>(ctx, dst);
             break;
         case 112:
-            launch_fattn_f16<112, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16<112, cols_per_block, nwarps, half>(ctx, dst);
             break;
         case 128:
-            launch_fattn_f16<128, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16<128, cols_per_block, nwarps, half>(ctx, dst);
             break;
         case 256:
-            launch_fattn_f16<256, cols_per_block, nwarps, half>(Q, K, V, KQV, mask, nsm, ctx.pool(), ctx.stream());
+            launch_fattn_f16<256, cols_per_block, nwarps, half>(ctx, dst);
             break;
         default:
             GGML_ASSERT(false);
diff --git a/ggml-cuda/mmq.cu b/ggml-cuda/mmq.cu
index 60d6616a8..c0a66d9b6 100644
--- a/ggml-cuda/mmq.cu
+++ b/ggml-cuda/mmq.cu
@@ -9,6 +9,135 @@ typedef float (*vec_dot_q_mul_mat_cuda_t)(
     const int * __restrict__ x_ql, const half2 * __restrict__ x_dm, const int * __restrict__ x_qh, const int * __restrict__ x_sc,
     const int * __restrict__ y_qs, const half2 * __restrict__ y_ms, const int & i, const int & j, const int & k);
 typedef void (*dot_kernel_k_t)(const void * __restrict__ vx, const int ib, const int iqs, const float * __restrict__ y, float & v);
+typedef void (mul_mat_q_t)(
+    const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
+    const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst);
+
+struct mmq_arch_config_t {
+    int x;
+    int y;
+    int nwarps;
+};
+
+struct mmq_config_t {
+    mmq_arch_config_t rdna2;
+    mmq_arch_config_t rdna1;
+    mmq_arch_config_t ampere;
+    mmq_arch_config_t pascal;
+};
+
+constexpr mmq_config_t MMQ_CONFIG_Q4_0 = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 64,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q4_1 = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 64,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q5_0 = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 64,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        {128,  64, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q5_1 = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 64,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        {128,  64, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q8_0 = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 64,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        {128,  64, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q2_K = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        {128,  32, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q3_K = {
+//        x    y  nwarps
+        {128,  64, 8},
+        { 32, 128, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        {128, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q4_K = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 32,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q5_K = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 32,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64, 128, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+constexpr mmq_config_t MMQ_CONFIG_Q6_K = {
+//        x    y  nwarps
+        { 64, 128, 8},
+        { 32,  64, 8},
+#ifdef CUDA_USE_TENSOR_CORES
+        {  4,  32, 4},
+#else
+        { 64,  64, 4},
+#endif // CUDA_USE_TENSOR_CORES
+        { 64,  64, 8},
+};
+
+// ------------------------------------------------------------
 
 template <int mmq_y> static __device__ __forceinline__ void allocate_tiles_q4_0(int ** x_ql, half2 ** x_dm, int ** x_qh, int ** x_sc) {
     GGML_UNUSED(x_qh);
@@ -697,11 +826,7 @@ template <int mmq_y, int nwarps, bool need_check> static __device__ __forceinlin
 
         const block_q4_K * bxi = bx0 + i*blocks_per_row + kbxd;
 
-#if QK_K == 256
         x_dm[i * (WARP_SIZE/QI4_K) + i / QI4_K + kbxd] = bxi->dm;
-#else
-        x_dm[i * (WARP_SIZE/QI4_K) + i / QI4_K + kbxd] = {bxi->dm[0], bxi->dm[1]};
-#endif
     }
 
 #pragma unroll
@@ -804,9 +929,7 @@ template <int mmq_y, int nwarps, bool need_check> static __device__ __forceinlin
 
         const block_q5_K * bxi = bx0 + i*blocks_per_row + kbxd;
 
-#if QK_K == 256
         x_dm[i * (WARP_SIZE/QI5_K) + i / QI5_K + kbxd] = bxi->dm;
-#endif
     }
 
 #pragma unroll
@@ -943,25 +1066,6 @@ static __device__ __forceinline__ float vec_dot_q6_K_q8_1_mul_mat(
     return vec_dot_q6_K_q8_1_impl_mmq(&x_ql[index_x], &y_qs[index_y], sc, x_dmf[i * (WARP_SIZE/QI6_K) + i/QI6_K], &y_df[index_y/QI8_1]);
 }
 
-#define  MMQ_X_Q4_0_RDNA2  64
-#define  MMQ_Y_Q4_0_RDNA2  128
-#define NWARPS_Q4_0_RDNA2  8
-#define  MMQ_X_Q4_0_RDNA1  64
-#define  MMQ_Y_Q4_0_RDNA1  64
-#define NWARPS_Q4_0_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q4_0_AMPERE 4
-#define  MMQ_Y_Q4_0_AMPERE 32
-#define NWARPS_Q4_0_AMPERE 4
-#else
-#define  MMQ_X_Q4_0_AMPERE 64
-#define  MMQ_Y_Q4_0_AMPERE 128
-#define NWARPS_Q4_0_AMPERE 4
-#endif
-#define  MMQ_X_Q4_0_PASCAL 64
-#define  MMQ_Y_Q4_0_PASCAL 64
-#define NWARPS_Q4_0_PASCAL 8
-
 template <int qk, int qr, int qi, bool need_sum, typename block_q_t, int mmq_x, int mmq_y, int nwarps,
               allocate_tiles_cuda_t allocate_tiles, load_tiles_cuda_t load_tiles, int vdr, vec_dot_q_mul_mat_cuda_t vec_dot>
 static __device__ __forceinline__ void mul_mat_q(
@@ -1072,1117 +1176,275 @@ static __device__ __forceinline__ void mul_mat_q(
     }
 }
 
+static constexpr __device__ mmq_arch_config_t get_arch_config_device(mmq_config_t mmq_config) {
+
+#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+
+#if defined(RDNA3) || defined(RDNA2)
+    return mmq_config.rdna2;
+#else
+    return mmq_config.rdna1;
+#endif // defined(RDNA3) || defined(RDNA2)
+
+#else
+
+#if __CUDA_ARCH__ >= CC_VOLTA
+    return mmq_config.ampere;
+#else
+    return mmq_config.pascal;
+#endif // __CUDA_ARCH__ >= CC_VOLTA
+
+#endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
+}
+
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q4_0_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_0.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
     mul_mat_q4_0(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q4_0_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q4_0_RDNA2;
-    const int nwarps = NWARPS_Q4_0_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q4_0_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q4_0_RDNA1;
-    const int nwarps = NWARPS_Q4_0_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q4_0);
 
-    mul_mat_q<QK4_0, QR4_0, QI4_0, true, block_q4_0, mmq_x, mmq_y, nwarps, allocate_tiles_q4_0<mmq_y>,
-        load_tiles_q4_0<mmq_y, nwarps, need_check>, VDR_Q4_0_Q8_1_MMQ, vec_dot_q4_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q4_0_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q4_0_AMPERE;
-    const int nwarps = NWARPS_Q4_0_AMPERE;
-
-    mul_mat_q<QK4_0, QR4_0, QI4_0, true, block_q4_0, mmq_x, mmq_y, nwarps, allocate_tiles_q4_0<mmq_y>,
-        load_tiles_q4_0<mmq_y, nwarps, need_check>, VDR_Q4_0_Q8_1_MMQ, vec_dot_q4_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q4_0_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q4_0_PASCAL;
-    const int nwarps = NWARPS_Q4_0_PASCAL;
-
-    mul_mat_q<QK4_0, QR4_0, QI4_0, true, block_q4_0, mmq_x, mmq_y, nwarps, allocate_tiles_q4_0<mmq_y>,
-        load_tiles_q4_0<mmq_y, nwarps, need_check>, VDR_Q4_0_Q8_1_MMQ, vec_dot_q4_0_q8_1_mul_mat>
+    mul_mat_q<QK4_0, QR4_0, QI4_0, true, block_q4_0, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q4_0<arch_config.y>,
+        load_tiles_q4_0<arch_config.y, arch_config.nwarps, need_check>, VDR_Q4_0_Q8_1_MMQ, vec_dot_q4_0_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q4_0_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q4_1_RDNA2  64
-#define  MMQ_Y_Q4_1_RDNA2  128
-#define NWARPS_Q4_1_RDNA2  8
-#define  MMQ_X_Q4_1_RDNA1  64
-#define  MMQ_Y_Q4_1_RDNA1  64
-#define NWARPS_Q4_1_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q4_1_AMPERE 4
-#define  MMQ_Y_Q4_1_AMPERE 32
-#define NWARPS_Q4_1_AMPERE 4
-#else
-#define  MMQ_X_Q4_1_AMPERE 64
-#define  MMQ_Y_Q4_1_AMPERE 128
-#define NWARPS_Q4_1_AMPERE 4
-#endif
-#define  MMQ_X_Q4_1_PASCAL 64
-#define  MMQ_Y_Q4_1_PASCAL 64
-#define NWARPS_Q4_1_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q4_1_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_1.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #elif __CUDA_ARCH__ < CC_VOLTA
-    __launch_bounds__(WARP_SIZE*NWARPS_Q4_1_PASCAL, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_1.pascal.nwarps, 2)
 #endif // __CUDA_ARCH__ < CC_VOLTA
     mul_mat_q4_1(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q4_1_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q4_1_RDNA2;
-    const int nwarps = NWARPS_Q4_1_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q4_1_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q4_1_RDNA1;
-    const int nwarps = NWARPS_Q4_1_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q4_1);
 
-    mul_mat_q<QK4_1, QR4_1, QI4_1, true, block_q4_1, mmq_x, mmq_y, nwarps, allocate_tiles_q4_1<mmq_y>,
-        load_tiles_q4_1<mmq_y, nwarps, need_check>, VDR_Q4_1_Q8_1_MMQ, vec_dot_q4_1_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q4_1_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q4_1_AMPERE;
-    const int nwarps = NWARPS_Q4_1_AMPERE;
-
-    mul_mat_q<QK4_1, QR4_1, QI4_1, true, block_q4_1, mmq_x, mmq_y, nwarps, allocate_tiles_q4_1<mmq_y>,
-        load_tiles_q4_1<mmq_y, nwarps, need_check>, VDR_Q4_1_Q8_1_MMQ, vec_dot_q4_1_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q4_1_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q4_1_PASCAL;
-    const int nwarps = NWARPS_Q4_1_PASCAL;
-
-    mul_mat_q<QK4_1, QR4_1, QI4_1, true, block_q4_1, mmq_x, mmq_y, nwarps, allocate_tiles_q4_1<mmq_y>,
-        load_tiles_q4_1<mmq_y, nwarps, need_check>, VDR_Q4_1_Q8_1_MMQ, vec_dot_q4_1_q8_1_mul_mat>
+    mul_mat_q<QK4_1, QR4_1, QI4_1, true, block_q4_1, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q4_1<arch_config.y>,
+        load_tiles_q4_1<arch_config.y, arch_config.nwarps, need_check>, VDR_Q4_1_Q8_1_MMQ, vec_dot_q4_1_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q4_1_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q5_0_RDNA2  64
-#define  MMQ_Y_Q5_0_RDNA2  128
-#define NWARPS_Q5_0_RDNA2  8
-#define  MMQ_X_Q5_0_RDNA1  64
-#define  MMQ_Y_Q5_0_RDNA1  64
-#define NWARPS_Q5_0_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q5_0_AMPERE 4
-#define  MMQ_Y_Q5_0_AMPERE 32
-#define NWARPS_Q5_0_AMPERE 4
-#else
-#define  MMQ_X_Q5_0_AMPERE 128
-#define  MMQ_Y_Q5_0_AMPERE 64
-#define NWARPS_Q5_0_AMPERE 4
-#endif
-#define  MMQ_X_Q5_0_PASCAL 64
-#define  MMQ_Y_Q5_0_PASCAL 64
-#define NWARPS_Q5_0_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q5_0_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q5_0.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
     mul_mat_q5_0(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q5_0_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q5_0_RDNA2;
-    const int nwarps = NWARPS_Q5_0_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q5_0_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q5_0_RDNA1;
-    const int nwarps = NWARPS_Q5_0_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q5_0);
 
-    mul_mat_q<QK5_0, QR5_0, QI5_0, false, block_q5_0, mmq_x, mmq_y, nwarps, allocate_tiles_q5_0<mmq_y>,
-        load_tiles_q5_0<mmq_y, nwarps, need_check>, VDR_Q5_0_Q8_1_MMQ, vec_dot_q5_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q5_0_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q5_0_AMPERE;
-    const int nwarps = NWARPS_Q5_0_AMPERE;
-
-    mul_mat_q<QK5_0, QR5_0, QI5_0, false, block_q5_0, mmq_x, mmq_y, nwarps, allocate_tiles_q5_0<mmq_y>,
-        load_tiles_q5_0<mmq_y, nwarps, need_check>, VDR_Q5_0_Q8_1_MMQ, vec_dot_q5_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q5_0_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q5_0_PASCAL;
-    const int nwarps = NWARPS_Q5_0_PASCAL;
-
-    mul_mat_q<QK5_0, QR5_0, QI5_0, false, block_q5_0, mmq_x, mmq_y, nwarps, allocate_tiles_q5_0<mmq_y>,
-        load_tiles_q5_0<mmq_y, nwarps, need_check>, VDR_Q5_0_Q8_1_MMQ, vec_dot_q5_0_q8_1_mul_mat>
+    mul_mat_q<QK5_0, QR5_0, QI5_0, false, block_q5_0, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q5_0<arch_config.y>,
+        load_tiles_q5_0<arch_config.y, arch_config.nwarps, need_check>, VDR_Q5_0_Q8_1_MMQ, vec_dot_q5_0_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q5_0_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q5_1_RDNA2  64
-#define  MMQ_Y_Q5_1_RDNA2  128
-#define NWARPS_Q5_1_RDNA2  8
-#define  MMQ_X_Q5_1_RDNA1  64
-#define  MMQ_Y_Q5_1_RDNA1  64
-#define NWARPS_Q5_1_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q5_1_AMPERE 4
-#define  MMQ_Y_Q5_1_AMPERE 32
-#define NWARPS_Q5_1_AMPERE 4
-#else
-#define  MMQ_X_Q5_1_AMPERE 128
-#define  MMQ_Y_Q5_1_AMPERE 64
-#define NWARPS_Q5_1_AMPERE 4
-#endif
-#define  MMQ_X_Q5_1_PASCAL 64
-#define  MMQ_Y_Q5_1_PASCAL 64
-#define NWARPS_Q5_1_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q5_1_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q5_1.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 mul_mat_q5_1(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q5_1_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q5_1_RDNA2;
-    const int nwarps = NWARPS_Q5_1_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q5_1_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q5_1_RDNA1;
-    const int nwarps = NWARPS_Q5_1_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q5_1);
 
-    mul_mat_q<QK5_1, QR5_1, QI5_1, true, block_q5_1, mmq_x, mmq_y, nwarps, allocate_tiles_q5_1<mmq_y>,
-        load_tiles_q5_1<mmq_y, nwarps, need_check>, VDR_Q5_1_Q8_1_MMQ, vec_dot_q5_1_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q5_1_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q5_1_AMPERE;
-    const int nwarps = NWARPS_Q5_1_AMPERE;
-
-    mul_mat_q<QK5_1, QR5_1, QI5_1, true, block_q5_1, mmq_x, mmq_y, nwarps, allocate_tiles_q5_1<mmq_y>,
-        load_tiles_q5_1<mmq_y, nwarps, need_check>, VDR_Q5_1_Q8_1_MMQ, vec_dot_q5_1_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q5_1_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q5_1_PASCAL;
-    const int nwarps = NWARPS_Q5_1_PASCAL;
-
-    mul_mat_q<QK5_1, QR5_1, QI5_1, true, block_q5_1, mmq_x, mmq_y, nwarps, allocate_tiles_q5_1<mmq_y>,
-        load_tiles_q5_1<mmq_y, nwarps, need_check>, VDR_Q5_1_Q8_1_MMQ, vec_dot_q5_1_q8_1_mul_mat>
+    mul_mat_q<QK5_1, QR5_1, QI5_1, true, block_q5_1, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q5_1<arch_config.y>,
+        load_tiles_q5_1<arch_config.y, arch_config.nwarps, need_check>, VDR_Q5_1_Q8_1_MMQ, vec_dot_q5_1_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q5_1_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q8_0_RDNA2  64
-#define  MMQ_Y_Q8_0_RDNA2  128
-#define NWARPS_Q8_0_RDNA2  8
-#define  MMQ_X_Q8_0_RDNA1  64
-#define  MMQ_Y_Q8_0_RDNA1  64
-#define NWARPS_Q8_0_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q8_0_AMPERE 4
-#define  MMQ_Y_Q8_0_AMPERE 32
-#define NWARPS_Q8_0_AMPERE 4
-#else
-#define  MMQ_X_Q8_0_AMPERE 128
-#define  MMQ_Y_Q8_0_AMPERE 64
-#define NWARPS_Q8_0_AMPERE 4
-#endif
-#define  MMQ_X_Q8_0_PASCAL 64
-#define  MMQ_Y_Q8_0_PASCAL 64
-#define NWARPS_Q8_0_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q8_0_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q8_0.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
     mul_mat_q8_0(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q8_0_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q8_0_RDNA2;
-    const int nwarps = NWARPS_Q8_0_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q8_0_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q8_0_RDNA1;
-    const int nwarps = NWARPS_Q8_0_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q8_0);
 
-    mul_mat_q<QK8_0, QR8_0, QI8_0, false, block_q8_0, mmq_x, mmq_y, nwarps, allocate_tiles_q8_0<mmq_y>,
-        load_tiles_q8_0<mmq_y, nwarps, need_check>, VDR_Q8_0_Q8_1_MMQ, vec_dot_q8_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q8_0_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q8_0_AMPERE;
-    const int nwarps = NWARPS_Q8_0_AMPERE;
-
-    mul_mat_q<QK8_0, QR8_0, QI8_0, false, block_q8_0, mmq_x, mmq_y, nwarps, allocate_tiles_q8_0<mmq_y>,
-        load_tiles_q8_0<mmq_y, nwarps, need_check>, VDR_Q8_0_Q8_1_MMQ, vec_dot_q8_0_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q8_0_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q8_0_PASCAL;
-    const int nwarps = NWARPS_Q8_0_PASCAL;
-
-    mul_mat_q<QK8_0, QR8_0, QI8_0, false, block_q8_0, mmq_x, mmq_y, nwarps, allocate_tiles_q8_0<mmq_y>,
-        load_tiles_q8_0<mmq_y, nwarps, need_check>, VDR_Q8_0_Q8_1_MMQ, vec_dot_q8_0_q8_1_mul_mat>
+    mul_mat_q<QK8_0, QR8_0, QI8_0, false, block_q8_0, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q8_0<arch_config.y>,
+        load_tiles_q8_0<arch_config.y, arch_config.nwarps, need_check>, VDR_Q8_0_Q8_1_MMQ, vec_dot_q8_0_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q8_0_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q2_K_RDNA2  64
-#define  MMQ_Y_Q2_K_RDNA2  128
-#define NWARPS_Q2_K_RDNA2  8
-#define  MMQ_X_Q2_K_RDNA1  128
-#define  MMQ_Y_Q2_K_RDNA1  32
-#define NWARPS_Q2_K_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q2_K_AMPERE 4
-#define  MMQ_Y_Q2_K_AMPERE 32
-#define NWARPS_Q2_K_AMPERE 4
-#else
-#define  MMQ_X_Q2_K_AMPERE 64
-#define  MMQ_Y_Q2_K_AMPERE 128
-#define NWARPS_Q2_K_AMPERE 4
-#endif
-#define  MMQ_X_Q2_K_PASCAL 64
-#define  MMQ_Y_Q2_K_PASCAL 64
-#define NWARPS_Q2_K_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q2_K_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q2_K.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 mul_mat_q2_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q2_K_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q2_K_RDNA2;
-    const int nwarps = NWARPS_Q2_K_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q2_K_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q2_K_RDNA1;
-    const int nwarps = NWARPS_Q2_K_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q2_K);
 
-    mul_mat_q<QK_K, QR2_K, QI2_K, false, block_q2_K, mmq_x, mmq_y, nwarps, allocate_tiles_q2_K<mmq_y>,
-        load_tiles_q2_K<mmq_y, nwarps, need_check>, VDR_Q2_K_Q8_1_MMQ, vec_dot_q2_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q2_K_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q2_K_AMPERE;
-    const int nwarps = NWARPS_Q2_K_AMPERE;
-
-    mul_mat_q<QK_K, QR2_K, QI2_K, false, block_q2_K, mmq_x, mmq_y, nwarps, allocate_tiles_q2_K<mmq_y>,
-        load_tiles_q2_K<mmq_y, nwarps, need_check>, VDR_Q2_K_Q8_1_MMQ, vec_dot_q2_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q2_K_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q2_K_PASCAL;
-    const int nwarps = NWARPS_Q2_K_PASCAL;
-
-    mul_mat_q<QK_K, QR2_K, QI2_K, false, block_q2_K, mmq_x, mmq_y, nwarps, allocate_tiles_q2_K<mmq_y>,
-        load_tiles_q2_K<mmq_y, nwarps, need_check>, VDR_Q2_K_Q8_1_MMQ, vec_dot_q2_K_q8_1_mul_mat>
+    mul_mat_q<QK_K, QR2_K, QI2_K, false, block_q2_K, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q2_K<arch_config.y>,
+        load_tiles_q2_K<arch_config.y, arch_config.nwarps, need_check>, VDR_Q2_K_Q8_1_MMQ, vec_dot_q2_K_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q2_K_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q3_K_RDNA2  128
-#define  MMQ_Y_Q3_K_RDNA2  64
-#define NWARPS_Q3_K_RDNA2  8
-#define  MMQ_X_Q3_K_RDNA1  32
-#define  MMQ_Y_Q3_K_RDNA1  128
-#define NWARPS_Q3_K_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q3_K_AMPERE 4
-#define  MMQ_Y_Q3_K_AMPERE 32
-#define NWARPS_Q3_K_AMPERE 4
-#else
-#define  MMQ_X_Q3_K_AMPERE 128
-#define  MMQ_Y_Q3_K_AMPERE 128
-#define NWARPS_Q3_K_AMPERE 4
-#endif
-#define  MMQ_X_Q3_K_PASCAL 64
-#define  MMQ_Y_Q3_K_PASCAL 64
-#define NWARPS_Q3_K_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q3_K_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q3_K.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #elif __CUDA_ARCH__ < CC_VOLTA
-    __launch_bounds__(WARP_SIZE*NWARPS_Q3_K_PASCAL, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q3_K.pascal.nwarps, 2)
 #endif // __CUDA_ARCH__ < CC_VOLTA
     mul_mat_q3_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q3_K_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q3_K_RDNA2;
-    const int nwarps = NWARPS_Q3_K_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q3_K_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q3_K_RDNA1;
-    const int nwarps = NWARPS_Q3_K_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q3_K);
 
-    mul_mat_q<QK_K, QR3_K, QI3_K, false, block_q3_K, mmq_x, mmq_y, nwarps, allocate_tiles_q3_K<mmq_y>,
-        load_tiles_q3_K<mmq_y, nwarps, need_check>, VDR_Q3_K_Q8_1_MMQ, vec_dot_q3_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q3_K_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q3_K_AMPERE;
-    const int nwarps = NWARPS_Q3_K_AMPERE;
-
-    mul_mat_q<QK_K, QR3_K, QI3_K, false, block_q3_K, mmq_x, mmq_y, nwarps, allocate_tiles_q3_K<mmq_y>,
-        load_tiles_q3_K<mmq_y, nwarps, need_check>, VDR_Q3_K_Q8_1_MMQ, vec_dot_q3_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q3_K_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q3_K_PASCAL;
-    const int nwarps = NWARPS_Q3_K_PASCAL;
-
-    mul_mat_q<QK_K, QR3_K, QI3_K, false, block_q3_K, mmq_x, mmq_y, nwarps, allocate_tiles_q3_K<mmq_y>,
-        load_tiles_q3_K<mmq_y, nwarps, need_check>, VDR_Q3_K_Q8_1_MMQ, vec_dot_q3_K_q8_1_mul_mat>
+    mul_mat_q<QK_K, QR3_K, QI3_K, false, block_q3_K, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q3_K<arch_config.y>,
+        load_tiles_q3_K<arch_config.y, arch_config.nwarps, need_check>, VDR_Q3_K_Q8_1_MMQ, vec_dot_q3_K_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q3_K_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q4_K_RDNA2  64
-#define  MMQ_Y_Q4_K_RDNA2  128
-#define NWARPS_Q4_K_RDNA2  8
-#define  MMQ_X_Q4_K_RDNA1  32
-#define  MMQ_Y_Q4_K_RDNA1  64
-#define NWARPS_Q4_K_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q4_K_AMPERE 4
-#define  MMQ_Y_Q4_K_AMPERE 32
-#define NWARPS_Q4_K_AMPERE 4
-#else
-#define  MMQ_X_Q4_K_AMPERE 64
-#define  MMQ_Y_Q4_K_AMPERE 128
-#define NWARPS_Q4_K_AMPERE 4
-#endif
-#define  MMQ_X_Q4_K_PASCAL 64
-#define  MMQ_Y_Q4_K_PASCAL 64
-#define NWARPS_Q4_K_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q4_K_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_K.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #elif __CUDA_ARCH__ < CC_VOLTA
-    __launch_bounds__(WARP_SIZE*NWARPS_Q4_K_PASCAL, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_K.pascal.nwarps, 2)
 #endif // __CUDA_ARCH__ < CC_VOLTA
     mul_mat_q4_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q4_K_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q4_K_RDNA2;
-    const int nwarps = NWARPS_Q4_K_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q4_K_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q4_K_RDNA1;
-    const int nwarps = NWARPS_Q4_K_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q4_K);
 
-    mul_mat_q<QK_K, QR4_K, QI4_K, true, block_q4_K, mmq_x, mmq_y, nwarps, allocate_tiles_q4_K<mmq_y>,
-        load_tiles_q4_K<mmq_y, nwarps, need_check>, VDR_Q4_K_Q8_1_MMQ, vec_dot_q4_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q4_K_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q4_K_AMPERE;
-    const int nwarps = NWARPS_Q4_K_AMPERE;
-
-    mul_mat_q<QK_K, QR4_K, QI4_K, true, block_q4_K, mmq_x, mmq_y, nwarps, allocate_tiles_q4_K<mmq_y>,
-        load_tiles_q4_K<mmq_y, nwarps, need_check>, VDR_Q4_K_Q8_1_MMQ, vec_dot_q4_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q4_K_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q4_K_PASCAL;
-    const int nwarps = NWARPS_Q4_K_PASCAL;
-
-    mul_mat_q<QK_K, QR4_K, QI4_K, true, block_q4_K, mmq_x, mmq_y, nwarps, allocate_tiles_q4_K<mmq_y>,
-        load_tiles_q4_K<mmq_y, nwarps, need_check>, VDR_Q4_K_Q8_1_MMQ, vec_dot_q4_K_q8_1_mul_mat>
+    mul_mat_q<QK_K, QR4_K, QI4_K, true, block_q4_K, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q4_K<arch_config.y>,
+        load_tiles_q4_K<arch_config.y, arch_config.nwarps, need_check>, VDR_Q4_K_Q8_1_MMQ, vec_dot_q4_K_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q4_K_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q5_K_RDNA2  64
-#define  MMQ_Y_Q5_K_RDNA2  128
-#define NWARPS_Q5_K_RDNA2  8
-#define  MMQ_X_Q5_K_RDNA1  32
-#define  MMQ_Y_Q5_K_RDNA1  64
-#define NWARPS_Q5_K_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q5_K_AMPERE 4
-#define  MMQ_Y_Q5_K_AMPERE 32
-#define NWARPS_Q5_K_AMPERE 4
-#else
-#define  MMQ_X_Q5_K_AMPERE 64
-#define  MMQ_Y_Q5_K_AMPERE 128
-#define NWARPS_Q5_K_AMPERE 4
-#endif
-#define  MMQ_X_Q5_K_PASCAL 64
-#define  MMQ_Y_Q5_K_PASCAL 64
-#define NWARPS_Q5_K_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q5_K_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q5_K.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #endif // defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 mul_mat_q5_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q5_K_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q5_K_RDNA2;
-    const int nwarps = NWARPS_Q5_K_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q5_K_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q5_K_RDNA1;
-    const int nwarps = NWARPS_Q5_K_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q5_K);
 
-    mul_mat_q<QK_K, QR5_K, QI5_K, true, block_q5_K, mmq_x, mmq_y, nwarps, allocate_tiles_q5_K<mmq_y>,
-        load_tiles_q5_K<mmq_y, nwarps, need_check>, VDR_Q5_K_Q8_1_MMQ, vec_dot_q5_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q5_K_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q5_K_AMPERE;
-    const int nwarps = NWARPS_Q5_K_AMPERE;
-
-    mul_mat_q<QK_K, QR5_K, QI5_K, true, block_q5_K, mmq_x, mmq_y, nwarps, allocate_tiles_q5_K<mmq_y>,
-        load_tiles_q5_K<mmq_y, nwarps, need_check>, VDR_Q5_K_Q8_1_MMQ, vec_dot_q5_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q5_K_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q5_K_PASCAL;
-    const int nwarps = NWARPS_Q5_K_PASCAL;
-
-    mul_mat_q<QK_K, QR5_K, QI5_K, true, block_q5_K, mmq_x, mmq_y, nwarps, allocate_tiles_q5_K<mmq_y>,
-        load_tiles_q5_K<mmq_y, nwarps, need_check>, VDR_Q5_K_Q8_1_MMQ, vec_dot_q5_K_q8_1_mul_mat>
+    mul_mat_q<QK_K, QR5_K, QI5_K, true, block_q5_K, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q5_K<arch_config.y>,
+        load_tiles_q5_K<arch_config.y, arch_config.nwarps, need_check>, VDR_Q5_K_Q8_1_MMQ, vec_dot_q5_K_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q5_K_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-#define  MMQ_X_Q6_K_RDNA2  64
-#define  MMQ_Y_Q6_K_RDNA2  128
-#define NWARPS_Q6_K_RDNA2  8
-#define  MMQ_X_Q6_K_RDNA1  32
-#define  MMQ_Y_Q6_K_RDNA1  64
-#define NWARPS_Q6_K_RDNA1  8
-#if defined(CUDA_USE_TENSOR_CORES)
-#define  MMQ_X_Q6_K_AMPERE 4
-#define  MMQ_Y_Q6_K_AMPERE 32
-#define NWARPS_Q6_K_AMPERE 4
-#else
-#define  MMQ_X_Q6_K_AMPERE 64
-#define  MMQ_Y_Q6_K_AMPERE 64
-#define NWARPS_Q6_K_AMPERE 4
-#endif
-#define  MMQ_X_Q6_K_PASCAL 64
-#define  MMQ_Y_Q6_K_PASCAL 64
-#define NWARPS_Q6_K_PASCAL 8
-
 template <bool need_check> static __global__ void
 #if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
 #if defined(RDNA3) || defined(RDNA2)
-    __launch_bounds__(WARP_SIZE*NWARPS_Q6_K_RDNA2, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q6_K.rdna2.nwarps, 2)
 #endif // defined(RDNA3) || defined(RDNA2)
 #elif __CUDA_ARCH__ < CC_VOLTA
-    __launch_bounds__(WARP_SIZE*NWARPS_Q6_K_PASCAL, 2)
+    __launch_bounds__(WARP_SIZE*MMQ_CONFIG_Q4_K.pascal.nwarps, 2)
 #endif // __CUDA_ARCH__ < CC_VOLTA
     mul_mat_q6_K(
     const void * __restrict__ vx, const void * __restrict__ vy, float * __restrict__ dst,
     const int ncols_x, const int nrows_x, const int ncols_y, const int nrows_y, const int nrows_dst) {
 
-#if defined(GGML_USE_HIPBLAS) && defined(__HIP_PLATFORM_AMD__)
-#if defined(RDNA3) || defined(RDNA2)
-    const int mmq_x  =  MMQ_X_Q6_K_RDNA2;
-    const int mmq_y  =  MMQ_Y_Q6_K_RDNA2;
-    const int nwarps = NWARPS_Q6_K_RDNA2;
-#else
-    const int mmq_x  =  MMQ_X_Q6_K_RDNA1;
-    const int mmq_y  =  MMQ_Y_Q6_K_RDNA1;
-    const int nwarps = NWARPS_Q6_K_RDNA1;
-#endif // defined(RDNA3) || defined(RDNA2)
+#if __CUDA_ARCH__ >= MIN_CC_DP4A
+    constexpr mmq_arch_config_t arch_config = get_arch_config_device(MMQ_CONFIG_Q6_K);
 
-    mul_mat_q<QK_K, QR6_K, QI6_K, false, block_q6_K, mmq_x, mmq_y, nwarps, allocate_tiles_q6_K<mmq_y>,
-        load_tiles_q6_K<mmq_y, nwarps, need_check>, VDR_Q6_K_Q8_1_MMQ, vec_dot_q6_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= CC_VOLTA
-    const int mmq_x  =  MMQ_X_Q6_K_AMPERE;
-    const int mmq_y  =  MMQ_Y_Q6_K_AMPERE;
-    const int nwarps = NWARPS_Q6_K_AMPERE;
-
-    mul_mat_q<QK_K, QR6_K, QI6_K, false, block_q6_K, mmq_x, mmq_y, nwarps, allocate_tiles_q6_K<mmq_y>,
-        load_tiles_q6_K<mmq_y, nwarps, need_check>, VDR_Q6_K_Q8_1_MMQ, vec_dot_q6_K_q8_1_mul_mat>
-        (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-
-#elif __CUDA_ARCH__ >= MIN_CC_DP4A
-    const int mmq_x  =  MMQ_X_Q6_K_PASCAL;
-    const int mmq_y  =  MMQ_Y_Q6_K_PASCAL;
-    const int nwarps = NWARPS_Q6_K_PASCAL;
-
-    mul_mat_q<QK_K, QR6_K, QI6_K, false, block_q6_K, mmq_x, mmq_y, nwarps, allocate_tiles_q6_K<mmq_y>,
-        load_tiles_q6_K<mmq_y, nwarps, need_check>, VDR_Q6_K_Q8_1_MMQ, vec_dot_q6_K_q8_1_mul_mat>
+    mul_mat_q<QK_K, QR6_K, QI6_K, false, block_q6_K, arch_config.x, arch_config.y, arch_config.nwarps, allocate_tiles_q6_K<arch_config.y>,
+        load_tiles_q6_K<arch_config.y, arch_config.nwarps, need_check>, VDR_Q6_K_Q8_1_MMQ, vec_dot_q6_K_q8_1_mul_mat>
         (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
 #else
+    GGML_UNUSED(get_arch_config_device);
     GGML_UNUSED(vec_dot_q6_K_q8_1_mul_mat);
     NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= CC_VOLTA
+#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
 }
 
-static void ggml_mul_mat_q4_0_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q4_0_RDNA2;
-        mmq_y  =  MMQ_Y_Q4_0_RDNA2;
-        nwarps = NWARPS_Q4_0_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q4_0_RDNA1;
-        mmq_y  =  MMQ_Y_Q4_0_RDNA1;
-        nwarps = NWARPS_Q4_0_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q4_0_AMPERE;
-        mmq_y  =  MMQ_Y_Q4_0_AMPERE;
-        nwarps = NWARPS_Q4_0_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q4_0_PASCAL;
-        mmq_y  =  MMQ_Y_Q4_0_PASCAL;
-        nwarps = NWARPS_Q4_0_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q4_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q4_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q4_1_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q4_1_RDNA2;
-        mmq_y  =  MMQ_Y_Q4_1_RDNA2;
-        nwarps = NWARPS_Q4_1_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q4_1_RDNA1;
-        mmq_y  =  MMQ_Y_Q4_1_RDNA1;
-        nwarps = NWARPS_Q4_1_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q4_1_AMPERE;
-        mmq_y  =  MMQ_Y_Q4_1_AMPERE;
-        nwarps = NWARPS_Q4_1_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q4_1_PASCAL;
-        mmq_y  =  MMQ_Y_Q4_1_PASCAL;
-        nwarps = NWARPS_Q4_1_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q4_1<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q4_1<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q5_0_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q5_0_RDNA2;
-        mmq_y  =  MMQ_Y_Q5_0_RDNA2;
-        nwarps = NWARPS_Q5_0_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q5_0_RDNA1;
-        mmq_y  =  MMQ_Y_Q5_0_RDNA1;
-        nwarps = NWARPS_Q5_0_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q5_0_AMPERE;
-        mmq_y  =  MMQ_Y_Q5_0_AMPERE;
-        nwarps = NWARPS_Q5_0_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q5_0_PASCAL;
-        mmq_y  =  MMQ_Y_Q5_0_PASCAL;
-        nwarps = NWARPS_Q5_0_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q5_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q5_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q5_1_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q5_1_RDNA2;
-        mmq_y  =  MMQ_Y_Q5_1_RDNA2;
-        nwarps = NWARPS_Q5_1_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q5_1_RDNA1;
-        mmq_y  =  MMQ_Y_Q5_1_RDNA1;
-        nwarps = NWARPS_Q5_1_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q5_1_AMPERE;
-        mmq_y  =  MMQ_Y_Q5_1_AMPERE;
-        nwarps = NWARPS_Q5_1_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q5_1_PASCAL;
-        mmq_y  =  MMQ_Y_Q5_1_PASCAL;
-        nwarps = NWARPS_Q5_1_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q5_1<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q5_1<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q8_0_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q8_0_RDNA2;
-        mmq_y  =  MMQ_Y_Q8_0_RDNA2;
-        nwarps = NWARPS_Q8_0_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q8_0_RDNA1;
-        mmq_y  =  MMQ_Y_Q8_0_RDNA1;
-        nwarps = NWARPS_Q8_0_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q8_0_AMPERE;
-        mmq_y  =  MMQ_Y_Q8_0_AMPERE;
-        nwarps = NWARPS_Q8_0_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q8_0_PASCAL;
-        mmq_y  =  MMQ_Y_Q8_0_PASCAL;
-        nwarps = NWARPS_Q8_0_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q8_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q8_0<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q2_K_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q2_K_RDNA2;
-        mmq_y  =  MMQ_Y_Q2_K_RDNA2;
-        nwarps = NWARPS_Q2_K_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q2_K_RDNA1;
-        mmq_y  =  MMQ_Y_Q2_K_RDNA1;
-        nwarps = NWARPS_Q2_K_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q2_K_AMPERE;
-        mmq_y  =  MMQ_Y_Q2_K_AMPERE;
-        nwarps = NWARPS_Q2_K_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q2_K_PASCAL;
-        mmq_y  =  MMQ_Y_Q2_K_PASCAL;
-        nwarps = NWARPS_Q2_K_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q2_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q2_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q3_K_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-#if QK_K == 256
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q3_K_RDNA2;
-        mmq_y  =  MMQ_Y_Q3_K_RDNA2;
-        nwarps = NWARPS_Q3_K_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q3_K_RDNA1;
-        mmq_y  =  MMQ_Y_Q3_K_RDNA1;
-        nwarps = NWARPS_Q3_K_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q3_K_AMPERE;
-        mmq_y  =  MMQ_Y_Q3_K_AMPERE;
-        nwarps = NWARPS_Q3_K_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q3_K_PASCAL;
-        mmq_y  =  MMQ_Y_Q3_K_PASCAL;
-        nwarps = NWARPS_Q3_K_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q3_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q3_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-#endif
-}
-
-static void ggml_mul_mat_q4_K_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q4_K_RDNA2;
-        mmq_y  =  MMQ_Y_Q4_K_RDNA2;
-        nwarps = NWARPS_Q4_K_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q4_K_RDNA1;
-        mmq_y  =  MMQ_Y_Q4_K_RDNA1;
-        nwarps = NWARPS_Q4_K_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q4_K_AMPERE;
-        mmq_y  =  MMQ_Y_Q4_K_AMPERE;
-        nwarps = NWARPS_Q4_K_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q4_K_PASCAL;
-        mmq_y  =  MMQ_Y_Q4_K_PASCAL;
-        nwarps = NWARPS_Q4_K_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q4_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q4_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q5_K_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q5_K_RDNA2;
-        mmq_y  =  MMQ_Y_Q5_K_RDNA2;
-        nwarps = NWARPS_Q5_K_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q5_K_RDNA1;
-        mmq_y  =  MMQ_Y_Q5_K_RDNA1;
-        nwarps = NWARPS_Q5_K_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q5_K_AMPERE;
-        mmq_y  =  MMQ_Y_Q5_K_AMPERE;
-        nwarps = NWARPS_Q5_K_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q5_K_PASCAL;
-        mmq_y  =  MMQ_Y_Q5_K_PASCAL;
-        nwarps = NWARPS_Q5_K_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q5_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q5_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
-
-static void ggml_mul_mat_q6_K_q8_1_cuda(
-    const void * vx, const void * vy, float * dst, const int ncols_x, const int nrows_x,
-    const int ncols_y, const int nrows_y, const int nrows_dst, cudaStream_t stream) {
-
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
-    const int compute_capability = ggml_cuda_info().devices[id].cc;
-
-    int mmq_x, mmq_y, nwarps;
-    if (compute_capability >= CC_RDNA2) {
-        mmq_x  =  MMQ_X_Q6_K_RDNA2;
-        mmq_y  =  MMQ_Y_Q6_K_RDNA2;
-        nwarps = NWARPS_Q6_K_RDNA2;
-    } else if (compute_capability >= CC_OFFSET_AMD) {
-        mmq_x  =  MMQ_X_Q6_K_RDNA1;
-        mmq_y  =  MMQ_Y_Q6_K_RDNA1;
-        nwarps = NWARPS_Q6_K_RDNA1;
-    } else if (compute_capability >= CC_VOLTA) {
-        mmq_x  =  MMQ_X_Q6_K_AMPERE;
-        mmq_y  =  MMQ_Y_Q6_K_AMPERE;
-        nwarps = NWARPS_Q6_K_AMPERE;
-    } else if (compute_capability >= MIN_CC_DP4A) {
-        mmq_x  =  MMQ_X_Q6_K_PASCAL;
-        mmq_y  =  MMQ_Y_Q6_K_PASCAL;
-        nwarps = NWARPS_Q6_K_PASCAL;
-    } else {
-        GGML_ASSERT(false);
-    }
-
-    const int block_num_x = (nrows_x + mmq_y - 1) / mmq_y;
-    const int block_num_y = (ncols_y + mmq_x - 1) / mmq_x;
-    const dim3 block_nums(block_num_x, block_num_y, 1);
-    const dim3 block_dims(WARP_SIZE, nwarps, 1);
-
-    if (nrows_x % mmq_y == 0) {
-        const bool need_check = false;
-        mul_mat_q6_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    } else {
-        const bool need_check = true;
-        mul_mat_q6_K<need_check><<<block_nums, block_dims, 0, stream>>>
-            (vx, vy, dst, ncols_x, nrows_x, ncols_y, nrows_y, nrows_dst);
-    }
-}
+#define MMQ_SWITCH_CASE(type_suffix)                                                                        \
+    case GGML_TYPE_Q##type_suffix: if (row_diff % arch_config.y == 0) {                                     \
+        const bool need_check = false;                                                                      \
+        mul_mat_q##type_suffix<need_check><<<block_nums, block_dims, 0, stream>>>                           \
+            (src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst); \
+    } else {                                                                                                \
+        const bool need_check = true;                                                                       \
+        mul_mat_q##type_suffix<need_check><<<block_nums, block_dims, 0, stream>>>                           \
+            (src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst); \
+    } break;                                                                                                \
 
 void ggml_cuda_op_mul_mat_q(
     ggml_backend_cuda_context & ctx,
@@ -2200,47 +1462,84 @@ void ggml_cuda_op_mul_mat_q(
     const int64_t row_diff = row_high - row_low;
 
     int id = ggml_cuda_get_device();
+    const int compute_capability = ggml_cuda_info().devices[id].cc;
 
     // the main device has a larger memory buffer to hold the results from all GPUs
     // nrows_dst == nrows of the matrix that the kernel writes into
     const int64_t nrows_dst = id == ctx.device ? ne0 : row_diff;
 
+    mmq_config_t mmq_config;
+
     switch (src0->type) {
         case GGML_TYPE_Q4_0:
-            ggml_mul_mat_q4_0_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q4_0;
             break;
         case GGML_TYPE_Q4_1:
-            ggml_mul_mat_q4_1_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q4_1;
             break;
         case GGML_TYPE_Q5_0:
-            ggml_mul_mat_q5_0_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q5_0;
             break;
         case GGML_TYPE_Q5_1:
-            ggml_mul_mat_q5_1_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q5_1;
             break;
         case GGML_TYPE_Q8_0:
-            ggml_mul_mat_q8_0_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q8_0;
             break;
         case GGML_TYPE_Q2_K:
-            ggml_mul_mat_q2_K_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q2_K;
             break;
         case GGML_TYPE_Q3_K:
-            ggml_mul_mat_q3_K_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q3_K;
             break;
         case GGML_TYPE_Q4_K:
-            ggml_mul_mat_q4_K_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q4_K;
             break;
         case GGML_TYPE_Q5_K:
-            ggml_mul_mat_q5_K_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q5_K;
             break;
         case GGML_TYPE_Q6_K:
-            ggml_mul_mat_q6_K_q8_1_cuda(src0_dd_i, src1_ddq_i, dst_dd_i, ne00, row_diff, src1_ncols, src1_padded_row_size, nrows_dst, stream);
+            mmq_config = MMQ_CONFIG_Q6_K;
             break;
         default:
             GGML_ASSERT(false);
             break;
     }
 
+    mmq_arch_config_t arch_config;
+    if (compute_capability >= CC_RDNA2) {
+        arch_config = mmq_config.rdna2;
+    } else if (compute_capability >= CC_OFFSET_AMD) {
+        arch_config = mmq_config.rdna1;
+    } else if (compute_capability >= CC_VOLTA) {
+        arch_config = mmq_config.ampere;
+    } else if (compute_capability >= MIN_CC_DP4A) {
+        arch_config = mmq_config.pascal;
+    } else {
+        GGML_ASSERT(false);
+    }
+
+    const int block_num_x = (row_diff   + arch_config.y - 1) / arch_config.y;
+    const int block_num_y = (src1_ncols + arch_config.x - 1) / arch_config.x;
+    const dim3 block_nums(block_num_x, block_num_y, 1);
+    const dim3 block_dims(WARP_SIZE, arch_config.nwarps, 1);
+
+    switch (src0->type) {
+        MMQ_SWITCH_CASE(4_0)
+        MMQ_SWITCH_CASE(4_1)
+        MMQ_SWITCH_CASE(5_0)
+        MMQ_SWITCH_CASE(5_1)
+        MMQ_SWITCH_CASE(8_0)
+        MMQ_SWITCH_CASE(2_K)
+        MMQ_SWITCH_CASE(3_K)
+        MMQ_SWITCH_CASE(4_K)
+        MMQ_SWITCH_CASE(5_K)
+        MMQ_SWITCH_CASE(6_K)
+        default:
+            GGML_ASSERT(false);
+            break;
+    }
+
     GGML_UNUSED(src1);
     GGML_UNUSED(dst);
     GGML_UNUSED(src1_ddf_i);
diff --git a/ggml-cuda/mmvq.cu b/ggml-cuda/mmvq.cu
index 396559001..65cc1bcaa 100644
--- a/ggml-cuda/mmvq.cu
+++ b/ggml-cuda/mmvq.cu
@@ -89,8 +89,7 @@ static void mul_mat_vec_q_cuda(
     GGML_ASSERT(ncols_x % qk == 0);
     GGML_ASSERT(ncols_y <= MMVQ_MAX_BATCH_SIZE);
 
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
+    int id = ggml_cuda_get_device();
 
     int64_t nwarps = 1;
     int64_t rows_per_cuda_block = 1;
@@ -328,8 +327,7 @@ void ggml_cuda_op_mul_mat_vec_q(
 
     const int64_t ne0 = dst->ne[0];
 
-    int id;
-    CUDA_CHECK(cudaGetDevice(&id));
+    int id = ggml_cuda_get_device();
 
     // the main device has a larger memory buffer to hold the results from all GPUs
     // nrows_dst == nrows of the matrix that the kernel writes into
diff --git a/ggml-cuda/norm.cu b/ggml-cuda/norm.cu
index 86f774534..30866d512 100644
--- a/ggml-cuda/norm.cu
+++ b/ggml-cuda/norm.cu
@@ -170,6 +170,8 @@ void ggml_cuda_op_norm(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     float * dst_d = (float *)dst->data;
     cudaStream_t stream = ctx.stream();
 
+    GGML_ASSERT(ggml_is_contiguous(src0));
+
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
@@ -188,6 +190,8 @@ void ggml_cuda_op_group_norm(ggml_backend_cuda_context & ctx, ggml_tensor * dst)
     float * dst_d = (float *)dst->data;
     cudaStream_t stream = ctx.stream();
 
+    GGML_ASSERT(ggml_is_contiguous(src0));
+
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
@@ -202,6 +206,8 @@ void ggml_cuda_op_rms_norm(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     float * dst_d = (float *)dst->data;
     cudaStream_t stream = ctx.stream();
 
+    GGML_ASSERT(ggml_is_contiguous(src0));
+
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
diff --git a/ggml-cuda/rope.cu b/ggml-cuda/rope.cu
index 4b0d2e5ad..0dd07977e 100644
--- a/ggml-cuda/rope.cu
+++ b/ggml-cuda/rope.cu
@@ -58,10 +58,10 @@ static __global__ void rope(
     dst[i + 1] = x0*sin_theta + x1*cos_theta;
 }
 
-template<typename T, bool has_pos>
+template<typename T, bool has_pos, bool has_freq_facs>
 static __global__ void rope_neox(
     const T * x, T * dst, int ncols, int n_dims, const int32_t * pos, float freq_scale, int p_delta_rows,
-    float ext_factor, float attn_factor, rope_corr_dims corr_dims, float theta_scale, float inv_ndims
+    float ext_factor, float attn_factor, rope_corr_dims corr_dims, float theta_scale, const float * freq_factors
 ) {
     const int col = 2*(blockDim.y*blockIdx.y + threadIdx.y);
 
@@ -85,13 +85,13 @@ static __global__ void rope_neox(
     const int i  = row*ncols + ib*n_dims + ic/2;
     const int i2 = row/p_delta_rows;
 
-    float cur_rot = inv_ndims * ic - ib;
-
     const int p = has_pos ? pos[i2] : 0;
-    const float theta_base = p*freq_scale*powf(theta_scale, col/2.0f);
+    const float freq_factor = has_freq_facs ? freq_factors[ic/2] : 1.0f;
+
+    const float theta_base = p*powf(theta_scale, col/2.0f)/freq_factor;
 
     float cos_theta, sin_theta;
-    rope_yarn(theta_base, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor, &cos_theta, &sin_theta);
+    rope_yarn(theta_base, freq_scale, corr_dims, ic, ext_factor, attn_factor, &cos_theta, &sin_theta);
 
     const float x0 = x[i + 0];
     const float x1 = x[i + n_dims/2];
@@ -164,7 +164,7 @@ static void rope_cuda(
 template<typename T>
 static void rope_neox_cuda(
     const T * x, T * dst, int ncols, int n_dims, int nrows, const int32_t * pos, float freq_scale, int p_delta_rows,
-    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, cudaStream_t stream
+    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, const float * freq_factors, cudaStream_t stream
 ) {
     GGML_ASSERT(ncols % 2 == 0);
     const dim3 block_dims(1, CUDA_ROPE_BLOCK_SIZE, 1);
@@ -172,18 +172,31 @@ static void rope_neox_cuda(
     const dim3 block_nums(nrows, num_blocks_x, 1);
 
     const float theta_scale = powf(freq_base, -2.0f/n_dims);
-    const float inv_ndims = -1.0f / n_dims;
 
     if (pos == nullptr) {
-        rope_neox<T, false><<<block_nums, block_dims, 0, stream>>>(
-            x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
-            theta_scale, inv_ndims
-        );
+        if (freq_factors == nullptr) {
+            rope_neox<T, false, false><<<block_nums, block_dims, 0, stream>>>(
+                x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
+                theta_scale, freq_factors
+                );
+        } else {
+            rope_neox<T, false, true><<<block_nums, block_dims, 0, stream>>>(
+                x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
+                theta_scale, freq_factors
+                );
+        }
     } else {
-        rope_neox<T, true><<<block_nums, block_dims, 0, stream>>>(
-            x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
-            theta_scale, inv_ndims
-        );
+        if (freq_factors == nullptr) {
+            rope_neox<T, true, false><<<block_nums, block_dims, 0, stream>>>(
+                x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
+                theta_scale, freq_factors
+                );
+        } else {
+            rope_neox<T, true, true><<<block_nums, block_dims, 0, stream>>>(
+                x, dst, ncols, n_dims, pos, freq_scale, p_delta_rows, ext_factor, attn_factor, corr_dims,
+                theta_scale, freq_factors
+                );
+        }
     }
 }
 
@@ -214,34 +227,37 @@ static void rope_cuda_f32(
 
 static void rope_neox_cuda_f16(
     const half * x, half * dst, int ncols, int n_dims, int nrows, const int32_t * pos, float freq_scale, int p_delta_rows,
-    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, cudaStream_t stream) {
+    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, const float * freq_factors, cudaStream_t stream) {
 
-    rope_neox_cuda<half>(x, dst, ncols, n_dims, nrows, pos, freq_scale, p_delta_rows, freq_base, ext_factor, attn_factor, corr_dims, stream);
+    rope_neox_cuda<half>(x, dst, ncols, n_dims, nrows, pos, freq_scale, p_delta_rows, freq_base, ext_factor, attn_factor, corr_dims, freq_factors, stream);
 }
 
 static void rope_neox_cuda_f32(
     const float * x, float * dst, int ncols, int n_dims, int nrows, const int32_t * pos, float freq_scale, int p_delta_rows,
-    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, cudaStream_t stream
+    float freq_base, float ext_factor, float attn_factor, rope_corr_dims corr_dims, const float * freq_factors, cudaStream_t stream
 ) {
 
-    rope_neox_cuda<float>(x, dst, ncols, n_dims, nrows, pos, freq_scale, p_delta_rows, freq_base, ext_factor, attn_factor, corr_dims, stream);
+    rope_neox_cuda<float>(x, dst, ncols, n_dims, nrows, pos, freq_scale, p_delta_rows, freq_base, ext_factor, attn_factor, corr_dims, freq_factors, stream);
 }
 
 void ggml_cuda_op_rope(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     const ggml_tensor * src0 = dst->src[0];
     const ggml_tensor * src1 = dst->src[1];
+    const ggml_tensor * src2 = dst->src[2];
+
     const float * src0_d = (const float *)src0->data;
     const float * src1_d = (const float *)src1->data;
+
     float * dst_d = (float *)dst->data;
     cudaStream_t stream = ctx.stream();
 
+    GGML_ASSERT(ggml_is_contiguous(src0));
     GGML_ASSERT(src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);
     GGML_ASSERT( dst->type == GGML_TYPE_F32 ||  dst->type == GGML_TYPE_F16);
     GGML_ASSERT(src0->type == dst->type);
 
     const int64_t ne00 = src0->ne[0];
     const int64_t ne01 = src0->ne[1];
-    const int64_t ne2 = dst->ne[2];
     const int64_t nrows = ggml_nrows(src0);
 
     //const int n_past      = ((int32_t *) dst->op_params)[0];
@@ -259,16 +275,22 @@ void ggml_cuda_op_rope(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     memcpy(&beta_fast,   (int32_t *) dst->op_params +  9, sizeof(float));
     memcpy(&beta_slow,   (int32_t *) dst->op_params + 10, sizeof(float));
 
+    const float * freq_factors = nullptr;
     const int32_t * pos = nullptr;
-    if ((mode & 1) == 0) {
-        GGML_ASSERT(src1->type == GGML_TYPE_I32);
-        GGML_ASSERT(src1->ne[0] == ne2);
-        pos = (const int32_t *) src1_d;
-    }
 
     const bool is_neox = mode & 2;
     const bool is_glm  = mode & 4;
 
+    pos = (const int32_t *) src1_d;
+
+    if (is_neox) {
+        if (src2 != nullptr) {
+            freq_factors = (const float *) src2->data;
+        }
+    } else {
+        GGML_ASSERT(src2 == nullptr && "TODO: freq_factors not implemented for !is_neox");
+    }
+
     rope_corr_dims corr_dims;
     ggml_rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims.v);
 
@@ -280,12 +302,12 @@ void ggml_cuda_op_rope(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
         if (src0->type == GGML_TYPE_F32) {
             rope_neox_cuda_f32(
                 (const float *)src0_d, (float *)dst_d, ne00, n_dims, nrows, pos, freq_scale, ne01, freq_base, ext_factor,
-                attn_factor, corr_dims, stream
+                attn_factor, corr_dims, freq_factors, stream
             );
         } else if (src0->type == GGML_TYPE_F16) {
             rope_neox_cuda_f16(
                 (const half *)src0_d, (half *)dst_d, ne00, n_dims, nrows, pos, freq_scale, ne01, freq_base, ext_factor,
-                attn_factor, corr_dims, stream
+                attn_factor, corr_dims, freq_factors, stream
             );
         } else {
             GGML_ASSERT(false);
diff --git a/ggml-cuda/scale.cu b/ggml-cuda/scale.cu
index 6e3617d1c..1405e066e 100644
--- a/ggml-cuda/scale.cu
+++ b/ggml-cuda/scale.cu
@@ -28,5 +28,4 @@ void ggml_cuda_op_scale(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     memcpy(&scale, dst->op_params, sizeof(float));
 
     scale_f32_cuda(src0_d, dst_d, scale, ggml_nelements(src0), stream);
-    CUDA_CHECK(cudaGetLastError());
 }
diff --git a/ggml-cuda/softmax.cu b/ggml-cuda/softmax.cu
index 6ed225999..ce64f2f2c 100644
--- a/ggml-cuda/softmax.cu
+++ b/ggml-cuda/softmax.cu
@@ -1,3 +1,4 @@
+#include "common.cuh"
 #include "softmax.cuh"
 
 template <typename T>
@@ -11,7 +12,7 @@ __device__ float __forceinline__ t2f32<half>(half val) {
 }
 
 template <bool vals_smem, int ncols_template, int block_size_template, typename T>
-static __global__ void soft_max_f32(const float * x, const T * mask, const T * pos, float * dst, const int ncols_par, const int nrows_y, const float scale, const float max_bias, const float m0, const float m1, uint32_t n_head_log2) {
+static __global__ void soft_max_f32(const float * x, const T * mask, float * dst, const int ncols_par, const int nrows_y, const float scale, const float max_bias, const float m0, const float m1, uint32_t n_head_log2) {
     const int ncols = ncols_template == 0 ? ncols_par : ncols_template;
 
     const int tid  = threadIdx.x;
@@ -23,17 +24,7 @@ static __global__ void soft_max_f32(const float * x, const T * mask, const T * p
     const int warp_id = threadIdx.x / WARP_SIZE;
     const int lane_id = threadIdx.x % WARP_SIZE;
 
-    float slope = 0.0f;
-
-    // ALiBi
-    if (max_bias > 0.0f) {
-        const int h = rowx/nrows_y; // head index
-
-        const float base = h < n_head_log2 ? m0 : m1;
-        const int   exp  = h < n_head_log2 ? h + 1 : 2*(h - n_head_log2) + 1;
-
-        slope = powf(base, exp);
-    }
+    const float slope = get_alibi_slope(max_bias, rowx/nrows_y, n_head_log2, m0, m1);
 
     extern __shared__ float data_soft_max_f32[];
     float * buf_iw = data_soft_max_f32; // shared memory buffer for inter-warp communication
@@ -53,7 +44,7 @@ static __global__ void soft_max_f32(const float * x, const T * mask, const T * p
         const int64_t ix = (int64_t)rowx*ncols + col;
         const int64_t iy = (int64_t)rowy*ncols + col;
 
-        const float val = x[ix]*scale + (mask ? t2f32(mask[iy]) : 0.0f) + (pos ? slope*t2f32(pos[col]) : 0.0f);
+        const float val = x[ix]*scale + (mask ? slope*t2f32(mask[iy]) : 0.0f);
 
         vals[col] = val;
         max_val = max(max_val, val);
@@ -125,7 +116,7 @@ static __global__ void soft_max_f32(const float * x, const T * mask, const T * p
 }
 
 template<typename T>
-static void soft_max_f32_cuda(const float * x, const T * mask, const T * pos, float * dst, const int ncols_x, const int nrows_x, const int nrows_y, const float scale, const float max_bias, cudaStream_t stream) {
+static void soft_max_f32_cuda(const float * x, const T * mask, float * dst, const int ncols_x, const int nrows_x, const int nrows_y, const float scale, const float max_bias, cudaStream_t stream) {
     int nth = WARP_SIZE;
     while (nth < ncols_x && nth < CUDA_SOFT_MAX_BLOCK_SIZE) nth *= 2;
     const dim3 block_dims(nth,     1, 1);
@@ -133,8 +124,8 @@ static void soft_max_f32_cuda(const float * x, const T * mask, const T * pos, fl
     const size_t shmem = (GGML_PAD(ncols_x, WARP_SIZE) + WARP_SIZE)*sizeof(float);
     static_assert(CUDA_SOFT_MAX_BLOCK_SIZE == 1024, "These values need to be adjusted.");
 
-    const uint32_t n_head_kv   = nrows_x/nrows_y;
-    const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head_kv));
+    const uint32_t n_head      = nrows_x/nrows_y;
+    const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head));
 
     const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
     const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
@@ -142,43 +133,42 @@ static void soft_max_f32_cuda(const float * x, const T * mask, const T * pos, fl
     if (shmem < ggml_cuda_info().devices[ggml_cuda_get_device()].smpb) {
         switch (ncols_x) {
             case 32:
-                soft_max_f32<true, 32, 32><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 32, 32><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 64:
-                soft_max_f32<true, 64, 64><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 64, 64><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 128:
-                soft_max_f32<true, 128, 128><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 128, 128><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 256:
-                soft_max_f32<true, 256, 256><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 256, 256><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 512:
-                soft_max_f32<true, 512, 512><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 512, 512><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 1024:
-                soft_max_f32<true, 1024, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 1024, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 2048:
-                soft_max_f32<true, 2048, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 2048, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             case 4096:
-                soft_max_f32<true, 4096, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 4096, 1024><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
             default:
-                soft_max_f32<true, 0, 0><<<block_nums, block_dims, shmem, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+                soft_max_f32<true, 0, 0><<<block_nums, block_dims, shmem, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
                 break;
         }
     } else {
         const size_t shmem_low = WARP_SIZE*sizeof(float);
-        soft_max_f32<false, 0, 0><<<block_nums, block_dims, shmem_low, stream>>>(x, mask, pos, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
+        soft_max_f32<false, 0, 0><<<block_nums, block_dims, shmem_low, stream>>>(x, mask, dst, ncols_x, nrows_y, scale, max_bias, m0, m1, n_head_log2);
     }
 }
 
 void ggml_cuda_op_soft_max(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     const ggml_tensor * src0 = dst->src[0];
     const ggml_tensor * src1 = dst->src[1];
-    const ggml_tensor * src2 = dst->src[2];
 
     const float * src0_d = (const float *)src0->data;
     const void  * src1_d = src1 ? (const void *)src1->data : nullptr;
@@ -190,7 +180,6 @@ void ggml_cuda_op_soft_max(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
     GGML_ASSERT(!src1 || src1->type == GGML_TYPE_F16 || src1->type == GGML_TYPE_F32); // src1 contains mask and it is optional
-    GGML_ASSERT(!src2 || src2->type == GGML_TYPE_F16 || src2->type == GGML_TYPE_F32); // src2 contains positions and it is optional
 
     const int64_t ne00    = src0->ne[0];
     const int64_t nrows_x = ggml_nrows(src0);
@@ -202,26 +191,15 @@ void ggml_cuda_op_soft_max(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     memcpy(&scale,    (float *) dst->op_params + 0, sizeof(float));
     memcpy(&max_bias, (float *) dst->op_params + 1, sizeof(float));
 
-    // positions tensor
-    void * src2_d = nullptr;
-
-    const bool use_src2 = src2 != nullptr;
-
-    if (use_src2) {
-        src2_d = (void *)src2->data;
-    }
-
-    const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16) || (src2 && src2->type == GGML_TYPE_F16);
+    const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16);
 
     if (use_f16) {
         const half * src1_dd = (const half *)src1_d;
-        const half * src2_dd = (const half *)src2_d;
 
-        soft_max_f32_cuda(src0_d, src1_dd, src2_dd, dst_d, ne00, nrows_x, nrows_y, scale, max_bias, stream);
+        soft_max_f32_cuda(src0_d, src1_dd, dst_d, ne00, nrows_x, nrows_y, scale, max_bias, stream);
     } else {
         const float * src1_dd = (const float *)src1_d;
-        const float * src2_dd = (const float *)src2_d;
 
-        soft_max_f32_cuda(src0_d, src1_dd, src2_dd, dst_d, ne00, nrows_x, nrows_y, scale, max_bias, stream);
+        soft_max_f32_cuda(src0_d, src1_dd, dst_d, ne00, nrows_x, nrows_y, scale, max_bias, stream);
     }
 }
diff --git a/ggml-cuda/unary.cu b/ggml-cuda/unary.cu
index 1a7f09469..ac03d5c6f 100644
--- a/ggml-cuda/unary.cu
+++ b/ggml-cuda/unary.cu
@@ -48,6 +48,15 @@ static __global__ void relu_f32(const float * x, float * dst, const int k) {
     dst[i] = fmaxf(x[i], 0);
 }
 
+static __global__ void sigmoid_f32(const float * x, float * dst, const int k) {
+    const int i = blockDim.x*blockIdx.x + threadIdx.x;
+
+    if (i >= k) {
+        return;
+    }
+    dst[i] = 1.0f / (1.0f + expf(-x[i]));
+}
+
 static __global__ void hardsigmoid_f32(const float * x, float * dst, const int k) {
     const int i = blockDim.x*blockIdx.x + threadIdx.x;
 
@@ -108,6 +117,11 @@ static void relu_f32_cuda(const float * x, float * dst, const int k, cudaStream_
     relu_f32<<<num_blocks, CUDA_RELU_BLOCK_SIZE, 0, stream>>>(x, dst, k);
 }
 
+static void sigmoid_f32_cuda(const float * x, float * dst, const int k, cudaStream_t stream) {
+    const int num_blocks = (k + CUDA_SIGMOID_BLOCK_SIZE - 1) / CUDA_SIGMOID_BLOCK_SIZE;
+    sigmoid_f32<<<num_blocks, CUDA_SIGMOID_BLOCK_SIZE, 0, stream>>>(x, dst, k);
+}
+
 static void hardsigmoid_f32_cuda(const float * x, float * dst, const int k, cudaStream_t stream) {
     const int num_blocks = (k + CUDA_HARDSIGMOID_BLOCK_SIZE - 1) / CUDA_HARDSIGMOID_BLOCK_SIZE;
     hardsigmoid_f32<<<num_blocks, CUDA_HARDSIGMOID_BLOCK_SIZE, 0, stream>>>(x, dst, k);
@@ -188,6 +202,18 @@ void ggml_cuda_op_relu(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     relu_f32_cuda(src0_d, dst_d, ggml_nelements(src0), stream);
 }
 
+void ggml_cuda_op_sigmoid(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
+    const ggml_tensor * src0 = dst->src[0];
+    const float * src0_d = (const float *)src0->data;
+    float * dst_d = (float *)dst->data;
+    cudaStream_t stream = ctx.stream();
+
+    GGML_ASSERT(src0->type == GGML_TYPE_F32);
+    GGML_ASSERT( dst->type == GGML_TYPE_F32);
+
+    sigmoid_f32_cuda(src0_d, dst_d, ggml_nelements(src0), stream);
+}
+
 void ggml_cuda_op_hardsigmoid(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     const ggml_tensor * src0 = dst->src[0];
     const float * src0_d = (const float *)src0->data;
diff --git a/ggml-cuda/unary.cuh b/ggml-cuda/unary.cuh
index 2002ed989..a1d07c04f 100644
--- a/ggml-cuda/unary.cuh
+++ b/ggml-cuda/unary.cuh
@@ -4,6 +4,7 @@
 #define CUDA_SILU_BLOCK_SIZE 256
 #define CUDA_TANH_BLOCK_SIZE 256
 #define CUDA_RELU_BLOCK_SIZE 256
+#define CUDA_SIGMOID_BLOCK_SIZE 256
 #define CUDA_HARDSIGMOID_BLOCK_SIZE 256
 #define CUDA_HARDSWISH_BLOCK_SIZE 256
 #define CUDA_SQR_BLOCK_SIZE 256
@@ -18,6 +19,8 @@ void ggml_cuda_op_tanh(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
 
 void ggml_cuda_op_relu(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
 
+void ggml_cuda_op_sigmoid(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
+
 void ggml_cuda_op_hardsigmoid(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
 
 void ggml_cuda_op_hardswish(ggml_backend_cuda_context & ctx, ggml_tensor * dst);
diff --git a/ggml-cuda/upscale.cu b/ggml-cuda/upscale.cu
index 2f62fed48..cf513c3ad 100644
--- a/ggml-cuda/upscale.cu
+++ b/ggml-cuda/upscale.cu
@@ -1,35 +1,36 @@
 #include "upscale.cuh"
 
-static __global__ void upscale_f32(const float * x, float * dst, const int ne00, const int ne00xne01, const int scale_factor) {
-    // blockIdx.z: idx of ne02*ne03
-    // blockIdx.y: idx of ne01*scale_factor， aka ne1
-    // blockIDx.x: idx of ne00*scale_factor / BLOCK_SIZE
-    // ne00xne01: ne00 * ne01
-    int ne0 = ne00 * scale_factor;
-    int nidx = threadIdx.x + blockIdx.x * blockDim.x;
-    if (nidx >= ne0) {
+static __global__ void upscale_f32(const float * x, float * dst,
+        const int nb00, const int nb01, const int nb02, const int nb03,
+        const int ne10, const int ne11, const int ne12, const int ne13,
+        const float sf0, const float sf1, const float sf2, const float sf3) {
+    int index = threadIdx.x + blockIdx.x * blockDim.x;
+    if (index >= ne10 * ne11 * ne12 * ne13) {
         return;
     }
-    // operation
-    int i00 = nidx / scale_factor;
-    int i01 = blockIdx.y / scale_factor;
-    int offset_src =
-        i00 +
-        i01 * ne00 +
-        blockIdx.z * ne00xne01;
-    int offset_dst =
-        nidx +
-        blockIdx.y * ne0 +
-        blockIdx.z * ne0 * gridDim.y;
-    dst[offset_dst] = x[offset_src];
+
+    int i10 = index % ne10;
+    int i11 = (index / ne10) % ne11;
+    int i12 = (index / (ne10 * ne11)) % ne12;
+    int i13 = (index / (ne10 * ne11 * ne12)) % ne13;
+
+    int i00 = i10 / sf0;
+    int i01 = i11 / sf1;
+    int i02 = i12 / sf2;
+    int i03 = i13 / sf3;
+
+    dst[index] = *(float *)((char *)x + i03 * nb03 + i02 * nb02 + i01 * nb01 + i00 * nb00);
 }
 
-static void upscale_f32_cuda(const float * x, float * dst, const int ne00, const int ne01, const int ne02, const int ne03,
-                             const int scale_factor, cudaStream_t stream) {
-    int ne0 = (ne00 * scale_factor);
-    int num_blocks = (ne0 + CUDA_UPSCALE_BLOCK_SIZE - 1) / CUDA_UPSCALE_BLOCK_SIZE;
-    dim3 gridDim(num_blocks, (ne01 * scale_factor), ne02*ne03);
-    upscale_f32<<<gridDim, CUDA_UPSCALE_BLOCK_SIZE, 0, stream>>>(x, dst, ne00, ne00 * ne01, scale_factor);
+static void upscale_f32_cuda(const float * x, float * dst,
+        const int nb00, const int nb01, const int nb02, const int nb03,
+        const int ne10, const int ne11, const int ne12, const int ne13,
+        const float sf0, const float sf1, const float sf2, const float sf3,
+        cudaStream_t stream) {
+    int dst_size = ne10 * ne11 * ne12 * ne13;
+    int num_blocks = (dst_size + CUDA_UPSCALE_BLOCK_SIZE - 1) / CUDA_UPSCALE_BLOCK_SIZE;
+
+    upscale_f32<<<num_blocks, CUDA_UPSCALE_BLOCK_SIZE,0,stream>>>(x, dst, nb00, nb01, nb02, nb03, ne10, ne11, ne12, ne13, sf0, sf1, sf2, sf3);
 }
 
 void ggml_cuda_op_upscale(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
@@ -39,10 +40,12 @@ void ggml_cuda_op_upscale(ggml_backend_cuda_context & ctx, ggml_tensor * dst) {
     cudaStream_t stream = ctx.stream();
 
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
-    GGML_ASSERT(dst->type == GGML_TYPE_F32);
-    GGML_ASSERT(src0->ne[3] == 1 && dst->ne[3] == 1); // just 3D tensors
+    GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
-    const int scale_factor = dst->op_params[0];
+    const float sf0 = (float)dst->ne[0]/src0->ne[0];
+    const float sf1 = (float)dst->ne[1]/src0->ne[1];
+    const float sf2 = (float)dst->ne[2]/src0->ne[2];
+    const float sf3 = (float)dst->ne[3]/src0->ne[3];
 
-    upscale_f32_cuda(src0_d, dst_d, src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3], scale_factor, stream);
+    upscale_f32_cuda(src0_d, dst_d, src0->nb[0], src0->nb[1], src0->nb[2], src0->nb[3], dst->ne[0], dst->ne[1], dst->ne[2], dst->ne[3], sf0, sf1, sf2, sf3, stream);
 }
diff --git a/ggml-cuda/vecdotq.cuh b/ggml-cuda/vecdotq.cuh
index 86b87fa93..5ebdddcc7 100644
--- a/ggml-cuda/vecdotq.cuh
+++ b/ggml-cuda/vecdotq.cuh
@@ -712,7 +712,6 @@ static __device__ __forceinline__ float vec_dot_q3_K_q8_1(
 static __device__ __forceinline__ float vec_dot_q4_K_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 
-#ifndef GGML_QKK_64
     const block_q4_K * bq4_K = (const block_q4_K *) vbq;
 
     int    v[2];
@@ -754,58 +753,11 @@ static __device__ __forceinline__ float vec_dot_q4_K_q8_1(
     }
 
     return vec_dot_q4_K_q8_1_impl_vmmq(v, u, sc, m, bq4_K->dm, d8);
-
-#else
-
-#if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-    const block_q4_K * bq4_K = (const block_q4_K *) vbq;
-
-    float sumf_d = 0.0f;
-    float sumf_m = 0.0f;
-
-    uint16_t aux16[2];
-    const uint8_t * s = (const uint8_t *)aux16;
-
-    const uint16_t * a = (const uint16_t *)bq4_K->scales;
-    aux16[0] = a[0] & 0x0f0f;
-    aux16[1] = (a[0] >> 4) & 0x0f0f;
-
-    const float dall = bq4_K->dm[0];
-    const float dmin = bq4_K->dm[1];
-
-    const float d8_1 = __low2float(bq8_1[0].ds);
-    const float d8_2 = __low2float(bq8_1[1].ds);
-
-    const int ui1 = *((const int *)bq8_1[0].qs + (iqs/2));
-    const int ui2 = *((const int *)bq8_1[0].qs + (iqs/2) + 4);
-    const int ui3 = *((const int *)bq8_1[1].qs + (iqs/2));
-    const int ui4 = *((const int *)bq8_1[1].qs + (iqs/2) + 4);
-
-    const int * q4 = (const int *)bq4_K->qs + (iqs/2);
-    const int v1 = q4[0];
-    const int v2 = q4[4];
-
-    const int dot1 = __dp4a(ui2, v2 & 0x0f0f0f0f, __dp4a(ui1, v1 & 0x0f0f0f0f, 0));
-    const int dot2 = __dp4a(ui4, (v2 >> 4) & 0x0f0f0f0f, __dp4a(ui3, (v1 >> 4) & 0x0f0f0f0f, 0));
-    const int dot3 = __dp4a(0x01010101, ui2, __dp4a(0x01010101, ui1, 0));
-    const int dot4 = __dp4a(0x01010101, ui4, __dp4a(0x01010101, ui3, 0));
-
-    sumf_d += d8_1 * (dot1 * s[0]) + d8_2 * (dot2 * s[1]);
-    sumf_m += d8_1 * (dot3 * s[2]) + d8_2 * (dot4 * s[3]);
-
-    return dall * sumf_d - dmin * sumf_m;
-
-#else
-    NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
-
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 
-#ifndef GGML_QKK_64
     const block_q5_K * bq5_K = (const block_q5_K *) vbq;
 
     int   vl[2];
@@ -847,48 +799,6 @@ static __device__ __forceinline__ float vec_dot_q5_K_q8_1(
     }
 
     return vec_dot_q5_K_q8_1_impl_vmmq(vl, vh, u, sc, m, bq5_K->dm, d8);
-
-#else
-
-#if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-    const block_q5_K * bq5_K = (const block_q5_K *) vbq;
-
-    const int8_t * s = bq5_K->scales;
-
-    const float d = bq5_K->d;
-
-    const float d8_1 = __low2half(bq8_1[0].ds);
-    const float d8_2 = __low2half(bq8_1[1].ds);
-
-    const int ui1 = *((const int *)bq8_1[0].qs + (iqs/2));
-    const int ui2 = *((const int *)bq8_1[0].qs + (iqs/2) + 4);
-    const int ui3 = *((const int *)bq8_1[1].qs + (iqs/2));
-    const int ui4 = *((const int *)bq8_1[1].qs + (iqs/2) + 4);
-
-    const int * ql = (const int *)bq5_K->qs + (iqs/2);
-    const int vl1 = ql[0];
-    const int vl2 = ql[4];
-
-    const int step = 4 * (iqs/2); // 0, 4, 8, 12
-    const int im = step/8; // = 0 for iqs = 0, 2, = 1 for iqs = 4, 6
-    const int in = step%8; // 0, 4, 0, 4
-    const int vh = (*((const int *)(bq5_K->qh + in))) >> im;
-
-    const int v1 = (((vh << 4) & 0x10101010) ^ 0x10101010) | ((vl1 >> 0) & 0x0f0f0f0f);
-    const int v2 = (((vh << 2) & 0x10101010) ^ 0x10101010) | ((vl2 >> 0) & 0x0f0f0f0f);
-    const int v3 = (((vh >> 0) & 0x10101010) ^ 0x10101010) | ((vl1 >> 4) & 0x0f0f0f0f);
-    const int v4 = (((vh >> 2) & 0x10101010) ^ 0x10101010) | ((vl2 >> 4) & 0x0f0f0f0f);
-
-    const float sumf_d = d8_1 * (__dp4a(ui1, v1, 0) * s[0] + __dp4a(ui2, v2, 0) * s[1])
-                       + d8_2 * (__dp4a(ui3, v3, 0) * s[2] + __dp4a(ui4, v4, 0) * s[3]);
-
-    return d * sumf_d;
-
-#else
-    NO_DEVICE_CODE;
-#endif // __CUDA_ARCH__ >= MIN_CC_DP4A
-
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_q6_K_q8_1(
@@ -919,7 +829,6 @@ static __device__ __forceinline__ float vec_dot_q6_K_q8_1(
 
 static __device__ __forceinline__ float vec_dot_iq2_xxs_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
-#if QK_K == 256
     const block_iq2_xxs * bq2 = (const block_iq2_xxs *) vbq;
 
 #if QR2_XXS == 8
@@ -960,15 +869,11 @@ static __device__ __forceinline__ float vec_dot_iq2_xxs_q8_1(
     }
     return d * (sumi1 + sumi2);
 #endif
-#else
-    NO_DEVICE_CODE;
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_iq2_xs_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq2_xs * bq2 = (const block_iq2_xs *) vbq;
 
     const int ib32 = iqs;
@@ -1002,17 +907,12 @@ static __device__ __forceinline__ float vec_dot_iq2_xs_q8_1(
     GGML_UNUSED(ksigns64);
     NO_DEVICE_CODE;
 #endif
-#else
-    GGML_UNUSED(ksigns64);
-    NO_DEVICE_CODE;
-#endif
 }
 
 // TODO
 static __device__ __forceinline__ float vec_dot_iq2_s_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq2_s * bq2 = (const block_iq2_s *) vbq;
 
     const int ib32 = iqs;
@@ -1048,16 +948,11 @@ static __device__ __forceinline__ float vec_dot_iq2_s_q8_1(
     GGML_UNUSED(ksigns64);
     NO_DEVICE_CODE;
 #endif
-#else
-    GGML_UNUSED(ksigns64);
-    NO_DEVICE_CODE;
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_iq3_xxs_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq3_xxs * bq2 = (const block_iq3_xxs *) vbq;
 
     const int ib32 = iqs;
@@ -1082,16 +977,12 @@ static __device__ __forceinline__ float vec_dot_iq3_xxs_q8_1(
 #else
     NO_DEVICE_CODE;
 #endif
-#else
-    NO_DEVICE_CODE;
-#endif
 }
 
 // TODO: don't use lookup table for signs
 static __device__ __forceinline__ float vec_dot_iq3_s_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq3_s * bq2 = (const block_iq3_s *) vbq;
 
     const int ib32 = iqs;
@@ -1114,14 +1005,10 @@ static __device__ __forceinline__ float vec_dot_iq3_s_q8_1(
 #else
     NO_DEVICE_CODE;
 #endif
-#else
-    NO_DEVICE_CODE;
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_iq1_s_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
-#if QK_K == 256
     const block_iq1_s * bq1 = (const block_iq1_s *) vbq;
 
     const int ib32 = iqs;
@@ -1149,14 +1036,10 @@ static __device__ __forceinline__ float vec_dot_iq1_s_q8_1(
     const float d = d1q * __low2float (bq8_1[ib32].ds);
     const float m = d1q * __high2float(bq8_1[ib32].ds);
     return d * sumi + m * delta;
-#else
-    NO_DEVICE_CODE;
-#endif
 }
 
 static __device__ __forceinline__ float vec_dot_iq1_m_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
-#if QK_K == 256
     const block_iq1_m * bq1 = (const block_iq1_m *) vbq;
 
     const int ib32 = iqs;
@@ -1192,9 +1075,6 @@ static __device__ __forceinline__ float vec_dot_iq1_m_q8_1(
     scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
     const float d = (float)scale.f16 * __low2float (bq8_1[ib32].ds);
     return d * ((sumi[0] + sumf[0]) * (2*((sc[ib32/2] >> 6*(ib32%2)) & 0x7) + 1) + (sumi[1] + sumf[1]) * (2*((sc[ib32/2] >> (6*(ib32%2)+3)) & 0x7) + 1));
-#else
-    NO_DEVICE_CODE;
-#endif
 }
 
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
@@ -1250,9 +1130,7 @@ static __device__ __forceinline__ float vec_dot_iq4_nl_q8_1(
 static __device__ __forceinline__ float vec_dot_iq4_xs_q8_1(
     const void * __restrict__ vbq, const block_q8_1 * __restrict__ bq8_1, const int & iqs) {
 
-#if QK_K == 256
 #if __CUDA_ARCH__ >= MIN_CC_DP4A // lowest compute capability for integer intrinsics
-
     const block_iq4_xs * bq4 = (const block_iq4_xs *) vbq;
     const uint8_t * values = (const uint8_t *)kvalues_iq4nl;
 
@@ -1270,10 +1148,6 @@ static __device__ __forceinline__ float vec_dot_iq4_xs_q8_1(
         sumi2 = __dp4a(v2, q8[j+4], sumi2);
     }
     return d * (sumi1 + sumi2);
-
-#else
-    NO_DEVICE_CODE;
-#endif
 #else
     return vec_dot_iq4_xs_q8_1(vbq, bq8_1, iqs);
 #endif
diff --git a/ggml-impl.h b/ggml-impl.h
index d85b152bf..5e77471f3 100644
--- a/ggml-impl.h
+++ b/ggml-impl.h
@@ -17,6 +17,18 @@
 #define MIN(a, b) ((a) < (b) ? (a) : (b))
 #define MAX(a, b) ((a) > (b) ? (a) : (b))
 
+#if defined(_WIN32)
+
+#define m512bh(p) p
+#define m512i(p) p
+
+#else
+
+#define m512bh(p) (__m512bh)(p)
+#define m512i(p) (__m512i)(p)
+
+#endif
+
 /**
  * Converts brain16 to float32.
  *
@@ -120,9 +132,20 @@ extern "C" {
 #ifndef __F16C__
 #define __F16C__
 #endif
+#endif
+
+// __SSE3__ and __SSSE3__ are not defined in MSVC, but SSE3/SSSE3 are present when AVX/AVX2/AVX512 are available
+#if defined(_MSC_VER) && (defined(__AVX__) || defined(__AVX2__) || defined(__AVX512F__))
 #ifndef __SSE3__
 #define __SSE3__
 #endif
+#ifndef __SSSE3__
+#define __SSSE3__
+#endif
+#endif
+
+#if defined(__ARM_FEATURE_SVE)
+#include <arm_sve.h>
 #endif
 
 // 16-bit float
@@ -436,6 +459,34 @@ static inline ggml_fp16_t ggml_compute_fp32_to_fp16(float f) {
 #include <riscv_vector.h>
 #endif
 
+#if defined(__loongarch64)
+#if defined(__loongarch_asx)
+#include <lasxintrin.h>
+#endif
+#if defined(__loongarch_sx)
+#include <lsxintrin.h>
+#endif
+#endif
+
+#if defined(__loongarch_asx)
+
+typedef union {
+    int32_t i;
+    float f;
+} ft_union;
+
+/* float type data load instructions */
+static __m128 __lsx_vreplfr2vr_s(float val) {
+    ft_union fi_tmpval = {.f = val};
+    return (__m128)__lsx_vreplgr2vr_w(fi_tmpval.i);
+}
+
+static __m256 __lasx_xvreplfr2vr_s(float val) {
+    ft_union fi_tmpval = {.f = val};
+    return (__m256)__lasx_xvreplgr2vr_w(fi_tmpval.i);
+}
+#endif
+
 #ifdef __F16C__
 
 #ifdef _MSC_VER
diff --git a/ggml-kompute.cpp b/ggml-kompute.cpp
index 9a469821d..0c51c322f 100644
--- a/ggml-kompute.cpp
+++ b/ggml-kompute.cpp
@@ -1559,12 +1559,18 @@ static void ggml_vk_graph_compute(struct ggml_kompute_context * ctx, struct ggml
                 case GGML_OP_SOFT_MAX:
                     {
                         float scale;
-                        memcpy(&scale, dst->op_params, sizeof(float));
+                        float max_bias;
 
-#pragma message("TODO: add ggml_vk_soft_max() F16/F32 src1 and src2 support")
+                        memcpy(&scale,    (float *)dst->op_params + 0, sizeof(float));
+                        memcpy(&max_bias, (float *)dst->op_params + 1, sizeof(float));
+
+#pragma message("TODO: add ggml_vk_soft_max() F16 src1 support")
 #pragma message("ref:  https://github.com/ggerganov/llama.cpp/pull/5021")
                         GGML_ASSERT(!src1 || src1t == GGML_TYPE_F32);
-                        GGML_ASSERT(src2 == nullptr);
+
+#pragma message("TODO: add ALiBi support")
+#pragma message("ref:  https://github.com/ggerganov/llama.cpp/pull/7192")
+                        GGML_ASSERT(max_bias == 0.0f);
 
                         ggml_vk_soft_max(seq, id_src0, id_src1, id_dst, off_src0, off_src1, off_dst, ne00, ne01, ne02, ne03, scale);
                     } break;
@@ -1591,7 +1597,6 @@ static void ggml_vk_graph_compute(struct ggml_kompute_context * ctx, struct ggml
                     {
                         GGML_ASSERT(ne00 == ne10);
 
-                        // TODO: assert that dim2 and dim3 are contiguous
                         GGML_ASSERT(ne12 % ne02 == 0);
                         GGML_ASSERT(ne13 % ne03 == 0);
 
@@ -1671,6 +1676,10 @@ static void ggml_vk_graph_compute(struct ggml_kompute_context * ctx, struct ggml
                     } break;
                 case GGML_OP_ROPE:
                     {
+#pragma message("TODO: implement phi3 frequency factors support")
+#pragma message("      https://github.com/ggerganov/llama.cpp/pull/7225")
+                        GGML_ASSERT(dst->src[2] == nullptr && "phi3 frequency factors not implemented yet");
+
                         GGML_ASSERT(ne10 == ne02);
                         GGML_ASSERT(src0t == dstt);
                         // const int n_past = ((int32_t *) dst->op_params)[0];
diff --git a/ggml-metal.m b/ggml-metal.m
index c6817f01f..079912952 100644
--- a/ggml-metal.m
+++ b/ggml-metal.m
@@ -35,11 +35,16 @@ enum ggml_metal_kernel_type {
     GGML_METAL_KERNEL_TYPE_MUL_ROW,
     GGML_METAL_KERNEL_TYPE_DIV,
     GGML_METAL_KERNEL_TYPE_DIV_ROW,
+    GGML_METAL_KERNEL_TYPE_REPEAT_F32,
+    GGML_METAL_KERNEL_TYPE_REPEAT_F16,
+    GGML_METAL_KERNEL_TYPE_REPEAT_I32,
+    GGML_METAL_KERNEL_TYPE_REPEAT_I16,
     GGML_METAL_KERNEL_TYPE_SCALE,
     GGML_METAL_KERNEL_TYPE_SCALE_4,
     GGML_METAL_KERNEL_TYPE_CLAMP,
     GGML_METAL_KERNEL_TYPE_TANH,
     GGML_METAL_KERNEL_TYPE_RELU,
+    GGML_METAL_KERNEL_TYPE_SIGMOID,
     GGML_METAL_KERNEL_TYPE_GELU,
     GGML_METAL_KERNEL_TYPE_GELU_4,
     GGML_METAL_KERNEL_TYPE_GELU_QUICK,
@@ -169,7 +174,6 @@ enum ggml_metal_kernel_type {
     GGML_METAL_KERNEL_TYPE_MUL_MM_ID_IQ4_XS_F32,
     GGML_METAL_KERNEL_TYPE_ROPE_F32,
     GGML_METAL_KERNEL_TYPE_ROPE_F16,
-    GGML_METAL_KERNEL_TYPE_ALIBI_F32,
     GGML_METAL_KERNEL_TYPE_IM2COL_F16,
     GGML_METAL_KERNEL_TYPE_IM2COL_F32,
     GGML_METAL_KERNEL_TYPE_UPSCALE_F32,
@@ -184,9 +188,9 @@ enum ggml_metal_kernel_type {
     GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H96,
     GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H112,
     GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H128,
-    GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256,
+  //GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256,     // https://github.com/ggerganov/llama.cpp/issues/7261
     GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H128,
-    GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256,
+  //GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256, // https://github.com/ggerganov/llama.cpp/issues/7261
     GGML_METAL_KERNEL_TYPE_CPY_F32_F16,
     GGML_METAL_KERNEL_TYPE_CPY_F32_F32,
     GGML_METAL_KERNEL_TYPE_CPY_F32_Q8_0,
@@ -381,10 +385,6 @@ static struct ggml_metal_context * ggml_metal_init(int n_cb) {
                 // dictionary of preprocessor macros
                 NSMutableDictionary * prep = [NSMutableDictionary dictionary];
 
-#ifdef GGML_QKK_64
-                prep[@"GGML_QKK_64"] = @(1);
-#endif
-
                 MTLCompileOptions* options = [MTLCompileOptions new];
                 options.preprocessorMacros = prep;
 
@@ -489,11 +489,16 @@ static struct ggml_metal_context * ggml_metal_init(int n_cb) {
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_MUL_ROW,                       mul_row,                        true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_DIV,                           div,                            true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_DIV_ROW,                       div_row,                        true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_REPEAT_F32,                    repeat_f32,                     true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_REPEAT_F16,                    repeat_f16,                     true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_REPEAT_I32,                    repeat_i32,                     true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_REPEAT_I16,                    repeat_i16,                     true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_SCALE,                         scale,                          true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_SCALE_4,                       scale_4,                        true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_CLAMP,                         clamp,                          true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_TANH,                          tanh,                           true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_RELU,                          relu,                           true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_SIGMOID,                       sigmoid,                        true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_GELU,                          gelu,                           true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_GELU_4,                        gelu_4,                         true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_GELU_QUICK,                    gelu_quick,                     true);
@@ -623,7 +628,6 @@ static struct ggml_metal_context * ggml_metal_init(int n_cb) {
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_MUL_MM_ID_IQ4_XS_F32,          mul_mm_id_iq4_xs_f32,           ctx->support_simdgroup_mm);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_ROPE_F32,                      rope_f32,                       true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_ROPE_F16,                      rope_f16,                       true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_ALIBI_F32,                     alibi_f32,                      true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_IM2COL_F16,                    im2col_f16,                     true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_IM2COL_F32,                    im2col_f32,                     true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_UPSCALE_F32,                   upscale_f32,                    true);
@@ -633,14 +637,14 @@ static struct ggml_metal_context * ggml_metal_init(int n_cb) {
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_ARGSORT_F32_I32_ASC,           argsort_f32_i32_asc,            true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_ARGSORT_F32_I32_DESC,          argsort_f32_i32_desc,           true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_LEAKY_RELU_F32,                leaky_relu_f32,                 true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H64,        flash_attn_ext_f16_h64,         true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H80,        flash_attn_ext_f16_h80,         true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H96,        flash_attn_ext_f16_h96,         true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H112,       flash_attn_ext_f16_h112,        true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H128,       flash_attn_ext_f16_h128,        true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256,       flash_attn_ext_f16_h256,        true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H128,   flash_attn_ext_vec_f16_h128,    true);
-        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256,   flash_attn_ext_vec_f16_h256,    true);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H64,        flash_attn_ext_f16_h64,         ctx->support_simdgroup_mm);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H80,        flash_attn_ext_f16_h80,         ctx->support_simdgroup_mm);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H96,        flash_attn_ext_f16_h96,         ctx->support_simdgroup_mm);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H112,       flash_attn_ext_f16_h112,        ctx->support_simdgroup_mm);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H128,       flash_attn_ext_f16_h128,        ctx->support_simdgroup_mm);
+      //GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256,       flash_attn_ext_f16_h256,        ctx->support_simdgroup_mm);
+        GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H128,   flash_attn_ext_vec_f16_h128,    ctx->support_simdgroup_reduction);
+      //GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256,   flash_attn_ext_vec_f16_h256,    ctx->support_simdgroup_reduction);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_CPY_F32_F16,                   cpy_f32_f16,                    true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_CPY_F32_F32,                   cpy_f32_f32,                    true);
         GGML_METAL_ADD_KERNEL(GGML_METAL_KERNEL_TYPE_CPY_F32_Q8_0,                  cpy_f32_q8_0,                   true);
@@ -732,6 +736,7 @@ static bool ggml_metal_supports_op(const struct ggml_metal_context * ctx, const
             switch (ggml_get_unary_op(op)) {
                 case GGML_UNARY_OP_TANH:
                 case GGML_UNARY_OP_RELU:
+                case GGML_UNARY_OP_SIGMOID:
                 case GGML_UNARY_OP_GELU:
                 case GGML_UNARY_OP_GELU_QUICK:
                 case GGML_UNARY_OP_SILU:
@@ -749,6 +754,7 @@ static bool ggml_metal_supports_op(const struct ggml_metal_context * ctx, const
         case GGML_OP_ACC:
         case GGML_OP_MUL:
         case GGML_OP_DIV:
+        case GGML_OP_REPEAT:
         case GGML_OP_SCALE:
         case GGML_OP_CLAMP:
         case GGML_OP_SQR:
@@ -759,7 +765,6 @@ static bool ggml_metal_supports_op(const struct ggml_metal_context * ctx, const
         case GGML_OP_GROUP_NORM:
             return ctx->support_simdgroup_reduction;
         case GGML_OP_NORM:
-        case GGML_OP_ALIBI:
         case GGML_OP_ROPE:
         case GGML_OP_IM2COL:
             return true;
@@ -772,8 +777,12 @@ static bool ggml_metal_supports_op(const struct ggml_metal_context * ctx, const
         case GGML_OP_TIMESTEP_EMBEDDING:
         case GGML_OP_ARGSORT:
         case GGML_OP_LEAKY_RELU:
-        case GGML_OP_FLASH_ATTN_EXT:
             return true;
+        case GGML_OP_FLASH_ATTN_EXT:
+            if (op->src[0]->ne[0] == 256) {
+                return false;
+            }
+            return ctx->support_simdgroup_mm; // TODO: over-restricted for vec-kernels
         case GGML_OP_MUL_MAT:
         case GGML_OP_MUL_MAT_ID:
             return ctx->support_simdgroup_reduction &&
@@ -926,22 +935,32 @@ static enum ggml_status ggml_metal_graph_compute(
             const int64_t  ne10 = src1 ? src1->ne[0] : 0;
             const int64_t  ne11 = src1 ? src1->ne[1] : 0;
             const int64_t  ne12 = src1 ? src1->ne[2] : 0;
-            const int64_t  ne13 = src1 ? src1->ne[3] : 0; UNUSED(ne13);
+            const int64_t  ne13 = src1 ? src1->ne[3] : 0;
 
             const uint64_t nb10 = src1 ? src1->nb[0] : 0;
             const uint64_t nb11 = src1 ? src1->nb[1] : 0;
             const uint64_t nb12 = src1 ? src1->nb[2] : 0;
-            const uint64_t nb13 = src1 ? src1->nb[3] : 0; UNUSED(nb13);
+            const uint64_t nb13 = src1 ? src1->nb[3] : 0;
 
-            const int64_t  ne0  = dst ? dst->ne[0] : 0;
-            const int64_t  ne1  = dst ? dst->ne[1] : 0;
-            const int64_t  ne2  = dst ? dst->ne[2] : 0;
-            const int64_t  ne3  = dst ? dst->ne[3] : 0;
+            const int64_t  ne20 = src2 ? src2->ne[0] : 0;
+            const int64_t  ne21 = src2 ? src2->ne[1] : 0;
+            const int64_t  ne22 = src2 ? src2->ne[2] : 0; GGML_UNUSED(ne22);
+            const int64_t  ne23 = src2 ? src2->ne[3] : 0; GGML_UNUSED(ne23);
 
-            const uint64_t nb0  = dst ? dst->nb[0] : 0;
-            const uint64_t nb1  = dst ? dst->nb[1] : 0;
-            const uint64_t nb2  = dst ? dst->nb[2] : 0;
-            const uint64_t nb3  = dst ? dst->nb[3] : 0;
+            const uint64_t nb20 = src2 ? src2->nb[0] : 0; GGML_UNUSED(nb20);
+            const uint64_t nb21 = src2 ? src2->nb[1] : 0;
+            const uint64_t nb22 = src2 ? src2->nb[2] : 0;
+            const uint64_t nb23 = src2 ? src2->nb[3] : 0;
+
+            const int64_t  ne0  =  dst ?  dst->ne[0] : 0;
+            const int64_t  ne1  =  dst ?  dst->ne[1] : 0;
+            const int64_t  ne2  =  dst ?  dst->ne[2] : 0;
+            const int64_t  ne3  =  dst ?  dst->ne[3] : 0;
+
+            const uint64_t nb0  =  dst ?  dst->nb[0] : 0;
+            const uint64_t nb1  =  dst ?  dst->nb[1] : 0;
+            const uint64_t nb2  =  dst ?  dst->nb[2] : 0;
+            const uint64_t nb3  =  dst ?  dst->nb[3] : 0;
 
             const enum ggml_type src0t = src0 ? src0->type : GGML_TYPE_COUNT;
             const enum ggml_type src1t = src1 ? src1->type : GGML_TYPE_COUNT;
@@ -969,10 +988,10 @@ static enum ggml_status ggml_metal_graph_compute(
             switch (dst->op) {
                 case GGML_OP_CONCAT:
                     {
-                        const int64_t nb = ne00;
-
                         id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_CONCAT].pipeline;
 
+                        const int32_t dim = ((int32_t *) dst->op_params)[0];
+
                         [encoder setComputePipelineState:pipeline];
                         [encoder setBuffer:id_src0 offset:offs_src0 atIndex:0];
                         [encoder setBuffer:id_src1 offset:offs_src1 atIndex:1];
@@ -1001,7 +1020,7 @@ static enum ggml_status ggml_metal_graph_compute(
                         [encoder setBytes:&nb1  length:sizeof(nb1)  atIndex:24];
                         [encoder setBytes:&nb2  length:sizeof(nb2)  atIndex:25];
                         [encoder setBytes:&nb3  length:sizeof(nb3)  atIndex:26];
-                        [encoder setBytes:&nb   length:sizeof(nb)   atIndex:27];
+                        [encoder setBytes:&dim  length:sizeof(dim)  atIndex:27];
 
                         const int nth = MIN(1024, ne0);
 
@@ -1011,11 +1030,14 @@ static enum ggml_status ggml_metal_graph_compute(
                 case GGML_OP_MUL:
                 case GGML_OP_DIV:
                     {
+                        GGML_ASSERT(src0t == GGML_TYPE_F32);
+                        GGML_ASSERT(src1t == GGML_TYPE_F32);
+
                         const size_t offs = 0;
 
                         bool bcast_row = false;
 
-                        int64_t nb = ne00;
+                        int64_t nb = ne00; // used by the "row" kernels
 
                         id<MTLComputePipelineState> pipeline = nil;
 
@@ -1084,6 +1106,42 @@ static enum ggml_status ggml_metal_graph_compute(
                             [encoder dispatchThreadgroups:MTLSizeMake(ne01, ne02, ne03) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
                         }
                     } break;
+                case GGML_OP_REPEAT:
+                    {
+                        id<MTLComputePipelineState> pipeline;
+
+                        switch (src0t) {
+                            case GGML_TYPE_F32: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_REPEAT_F32].pipeline; break;
+                            case GGML_TYPE_F16: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_REPEAT_F16].pipeline; break;
+                            case GGML_TYPE_I32: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_REPEAT_I32].pipeline; break;
+                            case GGML_TYPE_I16: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_REPEAT_I16].pipeline; break;
+                            default: GGML_ASSERT(false);
+                        }
+
+                        [encoder setComputePipelineState:pipeline];
+                        [encoder setBuffer:id_src0 offset:offs_src0 atIndex:0];
+                        [encoder setBuffer:id_dst  offset:offs_dst  atIndex:1];
+                        [encoder setBytes:&ne00 length:sizeof(ne00) atIndex:2];
+                        [encoder setBytes:&ne01 length:sizeof(ne01) atIndex:3];
+                        [encoder setBytes:&ne02 length:sizeof(ne02) atIndex:4];
+                        [encoder setBytes:&ne03 length:sizeof(ne03) atIndex:5];
+                        [encoder setBytes:&nb00 length:sizeof(nb00) atIndex:6];
+                        [encoder setBytes:&nb01 length:sizeof(nb01) atIndex:7];
+                        [encoder setBytes:&nb02 length:sizeof(nb02) atIndex:8];
+                        [encoder setBytes:&nb03 length:sizeof(nb03) atIndex:9];
+                        [encoder setBytes:&ne0  length:sizeof(ne0)  atIndex:10];
+                        [encoder setBytes:&ne1  length:sizeof(ne1)  atIndex:11];
+                        [encoder setBytes:&ne2  length:sizeof(ne2)  atIndex:12];
+                        [encoder setBytes:&ne3  length:sizeof(ne3)  atIndex:13];
+                        [encoder setBytes:&nb0  length:sizeof(nb0)  atIndex:14];
+                        [encoder setBytes:&nb1  length:sizeof(nb1)  atIndex:15];
+                        [encoder setBytes:&nb2  length:sizeof(nb2)  atIndex:16];
+                        [encoder setBytes:&nb3  length:sizeof(nb3)  atIndex:17];
+
+                        const int nth = MIN((int) pipeline.maxTotalThreadsPerThreadgroup, ne0);
+
+                        [encoder dispatchThreadgroups:MTLSizeMake(ne1, ne2, ne3) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
+                    } break;
                 case GGML_OP_ACC:
                     {
                         GGML_ASSERT(src0t == GGML_TYPE_F32);
@@ -1194,24 +1252,24 @@ static enum ggml_status ggml_metal_graph_compute(
                         [encoder dispatchThreadgroups:MTLSizeMake(n, 1, 1) threadsPerThreadgroup:MTLSizeMake(1, 1, 1)];
                     } break;
                 case GGML_OP_CLAMP:
-                {
-                    id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_CLAMP].pipeline;
+                    {
+                        id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_CLAMP].pipeline;
 
-                    float min;
-                    float max;
-                    memcpy(&min, ((int32_t *) dst->op_params) + 0, sizeof(float));
-                    memcpy(&max, ((int32_t *) dst->op_params) + 1, sizeof(float));
+                        float min;
+                        float max;
+                        memcpy(&min, ((int32_t *) dst->op_params) + 0, sizeof(float));
+                        memcpy(&max, ((int32_t *) dst->op_params) + 1, sizeof(float));
 
-                    [encoder setComputePipelineState:pipeline];
-                    [encoder setBuffer:id_src0   offset:offs_src0 atIndex:0];
-                    [encoder setBuffer:id_dst    offset:offs_dst  atIndex:1];
-                    [encoder setBytes:&min length:sizeof(min) atIndex:2];
-                    [encoder setBytes:&max length:sizeof(max) atIndex:3];
+                        [encoder setComputePipelineState:pipeline];
+                        [encoder setBuffer:id_src0   offset:offs_src0 atIndex:0];
+                        [encoder setBuffer:id_dst    offset:offs_dst  atIndex:1];
+                        [encoder setBytes:&min length:sizeof(min) atIndex:2];
+                        [encoder setBytes:&max length:sizeof(max) atIndex:3];
 
-                    const int64_t n = ggml_nelements(dst);
+                        const int64_t n = ggml_nelements(dst);
 
-                    [encoder dispatchThreadgroups:MTLSizeMake(n, 1, 1) threadsPerThreadgroup:MTLSizeMake(1, 1, 1)];
-                } break;
+                        [encoder dispatchThreadgroups:MTLSizeMake(n, 1, 1) threadsPerThreadgroup:MTLSizeMake(1, 1, 1)];
+                    } break;
                 case GGML_OP_UNARY:
                     switch (ggml_get_unary_op(gf->nodes[i])) {
                         // we are not taking into account the strides, so for now require contiguous tensors
@@ -1239,6 +1297,18 @@ static enum ggml_status ggml_metal_graph_compute(
 
                                 const int64_t n = ggml_nelements(dst);
 
+                                [encoder dispatchThreadgroups:MTLSizeMake(n, 1, 1) threadsPerThreadgroup:MTLSizeMake(1, 1, 1)];
+                            } break;
+                        case GGML_UNARY_OP_SIGMOID:
+                            {
+                                id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_SIGMOID].pipeline;
+
+                                [encoder setComputePipelineState:pipeline];
+                                [encoder setBuffer:id_src0 offset:offs_src0 atIndex:0];
+                                [encoder setBuffer:id_dst  offset:offs_dst  atIndex:1];
+
+                                const int64_t n = ggml_nelements(dst);
+
                                 [encoder dispatchThreadgroups:MTLSizeMake(n, 1, 1) threadsPerThreadgroup:MTLSizeMake(1, 1, 1)];
                             } break;
                         case GGML_UNARY_OP_GELU:
@@ -1357,16 +1427,15 @@ static enum ggml_status ggml_metal_graph_compute(
                 case GGML_OP_SOFT_MAX:
                     {
                         GGML_ASSERT(!src1 || src1->type == GGML_TYPE_F16 || src1->type == GGML_TYPE_F32);
-                        GGML_ASSERT(!src2 || src2->type == GGML_TYPE_F16 || src2->type == GGML_TYPE_F32);
 
                         int nth = 32; // SIMD width
 
                         id<MTLComputePipelineState> pipeline = nil;
 
-                        const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16) || (src2 && src2->type == GGML_TYPE_F16);
+                        const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16);
 
                         if (ne00%4 == 0) {
-                            while (nth < ne00/4 && nth < 256) {
+                            while (nth < ne00/4 && nth*ne01*ne02*ne03 < 256) {
                                 nth *= 2;
                             }
                             if (use_f16) {
@@ -1375,7 +1444,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                 pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_SOFT_MAX_F32_4].pipeline;
                             }
                         } else {
-                            while (nth < ne00 && nth < 1024) {
+                            while (nth < ne00 && nth*ne01*ne02*ne03 < 256) {
                                 nth *= 2;
                             }
                             if (use_f16) {
@@ -1394,8 +1463,8 @@ static enum ggml_status ggml_metal_graph_compute(
                         const int64_t nrows_x = ggml_nrows(src0);
                         const int64_t nrows_y = src0->ne[1];
 
-                        const uint32_t n_head_kv   = nrows_x/nrows_y;
-                        const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head_kv));
+                        const uint32_t n_head      = nrows_x/nrows_y;
+                        const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head));
 
                         const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
                         const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
@@ -1407,20 +1476,15 @@ static enum ggml_status ggml_metal_graph_compute(
                         } else {
                             [encoder setBuffer:id_src0 offset:offs_src0   atIndex:1];
                         }
-                        if (id_src2) {
-                            [encoder setBuffer:id_src2 offset:offs_src2   atIndex:2];
-                        } else {
-                            [encoder setBuffer:id_src0 offset:offs_src0   atIndex:2];
-                        }
-                        [encoder setBuffer:id_dst   offset:offs_dst          atIndex:3];
-                        [encoder setBytes:&ne00     length:sizeof(ne00)      atIndex:4];
-                        [encoder setBytes:&ne01     length:sizeof(ne01)      atIndex:5];
-                        [encoder setBytes:&ne02     length:sizeof(ne02)      atIndex:6];
-                        [encoder setBytes:&scale    length:sizeof(scale)     atIndex:7];
-                        [encoder setBytes:&max_bias length:sizeof(max_bias)  atIndex:8];
-                        [encoder setBytes:&m0       length:sizeof(m0)        atIndex:9];
-                        [encoder setBytes:&m1       length:sizeof(m1)        atIndex:10];
-                        [encoder setBytes:&n_head_log2 length:sizeof(n_head_log2) atIndex:11];
+                        [encoder setBuffer:id_dst      offset:offs_dst            atIndex:2];
+                        [encoder setBytes:&ne00        length:sizeof(ne00)        atIndex:3];
+                        [encoder setBytes:&ne01        length:sizeof(ne01)        atIndex:4];
+                        [encoder setBytes:&ne02        length:sizeof(ne02)        atIndex:5];
+                        [encoder setBytes:&scale       length:sizeof(scale)       atIndex:6];
+                        [encoder setBytes:&max_bias    length:sizeof(max_bias)    atIndex:7];
+                        [encoder setBytes:&m0          length:sizeof(m0)          atIndex:8];
+                        [encoder setBytes:&m1          length:sizeof(m1)          atIndex:9];
+                        [encoder setBytes:&n_head_log2 length:sizeof(n_head_log2) atIndex:10];
                         [encoder setThreadgroupMemoryLength:32*sizeof(float) atIndex:0];
 
                         [encoder dispatchThreadgroups:MTLSizeMake(ne01*ne02*ne03, 1, 1) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
@@ -1455,7 +1519,6 @@ static enum ggml_status ggml_metal_graph_compute(
                     {
                         GGML_ASSERT(ne00 == ne10);
 
-                        // TODO: assert that dim2 and dim3 are contiguous
                         GGML_ASSERT(ne12 % ne02 == 0);
                         GGML_ASSERT(ne13 % ne03 == 0);
 
@@ -1756,11 +1819,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, ne11, ne12*ne13) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
                             }
                             else if (src0t == GGML_TYPE_Q3_K) {
-#ifdef GGML_QKK_64
-                                [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 1)/2, ne11, ne12*ne13) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
-#else
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, ne11, ne12*ne13) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
-#endif
                             }
                             else if (src0t == GGML_TYPE_Q5_K) {
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, ne11, ne12*ne13) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
@@ -1778,16 +1837,6 @@ static enum ggml_status ggml_metal_graph_compute(
                         const int n_as = src0->ne[2];
 
                         // src2 = ids
-                        const int64_t  ne20 = src2->ne[0];
-                        const int64_t  ne21 = src2->ne[1];
-                        const int64_t  ne22 = src2->ne[2]; GGML_UNUSED(ne22);
-                        const int64_t  ne23 = src2->ne[3]; GGML_UNUSED(ne23);
-
-                        const uint64_t nb20 = src2->nb[0]; GGML_UNUSED(nb20);
-                        const uint64_t nb21 = src2->nb[1];
-                        const uint64_t nb22 = src2->nb[2]; GGML_UNUSED(nb22);
-                        const uint64_t nb23 = src2->nb[3]; GGML_UNUSED(nb23);
-
                         const enum ggml_type src2t = src2->type; GGML_UNUSED(src2t);
 
                         GGML_ASSERT(src2t == GGML_TYPE_I32);
@@ -2011,12 +2060,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                     {
                                         nth0 = 4;
                                         nth1 = 16;
-                                    #if QK_K == 64
-                                        pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_MUL_MV_ID_IQ4_NL_F32].pipeline;
-                                    #else
                                         pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_MUL_MV_ID_IQ4_XS_F32].pipeline;
-                                    #endif
-
                                     } break;
                                 default:
                                     {
@@ -2081,11 +2125,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, _ne1, tgz) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
                             }
                             else if (src0t == GGML_TYPE_Q3_K) {
-#ifdef GGML_QKK_64
-                                [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 1)/2, _ne1, tgz) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
-#else
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, _ne1, tgz) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
-#endif
                             }
                             else if (src0t == GGML_TYPE_Q5_K) {
                                 [encoder dispatchThreadgroups:MTLSizeMake((ne01 + 3)/4, _ne1, tgz) threadsPerThreadgroup:MTLSizeMake(nth0, nth1, 1)];
@@ -2146,6 +2186,7 @@ static enum ggml_status ggml_metal_graph_compute(
                 case GGML_OP_RMS_NORM:
                     {
                         GGML_ASSERT(ne00 % 4 == 0);
+                        GGML_ASSERT(ggml_is_contiguous_1(src0));
 
                         float eps;
                         memcpy(&eps, dst->op_params, sizeof(float));
@@ -2173,6 +2214,7 @@ static enum ggml_status ggml_metal_graph_compute(
                 case GGML_OP_GROUP_NORM:
                     {
                         GGML_ASSERT(ne00 % 4 == 0);
+                        GGML_ASSERT(ggml_is_contiguous(src0));
 
                         //float eps;
                         //memcpy(&eps, dst->op_params, sizeof(float));
@@ -2206,6 +2248,8 @@ static enum ggml_status ggml_metal_graph_compute(
                     } break;
                 case GGML_OP_NORM:
                     {
+                        GGML_ASSERT(ggml_is_contiguous_1(src0));
+
                         float eps;
                         memcpy(&eps, dst->op_params, sizeof(float));
 
@@ -2225,49 +2269,6 @@ static enum ggml_status ggml_metal_graph_compute(
 
                         [encoder dispatchThreadgroups:MTLSizeMake(nrows, 1, 1) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
                     } break;
-                case GGML_OP_ALIBI:
-                    {
-                        GGML_ASSERT((src0t == GGML_TYPE_F32));
-
-                        const int nth = MIN(1024, ne00);
-
-                        //const int n_past = ((int32_t *) dst->op_params)[0];
-                        const int n_head = ((int32_t *) dst->op_params)[1];
-
-                        float max_bias;
-                        memcpy(&max_bias, (int32_t *) dst->op_params + 2, sizeof(float));
-
-                        const int n_heads_log2_floor = 1 << (int) floor(log2(n_head));
-                        const float m0 = powf(2.0f, -(max_bias) / n_heads_log2_floor);
-                        const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_heads_log2_floor);
-
-                        id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_ALIBI_F32].pipeline;
-
-                        [encoder setComputePipelineState:pipeline];
-                        [encoder setBuffer:id_src0 offset:offs_src0 atIndex:0];
-                        [encoder setBuffer:id_dst  offset:offs_dst  atIndex:1];
-                        [encoder setBytes:&ne00 length:sizeof( int64_t) atIndex:2];
-                        [encoder setBytes:&ne01 length:sizeof( int64_t) atIndex:3];
-                        [encoder setBytes:&ne02 length:sizeof( int64_t) atIndex:4];
-                        [encoder setBytes:&ne03 length:sizeof( int64_t) atIndex:5];
-                        [encoder setBytes:&nb00 length:sizeof(uint64_t) atIndex:6];
-                        [encoder setBytes:&nb01 length:sizeof(uint64_t) atIndex:7];
-                        [encoder setBytes:&nb02 length:sizeof(uint64_t) atIndex:8];
-                        [encoder setBytes:&nb03 length:sizeof(uint64_t) atIndex:9];
-                        [encoder setBytes:&ne0  length:sizeof( int64_t) atIndex:10];
-                        [encoder setBytes:&ne1  length:sizeof( int64_t) atIndex:11];
-                        [encoder setBytes:&ne2  length:sizeof( int64_t) atIndex:12];
-                        [encoder setBytes:&ne3  length:sizeof( int64_t) atIndex:13];
-                        [encoder setBytes:&nb0  length:sizeof(uint64_t) atIndex:14];
-                        [encoder setBytes:&nb1  length:sizeof(uint64_t) atIndex:15];
-                        [encoder setBytes:&nb2  length:sizeof(uint64_t) atIndex:16];
-                        [encoder setBytes:&nb3  length:sizeof(uint64_t) atIndex:17];
-                        [encoder setBytes:&m0   length:sizeof(   float) atIndex:18];
-                        [encoder setBytes:&m1   length:sizeof(   float) atIndex:19];
-                        [encoder setBytes:&n_heads_log2_floor   length:sizeof(int) atIndex:20];
-
-                        [encoder dispatchThreadgroups:MTLSizeMake(ne01, ne02, ne03) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
-                    } break;
                 case GGML_OP_ROPE:
                     {
                         GGML_ASSERT(ne10 == ne02);
@@ -2280,7 +2281,13 @@ static enum ggml_status ggml_metal_graph_compute(
                         // skip 3, n_ctx, used in GLM RoPE, unimplemented in metal
                         const int n_orig_ctx = ((int32_t *) dst->op_params)[4];
 
-                        float freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow;
+                        float freq_base;
+                        float freq_scale;
+                        float ext_factor;
+                        float attn_factor;
+                        float beta_fast;
+                        float beta_slow;
+
                         memcpy(&freq_base,   (int32_t *) dst->op_params +  5, sizeof(float));
                         memcpy(&freq_scale,  (int32_t *) dst->op_params +  6, sizeof(float));
                         memcpy(&ext_factor,  (int32_t *) dst->op_params +  7, sizeof(float));
@@ -2288,6 +2295,15 @@ static enum ggml_status ggml_metal_graph_compute(
                         memcpy(&beta_fast,   (int32_t *) dst->op_params +  9, sizeof(float));
                         memcpy(&beta_slow,   (int32_t *) dst->op_params + 10, sizeof(float));
 
+                        const bool is_neox = mode & 2;
+                        const bool is_glm  = mode & 4;
+
+                        GGML_ASSERT(!is_glm && "GLM RoPE not implemented in Metal");
+
+                        if (!is_neox) {
+                            GGML_ASSERT(id_src2 == nil && "TODO: freq_factors not implemented for !is_neox");
+                        }
+
                         id<MTLComputePipelineState> pipeline = nil;
 
                         switch (src0->type) {
@@ -2299,33 +2315,38 @@ static enum ggml_status ggml_metal_graph_compute(
                         [encoder setComputePipelineState:pipeline];
                         [encoder setBuffer:id_src0     offset:offs_src0        atIndex:0];
                         [encoder setBuffer:id_src1     offset:offs_src1        atIndex:1];
-                        [encoder setBuffer:id_dst      offset:offs_dst         atIndex:2];
-                        [encoder setBytes:&ne00        length:sizeof( int64_t) atIndex:3];
-                        [encoder setBytes:&ne01        length:sizeof( int64_t) atIndex:4];
-                        [encoder setBytes:&ne02        length:sizeof( int64_t) atIndex:5];
-                        [encoder setBytes:&ne03        length:sizeof( int64_t) atIndex:6];
-                        [encoder setBytes:&nb00        length:sizeof(uint64_t) atIndex:7];
-                        [encoder setBytes:&nb01        length:sizeof(uint64_t) atIndex:8];
-                        [encoder setBytes:&nb02        length:sizeof(uint64_t) atIndex:9];
-                        [encoder setBytes:&nb03        length:sizeof(uint64_t) atIndex:10];
-                        [encoder setBytes:&ne0         length:sizeof( int64_t) atIndex:11];
-                        [encoder setBytes:&ne1         length:sizeof( int64_t) atIndex:12];
-                        [encoder setBytes:&ne2         length:sizeof( int64_t) atIndex:13];
-                        [encoder setBytes:&ne3         length:sizeof( int64_t) atIndex:14];
-                        [encoder setBytes:&nb0         length:sizeof(uint64_t) atIndex:15];
-                        [encoder setBytes:&nb1         length:sizeof(uint64_t) atIndex:16];
-                        [encoder setBytes:&nb2         length:sizeof(uint64_t) atIndex:17];
-                        [encoder setBytes:&nb3         length:sizeof(uint64_t) atIndex:18];
-                        [encoder setBytes:&n_past      length:sizeof(     int) atIndex:19];
-                        [encoder setBytes:&n_dims      length:sizeof(     int) atIndex:20];
-                        [encoder setBytes:&mode        length:sizeof(     int) atIndex:21];
-                        [encoder setBytes:&n_orig_ctx  length:sizeof(     int) atIndex:22];
-                        [encoder setBytes:&freq_base   length:sizeof(   float) atIndex:23];
-                        [encoder setBytes:&freq_scale  length:sizeof(   float) atIndex:24];
-                        [encoder setBytes:&ext_factor  length:sizeof(   float) atIndex:25];
-                        [encoder setBytes:&attn_factor length:sizeof(   float) atIndex:26];
-                        [encoder setBytes:&beta_fast   length:sizeof(   float) atIndex:27];
-                        [encoder setBytes:&beta_slow   length:sizeof(   float) atIndex:28];
+                        if (id_src2 != nil) {
+                            [encoder setBuffer:id_src2 offset:offs_src2        atIndex:2];
+                        } else {
+                            [encoder setBuffer:id_src0 offset:offs_src0        atIndex:2];
+                        }
+                        [encoder setBuffer:id_dst      offset:offs_dst         atIndex:3];
+                        [encoder setBytes:&ne00        length:sizeof( int64_t) atIndex:4];
+                        [encoder setBytes:&ne01        length:sizeof( int64_t) atIndex:5];
+                        [encoder setBytes:&ne02        length:sizeof( int64_t) atIndex:6];
+                        [encoder setBytes:&ne03        length:sizeof( int64_t) atIndex:7];
+                        [encoder setBytes:&nb00        length:sizeof(uint64_t) atIndex:8];
+                        [encoder setBytes:&nb01        length:sizeof(uint64_t) atIndex:9];
+                        [encoder setBytes:&nb02        length:sizeof(uint64_t) atIndex:10];
+                        [encoder setBytes:&nb03        length:sizeof(uint64_t) atIndex:11];
+                        [encoder setBytes:&ne0         length:sizeof( int64_t) atIndex:12];
+                        [encoder setBytes:&ne1         length:sizeof( int64_t) atIndex:13];
+                        [encoder setBytes:&ne2         length:sizeof( int64_t) atIndex:14];
+                        [encoder setBytes:&ne3         length:sizeof( int64_t) atIndex:15];
+                        [encoder setBytes:&nb0         length:sizeof(uint64_t) atIndex:16];
+                        [encoder setBytes:&nb1         length:sizeof(uint64_t) atIndex:17];
+                        [encoder setBytes:&nb2         length:sizeof(uint64_t) atIndex:18];
+                        [encoder setBytes:&nb3         length:sizeof(uint64_t) atIndex:19];
+                        [encoder setBytes:&n_past      length:sizeof(     int) atIndex:20];
+                        [encoder setBytes:&n_dims      length:sizeof(     int) atIndex:21];
+                        [encoder setBytes:&mode        length:sizeof(     int) atIndex:22];
+                        [encoder setBytes:&n_orig_ctx  length:sizeof(     int) atIndex:23];
+                        [encoder setBytes:&freq_base   length:sizeof(   float) atIndex:24];
+                        [encoder setBytes:&freq_scale  length:sizeof(   float) atIndex:25];
+                        [encoder setBytes:&ext_factor  length:sizeof(   float) atIndex:26];
+                        [encoder setBytes:&attn_factor length:sizeof(   float) atIndex:27];
+                        [encoder setBytes:&beta_fast   length:sizeof(   float) atIndex:28];
+                        [encoder setBytes:&beta_slow   length:sizeof(   float) atIndex:29];
 
                         [encoder dispatchThreadgroups:MTLSizeMake(ne01, ne02, ne03) threadsPerThreadgroup:MTLSizeMake(nth, 1, 1)];
                     } break;
@@ -2389,7 +2410,10 @@ static enum ggml_status ggml_metal_graph_compute(
                     {
                         GGML_ASSERT(src0->type == GGML_TYPE_F32);
 
-                        const int sf = dst->op_params[0];
+                        const float sf0 = (float)ne0/src0->ne[0];
+                        const float sf1 = (float)ne1/src0->ne[1];
+                        const float sf2 = (float)ne2/src0->ne[2];
+                        const float sf3 = (float)ne3/src0->ne[3];
 
                         const id<MTLComputePipelineState> pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_UPSCALE_F32].pipeline;
 
@@ -2412,7 +2436,10 @@ static enum ggml_status ggml_metal_graph_compute(
                         [encoder setBytes:&nb1  length:sizeof(nb1)  atIndex:15];
                         [encoder setBytes:&nb2  length:sizeof(nb2)  atIndex:16];
                         [encoder setBytes:&nb3  length:sizeof(nb3)  atIndex:17];
-                        [encoder setBytes:&sf   length:sizeof(sf)   atIndex:18];
+                        [encoder setBytes:&sf0  length:sizeof(sf0)  atIndex:18];
+                        [encoder setBytes:&sf1  length:sizeof(sf1)  atIndex:19];
+                        [encoder setBytes:&sf2  length:sizeof(sf2)  atIndex:20];
+                        [encoder setBytes:&sf3  length:sizeof(sf3)  atIndex:21];
 
                         const int nth = MIN((int) pipeline.maxTotalThreadsPerThreadgroup, ne0);
 
@@ -2548,13 +2575,14 @@ static enum ggml_status ggml_metal_graph_compute(
                     } break;
                 case GGML_OP_FLASH_ATTN_EXT:
                     {
-                        GGML_ASSERT(ne00 % 4 == 0);
+                        GGML_ASSERT(ne00 % 4  == 0);
+                        GGML_ASSERT(ne11 % 32 == 0);
+
                         GGML_ASSERT(src0->type == GGML_TYPE_F32);
 
-                        struct ggml_tensor * src3 = gf->nodes[i]->src[3];
+                        GGML_ASSERT(ggml_are_same_shape (src1, src2));
 
-                        GGML_ASSERT(ggml_are_same_shape(src1, src2));
-                        GGML_ASSERT(src3);
+                        struct ggml_tensor * src3 = gf->nodes[i]->src[3];
 
                         size_t offs_src3 = 0;
 
@@ -2565,7 +2593,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                 "the Flash-Attention Metal kernel requires the mask to be padded to 8 and at least n_queries big");
 
                         const int64_t  ne30 = src3 ? src3->ne[0] : 0; GGML_UNUSED(ne30);
-                        const int64_t  ne31 = src3 ? src3->ne[1] : 0;
+                      //const int64_t  ne31 = src3 ? src3->ne[1] : 0;
                         const int64_t  ne32 = src3 ? src3->ne[2] : 0; GGML_UNUSED(ne32);
                         const int64_t  ne33 = src3 ? src3->ne[3] : 0; GGML_UNUSED(ne33);
 
@@ -2577,7 +2605,16 @@ static enum ggml_status ggml_metal_graph_compute(
                         const enum ggml_type src2t = src2 ? src2->type : GGML_TYPE_COUNT; GGML_UNUSED(src2t);
 
                         float scale;
-                        memcpy(&scale, dst->op_params, sizeof(float));
+                        float max_bias;
+
+                        memcpy(&scale,    ((int32_t *) dst->op_params) + 0, sizeof(scale));
+                        memcpy(&max_bias, ((int32_t *) dst->op_params) + 1, sizeof(max_bias));
+
+                        const uint32_t n_head      = src0->ne[2];
+                        const uint32_t n_head_log2 = 1u << (uint32_t) floorf(log2f((float) n_head));
+
+                        const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
+                        const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
 
                         id<MTLComputePipelineState> pipeline = nil;
 
@@ -2590,7 +2627,7 @@ static enum ggml_status ggml_metal_graph_compute(
                                 case 96:  pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H96 ].pipeline; break;
                                 case 112: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H112].pipeline; break;
                                 case 128: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H128].pipeline; break;
-                                case 256: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256].pipeline; break;
+                              //case 256: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_F16_H256].pipeline; break;
                                 default:
                                           {
                                               GGML_METAL_LOG_ERROR("unsupported size: %lld\n", ne00);
@@ -2603,7 +2640,7 @@ static enum ggml_status ggml_metal_graph_compute(
 
                             switch (ne00) {
                                 case 128: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H128].pipeline; break;
-                                case 256: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256].pipeline; break;
+                              //case 256: pipeline = ctx->kernels[GGML_METAL_KERNEL_TYPE_FLASH_ATTN_EXT_VEC_F16_H256].pipeline; break;
                                 default:
                                           {
                                               GGML_METAL_LOG_ERROR("unsupported size: %lld\n", ne00);
@@ -2614,34 +2651,38 @@ static enum ggml_status ggml_metal_graph_compute(
                         }
 
                         [encoder setComputePipelineState:pipeline];
-                        [encoder setBuffer:id_src0 offset:offs_src0        atIndex:0];
-                        [encoder setBuffer:id_src1 offset:offs_src1        atIndex:1];
-                        [encoder setBuffer:id_src2 offset:offs_src2        atIndex:2];
-                        [encoder setBuffer:id_src3 offset:offs_src3        atIndex:3];
-                        [encoder setBuffer:id_dst  offset:offs_dst         atIndex:4];
-                        [encoder setBytes:&ne00    length:sizeof( int64_t) atIndex:5];
-                        [encoder setBytes:&ne01    length:sizeof( int64_t) atIndex:6];
-                        [encoder setBytes:&ne02    length:sizeof( int64_t) atIndex:7];
-                        [encoder setBytes:&ne03    length:sizeof( int64_t) atIndex:8];
-                        [encoder setBytes:&nb00    length:sizeof(uint64_t) atIndex:9];
-                        [encoder setBytes:&nb01    length:sizeof(uint64_t) atIndex:10];
-                        [encoder setBytes:&nb02    length:sizeof(uint64_t) atIndex:11];
-                        [encoder setBytes:&nb03    length:sizeof(uint64_t) atIndex:12];
-                        [encoder setBytes:&ne10    length:sizeof( int64_t) atIndex:13];
-                        [encoder setBytes:&ne11    length:sizeof( int64_t) atIndex:14];
-                        [encoder setBytes:&ne12    length:sizeof( int64_t) atIndex:15];
-                        [encoder setBytes:&ne13    length:sizeof( int64_t) atIndex:16];
-                        [encoder setBytes:&nb10    length:sizeof(uint64_t) atIndex:17];
-                        [encoder setBytes:&nb11    length:sizeof(uint64_t) atIndex:18];
-                        [encoder setBytes:&nb12    length:sizeof(uint64_t) atIndex:19];
-                        [encoder setBytes:&nb13    length:sizeof(uint64_t) atIndex:20];
-                        [encoder setBytes:&ne31    length:sizeof( int64_t) atIndex:21];
-                        [encoder setBytes:&nb31    length:sizeof(uint64_t) atIndex:22];
-                        [encoder setBytes:&ne0     length:sizeof( int64_t) atIndex:23];
-                        [encoder setBytes:&ne1     length:sizeof( int64_t) atIndex:24];
-                        [encoder setBytes:&ne2     length:sizeof( int64_t) atIndex:25];
-                        [encoder setBytes:&ne3     length:sizeof( int64_t) atIndex:26];
-                        [encoder setBytes:&scale   length:sizeof(   float) atIndex:27];
+                        [encoder setBuffer:id_src0     offset:offs_src0           atIndex:0];
+                        [encoder setBuffer:id_src1     offset:offs_src1           atIndex:1];
+                        [encoder setBuffer:id_src2     offset:offs_src2           atIndex:2];
+                        if (id_src3) {
+                            [encoder setBuffer:id_src3     offset:offs_src3           atIndex:3];
+                        } else {
+                            [encoder setBuffer:id_src0     offset:offs_src0           atIndex:3];
+                        }
+                        [encoder setBuffer:id_dst      offset:offs_dst            atIndex:4];
+                        [encoder setBytes:&ne01        length:sizeof( int64_t)    atIndex:5];
+                        [encoder setBytes:&ne02        length:sizeof( int64_t)    atIndex:6];
+                        [encoder setBytes:&ne03        length:sizeof( int64_t)    atIndex:7];
+                        [encoder setBytes:&nb01        length:sizeof(uint64_t)    atIndex:8];
+                        [encoder setBytes:&nb02        length:sizeof(uint64_t)    atIndex:9];
+                        [encoder setBytes:&nb03        length:sizeof(uint64_t)    atIndex:10];
+                        [encoder setBytes:&ne11        length:sizeof( int64_t)    atIndex:11];
+                        [encoder setBytes:&ne12        length:sizeof( int64_t)    atIndex:12];
+                        [encoder setBytes:&ne13        length:sizeof( int64_t)    atIndex:13];
+                        [encoder setBytes:&nb11        length:sizeof(uint64_t)    atIndex:14];
+                        [encoder setBytes:&nb12        length:sizeof(uint64_t)    atIndex:15];
+                        [encoder setBytes:&nb13        length:sizeof(uint64_t)    atIndex:16];
+                        [encoder setBytes:&nb21        length:sizeof(uint64_t)    atIndex:17];
+                        [encoder setBytes:&nb22        length:sizeof(uint64_t)    atIndex:18];
+                        [encoder setBytes:&nb23        length:sizeof(uint64_t)    atIndex:19];
+                        [encoder setBytes:&nb31        length:sizeof(uint64_t)    atIndex:20];
+                        [encoder setBytes:&ne1         length:sizeof( int64_t)    atIndex:21];
+                        [encoder setBytes:&ne2         length:sizeof( int64_t)    atIndex:22];
+                        [encoder setBytes:&scale       length:sizeof(   float)    atIndex:23];
+                        [encoder setBytes:&max_bias    length:sizeof(   float)    atIndex:24];
+                        [encoder setBytes:&m0          length:sizeof(m0)          atIndex:25];
+                        [encoder setBytes:&m1          length:sizeof(m1)          atIndex:26];
+                        [encoder setBytes:&n_head_log2 length:sizeof(n_head_log2) atIndex:27];
 
                         if (!use_vec_kernel) {
                             // half8x8 kernel
diff --git a/ggml-metal.metal b/ggml-metal.metal
index 46c7d5039..0cb85e1a5 100644
--- a/ggml-metal.metal
+++ b/ggml-metal.metal
@@ -168,6 +168,53 @@ kernel void kernel_div(
     }
 }
 
+template<typename T>
+kernel void kernel_repeat(
+        device const char * src0,
+        device       char * dst,
+        constant  int64_t & ne00,
+        constant  int64_t & ne01,
+        constant  int64_t & ne02,
+        constant  int64_t & ne03,
+        constant uint64_t & nb00,
+        constant uint64_t & nb01,
+        constant uint64_t & nb02,
+        constant uint64_t & nb03,
+        constant  int64_t & ne0,
+        constant  int64_t & ne1,
+        constant  int64_t & ne2,
+        constant  int64_t & ne3,
+        constant uint64_t & nb0,
+        constant uint64_t & nb1,
+        constant uint64_t & nb2,
+        constant uint64_t & nb3,
+        uint3 tgpig[[threadgroup_position_in_grid]],
+        uint3 tpitg[[thread_position_in_threadgroup]],
+        uint3   ntg[[threads_per_threadgroup]]) {
+    const int64_t i3 = tgpig.z;
+    const int64_t i2 = tgpig.y;
+    const int64_t i1 = tgpig.x;
+
+    const int64_t i03 = i3 % ne03;
+    const int64_t i02 = i2 % ne02;
+    const int64_t i01 = i1 % ne01;
+
+    device const char * src0_ptr = src0 + i03*nb03 + i02*nb02 + i01*nb01;
+    device       char * dst_ptr  = dst  +  i3*nb3  +  i2*nb2  +  i1*nb1 ;
+
+    for (int i0 = tpitg.x; i0 < ne0; i0 += ntg.x) {
+        const int i00 = i0 % ne00;
+        *((device T *)(dst_ptr + i0*nb0)) = *((device T *)(src0_ptr + i00*nb00));
+    }
+}
+
+typedef decltype(kernel_repeat<float>) kernel_repeat_t;
+
+template [[host_name("kernel_repeat_f32")]] kernel kernel_repeat_t kernel_repeat<float>;
+template [[host_name("kernel_repeat_f16")]] kernel kernel_repeat_t kernel_repeat<half>;
+template [[host_name("kernel_repeat_i32")]] kernel kernel_repeat_t kernel_repeat<int>;
+template [[host_name("kernel_repeat_i16")]] kernel kernel_repeat_t kernel_repeat<short>;
+
 // assumption: src1 is a row
 // broadcast src1 into src0
 kernel void kernel_add_row(
@@ -229,6 +276,13 @@ kernel void kernel_relu(
     dst[tpig] = max(0.0f, src0[tpig]);
 }
 
+kernel void kernel_sigmoid(
+        device const float * src0,
+        device       float * dst,
+        uint tpig[[thread_position_in_grid]]) {
+    dst[tpig] = 1.0f / (1.0f + exp(-src0[tpig]));
+}
+
 kernel void kernel_tanh(
         device const float * src0,
         device       float * dst,
@@ -356,7 +410,6 @@ template<typename T>
 kernel void kernel_soft_max(
         device const  char * src0,
         device const  char * src1,
-        device const  char * src2,
         device        char * dst,
         constant   int64_t & ne00,
         constant   int64_t & ne01,
@@ -378,10 +431,9 @@ kernel void kernel_soft_max(
 
     device const float * psrc0 = (device const float *) src0 + (i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00);
     device const     T * pmask = src1 != src0 ? (device const    T *) src1         + i01*ne00 : nullptr;
-    device const     T * ppos  = src2 != src0 ? (device const    T *) src2                    : nullptr;
     device       float * pdst  = (device       float *) dst  + (i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00);
 
-    float slope = 0.0f;
+    float slope = 1.0f;
 
     // ALiBi
     if (max_bias > 0.0f) {
@@ -397,7 +449,7 @@ kernel void kernel_soft_max(
     float lmax = -INFINITY;
 
     for (int i00 = tpitg; i00 < ne00; i00 += ntg) {
-        lmax = MAX(lmax, psrc0[i00]*scale + (pmask ? pmask[i00] : 0.0f) + (ppos ? slope*ppos[i00] : 0.0f));
+        lmax = MAX(lmax, psrc0[i00]*scale + (pmask ? slope*pmask[i00] : 0.0f));
     }
 
     // find the max value in the block
@@ -422,7 +474,7 @@ kernel void kernel_soft_max(
     // parallel sum
     float lsum = 0.0f;
     for (int i00 = tpitg; i00 < ne00; i00 += ntg) {
-        const float exp_psrc0 = exp((psrc0[i00]*scale + (pmask ? pmask[i00] : 0.0f) + (ppos ? slope*ppos[i00] : 0.0f)) - max_val);
+        const float exp_psrc0 = exp((psrc0[i00]*scale + (pmask ? slope*pmask[i00] : 0.0f)) - max_val);
         lsum += exp_psrc0;
         pdst[i00] = exp_psrc0;
     }
@@ -461,7 +513,6 @@ template<typename T>
 kernel void kernel_soft_max_4(
         device const  char * src0,
         device const  char * src1,
-        device const  char * src2,
         device        char * dst,
         constant   int64_t & ne00,
         constant   int64_t & ne01,
@@ -483,10 +534,9 @@ kernel void kernel_soft_max_4(
 
     device const float4 * psrc4 = (device const float4 *) src0 + (i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00)/4;
     device const      T * pmask = src1 != src0 ? (device const     T *) src1         + i01*ne00/4 : nullptr;
-    device const      T * ppos  = src2 != src0 ? (device const     T *) src2                      : nullptr;
     device       float4 * pdst4 = (device       float4 *) dst  + (i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00)/4;
 
-    float slope = 0.0f;
+    float slope = 1.0f;
 
     if (max_bias > 0.0f) {
         const int64_t h = i02;
@@ -501,7 +551,7 @@ kernel void kernel_soft_max_4(
     float4 lmax4 = -INFINITY;
 
     for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) {
-        lmax4 = fmax(lmax4, psrc4[i00]*scale + (float4)((pmask ? pmask[i00] : 0.0f) + (ppos ? slope*ppos[i00] : 0.0f)));
+        lmax4 = fmax(lmax4, psrc4[i00]*scale + (float4)((pmask ? slope*pmask[i00] : 0.0f)));
     }
 
     const float lmax = MAX(MAX(lmax4[0], lmax4[1]), MAX(lmax4[2], lmax4[3]));
@@ -527,7 +577,7 @@ kernel void kernel_soft_max_4(
     // parallel sum
     float4 lsum4 = 0.0f;
     for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) {
-        const float4 exp_psrc4 = exp((psrc4[i00]*scale + (float4)((pmask ? pmask[i00] : 0.0f) + (ppos ? slope*ppos[i00] : 0.0f))) - max_val);
+        const float4 exp_psrc4 = exp((psrc4[i00]*scale + (float4)((pmask ? slope*pmask[i00] : 0.0f))) - max_val);
         lsum4 += exp_psrc4;
         pdst4[i00] = exp_psrc4;
     }
@@ -1595,60 +1645,6 @@ kernel void kernel_mul_mv_f16_f32_l4(
     }
 }
 
-kernel void kernel_alibi_f32(
-        device const float * src0,
-        device       float * dst,
-        constant   int64_t & ne00,
-        constant   int64_t & ne01,
-        constant   int64_t & ne02,
-        constant   int64_t & ne03,
-        constant  uint64_t & nb00,
-        constant  uint64_t & nb01,
-        constant  uint64_t & nb02,
-        constant  uint64_t & nb03,
-        constant   int64_t & ne0,
-        constant   int64_t & ne1,
-        constant   int64_t & ne2,
-        constant   int64_t & ne3,
-        constant  uint64_t & nb0,
-        constant  uint64_t & nb1,
-        constant  uint64_t & nb2,
-        constant  uint64_t & nb3,
-        constant     float & m0,
-        constant     float & m1,
-        constant       int & n_heads_log2_floor,
-        uint3 tgpig[[threadgroup_position_in_grid]],
-        uint3 tpitg[[thread_position_in_threadgroup]],
-        uint3   ntg[[threads_per_threadgroup]]) {
-    const int64_t i03 = tgpig[2];
-    const int64_t i02 = tgpig[1];
-    const int64_t i01 = tgpig[0];
-
-    const int64_t n = i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00;
-
-    const int64_t i3 = n / (ne2*ne1*ne0);
-    const int64_t i2 = (n - i3*ne2*ne1*ne0) / (ne1*ne0);
-    const int64_t i1 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0) / ne0;
-  //const int64_t i0 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0 - i1*ne0);
-
-    const int64_t k = i3*ne3 + i2;
-
-    float m_k;
-    if (k < n_heads_log2_floor) {
-        m_k = pow(m0, k + 1);
-    } else {
-        m_k = pow(m1, 2 * (k - n_heads_log2_floor) + 1);
-    }
-
-    device       char * dst_row = (device char *) dst + i3*nb3 + i2*nb2 + i1*nb1;
-    device const char * src_row = (device char *) src0 + i03*nb03 + i02*nb02 + i01*nb01;
-    for (int64_t i00 = tpitg.x; i00 < ne00; i00 += ntg.x) {
-        const  float   src_v = *(device float *)(src_row + i00*nb00);
-        device float * dst_v =  (device float *)(dst_row + i00*nb0);
-        *dst_v = i00 * m_k + src_v;
-    }
-}
-
 static float rope_yarn_ramp(const float low, const float high, const int i0) {
     const float y = (i0 / 2 - low) / max(0.001f, high - low);
     return 1.0f - min(1.0f, max(0.0f, y));
@@ -1691,6 +1687,7 @@ static void rope_yarn_corr_dims(
 typedef void (rope_t)(
         device const    void * src0,
         device const int32_t * src1,
+        device const   float * src2,
         device         float * dst,
         constant     int64_t & ne00,
         constant     int64_t & ne01,
@@ -1726,6 +1723,7 @@ template<typename T>
 kernel void kernel_rope(
         device const    void * src0,
         device const int32_t * src1,
+        device const   float * src2,
         device         float * dst,
         constant     int64_t & ne00,
         constant     int64_t & ne01,
@@ -1769,13 +1767,13 @@ kernel void kernel_rope(
 
     const int64_t p = pos[i2];
 
-    const float theta_0 = (float)p;
+    const float theta_base = (float)p;
     const float inv_ndims = -1.f/n_dims;
 
     if (!is_neox) {
         for (int64_t i0 = 2*tiitg; i0 < ne0; i0 += 2*tptg.x) {
+            const float theta = theta_base * pow(freq_base, inv_ndims*i0);
 
-            const float theta = theta_0 * pow(freq_base, inv_ndims*i0);
             float cos_theta, sin_theta;
             rope_yarn(theta, freq_scale, corr_dims, i0, ext_factor, attn_factor, &cos_theta, &sin_theta);
 
@@ -1791,16 +1789,14 @@ kernel void kernel_rope(
     } else {
         for (int64_t ic = 2*tiitg; ic < ne0; ic += 2*tptg.x) {
             if (ic < n_dims) {
-                const int64_t ib = 0;
+                const int64_t i0 = ic/2;
 
-                // simplified from `(ib * n_dims + ic) * inv_ndims`
-                const float cur_rot = inv_ndims*ic - ib;
+                const float freq_factor = src2 != src0 ? src2[i0] : 1.0f;
+
+                const float theta = theta_base * pow(freq_base, inv_ndims*ic);
 
-                const float theta = theta_0 * pow(freq_base, cur_rot);
                 float cos_theta, sin_theta;
-                rope_yarn(theta, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor, &cos_theta, &sin_theta);
-
-                const int64_t i0 = ib*n_dims + ic/2;
+                rope_yarn(theta/freq_factor, freq_scale, corr_dims, ic, ext_factor, attn_factor, &cos_theta, &sin_theta);
 
                 device const T * const src = (device T *)((device char *) src0 + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00);
                 device       T * dst_data  = (device T *)((device char *)  dst + i3*nb3  + i2*nb2  + i1*nb1  + i0*nb0);
@@ -1903,7 +1899,10 @@ kernel void kernel_upscale_f32(
     constant  uint64_t & nb1,
     constant  uint64_t & nb2,
     constant  uint64_t & nb3,
-    constant   int32_t & sf,
+    constant     float & sf0,
+    constant     float & sf1,
+    constant     float & sf2,
+    constant     float & sf3,
     uint3 tgpig[[threadgroup_position_in_grid]],
     uint3 tpitg[[thread_position_in_threadgroup]],
     uint3   ntg[[threads_per_threadgroup]]) {
@@ -1912,15 +1911,17 @@ kernel void kernel_upscale_f32(
     const int64_t i2 = tgpig.y;
     const int64_t i1 = tgpig.x;
 
-    const int64_t i03 = i3;
-    const int64_t i02 = i2;
-    const int64_t i01 = i1/sf;
-
-    device const float * src0_ptr = (device const float *) (src0 + i03*nb03 + i02*nb02 + i01*nb01);
-    device       float * dst_ptr  = (device       float *) (dst  +  i3*nb3  +  i2*nb2  +  i1*nb1);
+    const int64_t i03 = i3/sf3;
+    const int64_t i02 = i2/sf2;
+    const int64_t i01 = i1/sf1;
 
     for (int i0 = tpitg.x; i0 < ne0; i0 += ntg.x) {
-        dst_ptr[i0] = src0_ptr[i0/sf];
+        const int64_t i00 = i0/sf0;
+
+        device const float * src0_ptr = (device const float *) (src0 + i03*nb03 + i02*nb02 + i01*nb01 + i00*nb00);
+        device       float * dst_ptr  = (device       float *) (dst  +  i3*nb3  +  i2*nb2  +  i1*nb1  +  i0*nb0);
+
+        dst_ptr[0] = src0_ptr[0];
     }
 }
 
@@ -2100,29 +2101,29 @@ typedef void (flash_attn_ext_f16_t)(
         device const  char * v,
         device const  char * mask,
         device       float * dst,
-        constant   int64_t & ne00,
         constant   int64_t & ne01,
         constant   int64_t & ne02,
         constant   int64_t & ne03,
-        constant  uint64_t & nb00,
         constant  uint64_t & nb01,
         constant  uint64_t & nb02,
         constant  uint64_t & nb03,
-        constant   int64_t & ne10,
         constant   int64_t & ne11,
         constant   int64_t & ne12,
         constant   int64_t & ne13,
-        constant  uint64_t & nb10,
         constant  uint64_t & nb11,
         constant  uint64_t & nb12,
         constant  uint64_t & nb13,
-        constant   int64_t & ne31,
+        constant  uint64_t & nb21,
+        constant  uint64_t & nb22,
+        constant  uint64_t & nb23,
         constant  uint64_t & nb31,
-        constant   int64_t & ne0,
         constant   int64_t & ne1,
         constant   int64_t & ne2,
-        constant   int64_t & ne3,
         constant     float & scale,
+        constant     float & max_bias,
+        constant     float & m0,
+        constant     float & m1,
+        constant  uint32_t & n_head_log2,
         threadgroup   half * shared,
         uint3  tgpig[[threadgroup_position_in_grid]],
         uint3  tpitg[[thread_position_in_threadgroup]],
@@ -2138,29 +2139,29 @@ kernel void kernel_flash_attn_ext_f16(
         device const  char * v,
         device const  char * mask,
         device       float * dst,
-        constant   int64_t & ne00,
         constant   int64_t & ne01,
         constant   int64_t & ne02,
         constant   int64_t & ne03,
-        constant  uint64_t & nb00,
         constant  uint64_t & nb01,
         constant  uint64_t & nb02,
         constant  uint64_t & nb03,
-        constant   int64_t & ne10,
         constant   int64_t & ne11,
         constant   int64_t & ne12,
         constant   int64_t & ne13,
-        constant  uint64_t & nb10,
         constant  uint64_t & nb11,
         constant  uint64_t & nb12,
         constant  uint64_t & nb13,
-        constant   int64_t & ne31,
+        constant  uint64_t & nb21,
+        constant  uint64_t & nb22,
+        constant  uint64_t & nb23,
         constant  uint64_t & nb31,
-        constant   int64_t & ne0,
         constant   int64_t & ne1,
         constant   int64_t & ne2,
-        constant   int64_t & ne3,
         constant     float & scale,
+        constant     float & max_bias,
+        constant     float & m0,
+        constant     float & m1,
+        constant  uint32_t & n_head_log2,
         threadgroup   half * shared [[threadgroup(0)]],
         uint3  tgpig[[threadgroup_position_in_grid]],
         uint3  tpitg[[thread_position_in_threadgroup]],
@@ -2225,10 +2226,6 @@ kernel void kernel_flash_attn_ext_f16(
         const short ne22 = ne12;
         const short ne23 = ne13;
 
-        const uint nb21 = nb11;
-        const uint nb22 = nb12;
-        const uint nb23 = nb13;
-
         // broadcast
         const short rk2 = ne02/ne12;
         const short rk3 = ne03/ne13;
@@ -2254,8 +2251,17 @@ kernel void kernel_flash_attn_ext_f16(
         // pointer to the mask
         device const half * mp = (device const half *) (mask + iq1*nb31);
 
-        // prepare diagonal scale matrix
-        simdgroup_float8x8 mscale(scale);
+        float slope = 1.0f;
+
+        // ALiBi
+        if (max_bias > 0.0f) {
+            const uint32_t h = iq2;
+
+            const float base = h < n_head_log2 ? m0 : m1;
+            const int   exph = h < n_head_log2 ? h + 1 : 2*(h - n_head_log2) + 1;
+
+            slope = pow(base, exph);
+        }
 
         // loop over the KV cache
         // each simdgroup handles blocks of Q rows and C columns
@@ -2279,12 +2285,20 @@ kernel void kernel_flash_attn_ext_f16(
                         simdgroup_multiply_accumulate(mqk, mq[i], mk, mqk);
                     }
 
-                    // mqk = mqk*scale + mask
-                    simdgroup_half8x8 mm;
-                    simdgroup_load(mm, mp + ic + 8*cc, nb31/sizeof(half), 0, false);
-                    simdgroup_multiply_accumulate(mqk, mqk, mscale, mm);
-
                     simdgroup_store(mqk, ss + 8*cc, TF, 0, false);
+
+                    const short tx = tiisg%4;
+                    const short ty = tiisg/4;
+
+                    if (mask != q) {
+                        // mqk = mqk*scale + mask*slope
+                        ss[8*cc + ty*TF + 2*tx + 0] = scale*ss[8*cc + ty*TF + 2*tx + 0] + slope*mp[ic + 8*cc + ty*nb31/sizeof(half) + 2*tx + 0];
+                        ss[8*cc + ty*TF + 2*tx + 1] = scale*ss[8*cc + ty*TF + 2*tx + 1] + slope*mp[ic + 8*cc + ty*nb31/sizeof(half) + 2*tx + 1];
+                    } else {
+                        // mqk = mqk*scale
+                        ss[8*cc + ty*TF + 2*tx + 0] *= scale;
+                        ss[8*cc + ty*TF + 2*tx + 1] *= scale;
+                    }
                 }
             }
 
@@ -2447,7 +2461,7 @@ template [[host_name("kernel_flash_attn_ext_f16_h80" )]] kernel flash_attn_ext_f
 template [[host_name("kernel_flash_attn_ext_f16_h96" )]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_f16<96>;
 template [[host_name("kernel_flash_attn_ext_f16_h112")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_f16<112>;
 template [[host_name("kernel_flash_attn_ext_f16_h128")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_f16<128>;
-template [[host_name("kernel_flash_attn_ext_f16_h256")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_f16<256>;
+//template [[host_name("kernel_flash_attn_ext_f16_h256")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_f16<256>;
 
 template<int64_t D, int64_t Q = 1, int64_t C = 32> // head size, queries per threadgroup, cache items per threadgroup
 kernel void kernel_flash_attn_ext_vec_f16(
@@ -2456,29 +2470,29 @@ kernel void kernel_flash_attn_ext_vec_f16(
         device const  char * v,
         device const  char * mask,
         device       float * dst,
-        constant   int64_t & ne00,
         constant   int64_t & ne01,
         constant   int64_t & ne02,
         constant   int64_t & ne03,
-        constant  uint64_t & nb00,
         constant  uint64_t & nb01,
         constant  uint64_t & nb02,
         constant  uint64_t & nb03,
-        constant   int64_t & ne10,
         constant   int64_t & ne11,
         constant   int64_t & ne12,
         constant   int64_t & ne13,
-        constant  uint64_t & nb10,
         constant  uint64_t & nb11,
         constant  uint64_t & nb12,
         constant  uint64_t & nb13,
-        constant   int64_t & ne31,
+        constant  uint64_t & nb21,
+        constant  uint64_t & nb22,
+        constant  uint64_t & nb23,
         constant  uint64_t & nb31,
-        constant   int64_t & ne0,
         constant   int64_t & ne1,
         constant   int64_t & ne2,
-        constant   int64_t & ne3,
         constant     float & scale,
+        constant     float & max_bias,
+        constant     float & m0,
+        constant     float & m1,
+        constant  uint32_t & n_head_log2,
         threadgroup   half * shared [[threadgroup(0)]],
         uint3  tgpig[[threadgroup_position_in_grid]],
         uint3  tpitg[[thread_position_in_threadgroup]],
@@ -2497,6 +2511,18 @@ kernel void kernel_flash_attn_ext_vec_f16(
 
     const short T  = D + 2*nsg*SH; // shared memory size per query in (half)
 
+    float slope = 1.0f;
+
+    // ALiBi
+    if (max_bias > 0.0f) {
+        const uint32_t h = iq2;
+
+        const float base = h < n_head_log2 ? m0 : m1;
+        const int   exp  = h < n_head_log2 ? h + 1 : 2*(h - n_head_log2) + 1;
+
+        slope = pow(base, exp);
+    }
+
   //threadgroup half   * sq  = (threadgroup half   *) (shared +              0*D); // holds the query data
     threadgroup half4  * sq4 = (threadgroup half4  *) (shared +              0*D); // same as above but in half4
     threadgroup float  * ss  = (threadgroup float  *) (shared + 2*sgitg*SH + 1*D); // scratch buffer for attention and diagonal matrix
@@ -2537,10 +2563,6 @@ kernel void kernel_flash_attn_ext_vec_f16(
         const short ne22 = ne12;
         const short ne23 = ne13;
 
-        const uint nb21 = nb11;
-        const uint nb22 = nb12;
-        const uint nb23 = nb13;
-
         // broadcast
         const short rk2 = ne02/ne12;
         const short rk3 = ne03/ne13;
@@ -2603,10 +2625,9 @@ kernel void kernel_flash_attn_ext_vec_f16(
                     mqk += simd_shuffle_down(mqk,  2);
                     mqk += simd_shuffle_down(mqk,  1);
 
-                    // mqk = mqk*scale + mask
+                    // mqk = mqk*scale + mask*slope
                     if (tiisg == 0) {
-                        float4 mm = (float4) mp4[ic/4 + cc];
-                        mqk = mqk*scale + mm;
+                        mqk = mqk*scale + ((mask != q) ? ((float4) mp4[ic/4 + cc])*slope : (float4) 0.0f);
 
                         ss4[cc] = mqk;
                     }
@@ -2718,7 +2739,7 @@ kernel void kernel_flash_attn_ext_vec_f16(
 }
 
 template [[host_name("kernel_flash_attn_ext_vec_f16_h128")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_vec_f16<128>;
-template [[host_name("kernel_flash_attn_ext_vec_f16_h256")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_vec_f16<256>;
+//template [[host_name("kernel_flash_attn_ext_vec_f16_h256")]] kernel flash_attn_ext_f16_t kernel_flash_attn_ext_vec_f16<256>;
 
 kernel void kernel_cpy_f16_f16(
         device  const half * src0,
@@ -3341,31 +3362,30 @@ kernel void kernel_concat(
     constant  uint64_t & nb1,
     constant  uint64_t & nb2,
     constant  uint64_t & nb3,
+    constant   int32_t & dim,
     uint3 tgpig[[threadgroup_position_in_grid]],
     uint3 tpitg[[thread_position_in_threadgroup]],
     uint3   ntg[[threads_per_threadgroup]]) {
 
-    const int64_t i03 = tgpig.z;
-    const int64_t i02 = tgpig.y;
-    const int64_t i01 = tgpig.x;
+    const int64_t i3 = tgpig.z;
+    const int64_t i2 = tgpig.y;
+    const int64_t i1 = tgpig.x;
 
-    const int64_t i13 = i03 % ne13;
-    const int64_t i12 = i02 % ne12;
-    const int64_t i11 = i01 % ne11;
+    int64_t o[4] = {0, 0, 0, 0};
+    o[dim] = dim == 0 ? ne00 : (dim == 1 ? ne01 : (dim == 2 ? ne02 : ne03));
 
-    device const char * src0_ptr = src0 + i03*nb03 + i02*nb02 + i01*nb01 + tpitg.x*nb00;
-    device const char * src1_ptr = src1 + i13*nb13 + i12*nb12 + i11*nb11 + tpitg.x*nb10;
-    device       char * dst_ptr  = dst  + i03*nb3  + i02*nb2  + i01*nb1  + tpitg.x*nb0;
+    device const float * x;
 
     for (int i0 = tpitg.x; i0 < ne0; i0 += ntg.x) {
-        if (i02 < ne02) {
-            ((device float *)dst_ptr)[0] = ((device float *)src0_ptr)[0];
-            src0_ptr += ntg.x*nb00;
+        if (i0 < ne00 && i1 < ne01 && i2 < ne02 && i3 < ne03) {
+            x = (device const float *)(src0 + (i3       )*nb03 + (i2       )*nb02 + (i1       )*nb01 + (i0       )*nb00);
         } else {
-            ((device float *)dst_ptr)[0] = ((device float *)src1_ptr)[0];
-            src1_ptr += ntg.x*nb10;
+            x = (device const float *)(src1 + (i3 - o[3])*nb13 + (i2 - o[2])*nb12 + (i1 - o[1])*nb11 + (i0 - o[0])*nb10);
         }
-        dst_ptr += ntg.x*nb0;
+
+        device float * y = (device float *)(dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0);
+
+        *y = *x;
     }
 }
 
@@ -3408,7 +3428,6 @@ void kernel_mul_mv_q2_K_f32_impl(
 
     const int step = sizeof(block_q2_K) * nb;
 
-#if QK_K == 256
     const int ix = tiisg/8;  // 0...3
     const int it = tiisg%8;  // 0...7
     const int iq = it/4;     // 0 or 1
@@ -3460,57 +3479,6 @@ void kernel_mul_mv_q2_K_f32_impl(
 
         y4 += 4 * QK_K;
     }
-#else
-    const int ix = tiisg/2;  // 0...15
-    const int it = tiisg%2;  // 0...1
-
-    device const float * y4 = y + ix * QK_K + 8 * it;
-
-    for (int ib = ix; ib < nb; ib += 16) {
-
-        float4 sumy = {0.f, 0.f, 0.f, 0.f};
-        for (int i = 0; i < 8; ++i) {
-            yl[i+ 0] = y4[i+ 0]; sumy[0] += yl[i+ 0];
-            yl[i+ 8] = y4[i+16]; sumy[1] += yl[i+ 8];
-            yl[i+16] = y4[i+32]; sumy[2] += yl[i+16];
-            yl[i+24] = y4[i+48]; sumy[3] += yl[i+24];
-        }
-
-        device const uint8_t  * sc = (device const uint8_t  *)x[ib].scales;
-        device const uint16_t * qs = (device const uint16_t *)x[ib].qs + 4 * it;
-        device const half     * dh = &x[ib].d;
-
-        for (int row = 0; row < N_DST; row++) {
-
-            float4 acc1 = {0.f, 0.f, 0.f, 0.f};
-            float4 acc2 = {0.f, 0.f, 0.f, 0.f};
-            for (int i = 0; i < 8; i += 2) {
-                acc1[0] += yl[i+ 0] * (qs[i/2] & 0x0003);
-                acc2[0] += yl[i+ 1] * (qs[i/2] & 0x0300);
-                acc1[1] += yl[i+ 8] * (qs[i/2] & 0x000c);
-                acc2[1] += yl[i+ 9] * (qs[i/2] & 0x0c00);
-                acc1[2] += yl[i+16] * (qs[i/2] & 0x0030);
-                acc2[2] += yl[i+17] * (qs[i/2] & 0x3000);
-                acc1[3] += yl[i+24] * (qs[i/2] & 0x00c0);
-                acc2[3] += yl[i+25] * (qs[i/2] & 0xc000);
-            }
-
-            float dall = dh[0];
-            float dmin = dh[1];
-            sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc2[0]) * (sc[0] & 0xF) * 1.f/ 1.f +
-                                 (acc1[1] + 1.f/256.f * acc2[1]) * (sc[1] & 0xF) * 1.f/ 4.f +
-                                 (acc1[2] + 1.f/256.f * acc2[2]) * (sc[2] & 0xF) * 1.f/16.f +
-                                 (acc1[3] + 1.f/256.f * acc2[3]) * (sc[3] & 0xF) * 1.f/64.f) -
-                         dmin * (sumy[0] * (sc[0] >> 4) + sumy[1] * (sc[1] >> 4) + sumy[2] * (sc[2] >> 4) + sumy[3] * (sc[3] >> 4));
-
-            qs += step/2;
-            sc += step;
-            dh += step/2;
-        }
-
-        y4 += 16 * QK_K;
-    }
-#endif
 
     for (int row = 0; row < N_DST; ++row) {
         all_sum = simd_sum(sumf[row]);
@@ -3548,7 +3516,6 @@ kernel void kernel_mul_mv_q2_K_f32(
     kernel_mul_mv_q2_K_f32_impl(src0, src1, dst, ne00, ne01, ne02, ne10, ne12, ne0, ne1, r2, r3, nullptr, tgpig, tiisg, sgitg);
 }
 
-#if QK_K == 256
 void kernel_mul_mv_q3_K_f32_impl(
         device const  void * src0,
         device const float * src1,
@@ -3707,84 +3674,6 @@ void kernel_mul_mv_q3_K_f32_impl(
         }
     }
 }
-#else
-void kernel_mul_mv_q3_K_f32_impl(
-        device const  void * src0,
-        device const float * src1,
-        device       float * dst,
-        constant   int64_t & ne00,
-        constant   int64_t & ne01,
-        constant   int64_t & ne02,
-        constant   int64_t & ne10,
-        constant   int64_t & ne12,
-        constant   int64_t & ne0,
-        constant   int64_t & ne1,
-        constant   uint    & r2,
-        constant   uint    & r3,
-        threadgroup int8_t * shared_values [[threadgroup(0)]],
-        uint3 tgpig[[threadgroup_position_in_grid]],
-        uint  tiisg[[thread_index_in_simdgroup]],
-        uint  sgitg[[simdgroup_index_in_threadgroup]]) {
-
-    const int nb = ne00/QK_K;
-
-    const int64_t r0 = tgpig.x;
-    const int64_t r1 = tgpig.y;
-    const int64_t im = tgpig.z;
-
-    const int row = 2 * r0 + sgitg;
-
-    const uint i12 = im%ne12;
-    const uint i13 = im/ne12;
-
-    const uint offset0 = (i12/r2)*(nb*ne01) + (i13/r3)*(nb*ne01*ne02);
-
-    device const block_q3_K * x = (device const block_q3_K *) src0 + row*nb + offset0;
-    device const float     * yy = (device const float      *) src1 + r1*ne10 + im*ne00*ne1;
-
-    const int ix = tiisg/4;
-    const int il = 4 * (tiisg%4);// 0, 4, 8, 12
-    const int iq = il/8;         // 0, 0, 1, 1
-    const int in = il%8;         // 0, 4, 0, 4
-
-    float2 sum = {0.f, 0.f};
-
-    for (int i = ix; i < nb; i += 8) {
-
-        const float d_all = (float)(x[i].d);
-
-        device const uint16_t * q = (device const uint16_t *)(x[i].qs + il);
-        device const uint16_t * h = (device const uint16_t *)(x[i].hmask + in);
-        device const uint16_t * s = (device const uint16_t *)(x[i].scales);
-        device const float    * y = yy + i * QK_K + il;
-
-        const float d1 = d_all * ((int32_t)(s[0] & 0x000F) - 8);
-        const float d2 = d_all * ((int32_t)(s[0] & 0x00F0) - 128) * 1.f/64.f;
-        const float d3 = d_all * ((int32_t)(s[0] & 0x0F00) - 2048) * 1.f/4096.f;
-        const float d4 = d_all * ((int32_t)(s[0] & 0xF000) - 32768) * 1.f/262144.f;
-
-        for (int l = 0; l < 4; l += 2) {
-            const uint16_t hm = h[l/2] >> iq;
-            sum[0] += y[l+ 0] * d1 * ((int32_t)(q[l/2] & 0x0003) - ((hm & 0x0001) ? 0 :  4))
-                    + y[l+16] * d2 * ((int32_t)(q[l/2] & 0x000c) - ((hm & 0x0004) ? 0 : 16))
-                    + y[l+32] * d3 * ((int32_t)(q[l/2] & 0x0030) - ((hm & 0x0010) ? 0 : 64))
-                    + y[l+48] * d4 * ((int32_t)(q[l/2] & 0x00c0) - ((hm & 0x0040) ? 0 : 256));
-            sum[1] += y[l+ 1] * d1 * ((int32_t)(q[l/2] & 0x0300) - ((hm & 0x0100) ? 0 : 1024))
-                    + y[l+17] * d2 * ((int32_t)(q[l/2] & 0x0c00) - ((hm & 0x0400) ? 0 : 4096))
-                    + y[l+33] * d3 * ((int32_t)(q[l/2] & 0x3000) - ((hm & 0x1000) ? 0 : 16384))
-                    + y[l+49] * d4 * ((int32_t)(q[l/2] & 0xc000) - ((hm & 0x4000) ? 0 : 65536));
-        }
-
-    }
-    const float sumf = sum[0] + sum[1] * 1.f/256.f;
-
-    const float tot = simd_sum(sumf);
-    if (tiisg == 0) {
-        dst[r1*ne0 + im*ne0*ne1 + row] = tot;
-    }
-
-}
-#endif
 
 [[host_name("kernel_mul_mv_q3_K_f32")]]
 kernel void kernel_mul_mv_q3_K_f32(
@@ -3814,7 +3703,6 @@ kernel void kernel_mul_mv_q3_K_f32(
     kernel_mul_mv_q3_K_f32_impl(src0, src1, dst, ne00, ne01, ne02, ne10, ne12, ne0, ne1, r2, r3, nullptr, tgpig, tiisg, sgitg);
 }
 
-#if QK_K == 256
 void kernel_mul_mv_q4_K_f32_impl(
         device const  void * src0,
         device const float * src1,
@@ -3928,103 +3816,6 @@ void kernel_mul_mv_q4_K_f32_impl(
         }
     }
 }
-#else
-void kernel_mul_mv_q4_K_f32_impl(
-        device const  void * src0,
-        device const float * src1,
-        device       float * dst,
-        constant   int64_t & ne00,
-        constant   int64_t & ne01,
-        constant   int64_t & ne02,
-        constant   int64_t & ne10,
-        constant   int64_t & ne12,
-        constant   int64_t & ne0,
-        constant   int64_t & ne1,
-        constant   uint    & r2,
-        constant   uint    & r3,
-        threadgroup int8_t * shared_values [[threadgroup(0)]],
-        uint3 tgpig[[threadgroup_position_in_grid]],
-        uint  tiisg[[thread_index_in_simdgroup]],
-        uint  sgitg[[simdgroup_index_in_threadgroup]]) {
-
-    const int ix = tiisg/4;  // 0...7
-    const int it = tiisg%4;  // 0...3
-
-    const int nb = ne00/QK_K;
-    const int r0 = tgpig.x;
-    const int r1 = tgpig.y;
-    const int im = tgpig.z;
-    const int first_row = r0 * N_DST;
-    const int ib_row = first_row * nb;
-
-    const uint i12 = im%ne12;
-    const uint i13 = im/ne12;
-
-    const uint offset0 = (i12/r2)*(nb*ne01) + (i13/r3)*(nb*ne01*ne02);
-
-    device const block_q4_K * x = (device const block_q4_K *) src0 + ib_row + offset0;
-    device const float      * y = (device const float      *) src1 + r1*ne10 + im*ne00*ne1;
-
-    float yl[8];
-    float yh[8];
-    float sumf[N_DST]={0.f}, all_sum;
-
-    const int step = sizeof(block_q4_K) * nb / 2;
-
-    device const float * y4 = y + ix * QK_K + 8 * it;
-
-    uint16_t sc16[4];
-
-    for (int ib = ix; ib < nb; ib += 8) {
-
-        float2 sumy = {0.f, 0.f};
-        for (int i = 0; i < 8; ++i) {
-            yl[i] = y4[i+ 0]; sumy[0] += yl[i];
-            yh[i] = y4[i+32]; sumy[1] += yh[i];
-        }
-
-        device const uint16_t * sc = (device const uint16_t *)x[ib].scales;
-        device const uint16_t * qs = (device const uint16_t *)x[ib].qs + 4 * it;
-        device const half     * dh = x[ib].d;
-
-        for (int row = 0; row < N_DST; row++) {
-
-            sc16[0] = sc[0] & 0x000f;
-            sc16[1] = sc[0] & 0x0f00;
-            sc16[2] = sc[0] & 0x00f0;
-            sc16[3] = sc[0] & 0xf000;
-
-            float2 acc1 = {0.f, 0.f};
-            float2 acc2 = {0.f, 0.f};
-            for (int i = 0; i < 8; i += 2) {
-                acc1[0] += yl[i+0] * (qs[i/2] & 0x000F);
-                acc1[1] += yl[i+1] * (qs[i/2] & 0x0F00);
-                acc2[0] += yh[i+0] * (qs[i/2] & 0x00F0);
-                acc2[1] += yh[i+1] * (qs[i/2] & 0xF000);
-            }
-
-            float dall = dh[0];
-            float dmin = dh[1];
-            sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc1[1]) * sc16[0] +
-                                 (acc2[0] + 1.f/256.f * acc2[1]) * sc16[1] * 1.f/4096.f) -
-                         dmin * 1.f/16.f * (sumy[0] * sc16[2] + sumy[1] * sc16[3] * 1.f/256.f);
-
-            qs += step;
-            sc += step;
-            dh += step;
-        }
-
-        y4 += 8 * QK_K;
-    }
-
-    for (int row = 0; row < N_DST; ++row) {
-        all_sum = simd_sum(sumf[row]);
-        if (tiisg == 0) {
-            dst[r1*ne0 + im*ne0*ne1 + first_row + row] = all_sum;
-        }
-    }
-}
-#endif
 
 [[host_name("kernel_mul_mv_q4_K_f32")]]
 kernel void kernel_mul_mv_q4_K_f32(
@@ -4092,8 +3883,6 @@ void kernel_mul_mv_q5_K_f32_impl(
 
     const int step = sizeof(block_q5_K) * nb;
 
-#if QK_K == 256
-#
     float yl[16], yh[16];
 
     const uint16_t kmask1 = 0x3f3f;
@@ -4176,54 +3965,6 @@ void kernel_mul_mv_q5_K_f32_impl(
         y1 += 4 * QK_K;
 
     }
-#else
-    float yl[8], yh[8];
-
-    const int il = 4 * (tiisg/8);  // 0, 4, 8, 12
-    const int ix = tiisg%8;
-    const int iq = il/8;         // 0, 0, 1, 1
-    const int in = il%8;         // 0, 4, 0, 4
-
-    device const float * y = yy + ix*QK_K + il;
-
-    for (int i = ix; i < nb; i += 8) {
-
-        for (int l = 0; l < 4; ++l) {
-            yl[l+0] = y[l+ 0];
-            yl[l+4] = y[l+16];
-            yh[l+0] = y[l+32];
-            yh[l+4] = y[l+48];
-        }
-
-        device const half * dh = &x[i].d;
-        device const uint8_t * q = x[i].qs + il;
-        device const uint8_t * h = x[i].qh + in;
-        device const int8_t  * s = x[i].scales;
-
-        for (int row = 0; row < 2; ++row) {
-
-            const float d = dh[0];
-
-            float2 acc = {0.f, 0.f};
-            for (int l = 0; l < 4; ++l) {
-                const uint8_t hl = h[l] >> iq;
-                acc[0] += yl[l+0] * s[0] * ((int16_t)(q[l+ 0] & 0x0F) - (hl & 0x01 ? 0 : 16))
-                        + yl[l+4] * s[1] * ((int16_t)(q[l+16] & 0x0F) - (hl & 0x04 ? 0 : 16));
-                acc[1] += yh[l+0] * s[2] * ((int16_t)(q[l+ 0] & 0xF0) - (hl & 0x10 ? 0 : 256))
-                        + yh[l+4] * s[3] * ((int16_t)(q[l+16] & 0xF0) - (hl & 0x40 ? 0 : 256));
-            }
-            sumf[row] += d * (acc[0] + 1.f/16.f * acc[1]);
-
-            q += step;
-            h += step;
-            s += step;
-            dh += step/2;
-
-        }
-
-        y += 8 * QK_K;
-    }
-#endif
 
     for (int row = 0; row < 2; ++row) {
         const float tot = simd_sum(sumf[row]);
@@ -4302,7 +4043,6 @@ void kernel_mul_mv_q6_K_f32_impl(
 
     float sumf = 0;
 
-#if QK_K == 256
     const int tid  = tiisg/2;
     const int ix   = tiisg%2;
     const int ip   = tid/8;         // 0 or 1
@@ -4338,30 +4078,6 @@ void kernel_mul_mv_q6_K_f32_impl(
 
     }
 
-#else
-    const int ix  = tiisg/4;
-    const int il  = 4*(tiisg%4);
-
-    for (int i = ix; i < nb; i += 8) {
-        device const float * y = yy + i * QK_K + il;
-        device const uint8_t * ql = x[i].ql + il;
-        device const uint8_t * qh = x[i].qh + il;
-        device const int8_t  * s  = x[i].scales;
-
-        const float d = x[i].d;
-
-        float4 sums = {0.f, 0.f, 0.f, 0.f};
-        for (int l = 0; l < 4; ++l) {
-            sums[0] += y[l+ 0] * ((int8_t)((ql[l+ 0] & 0xF) | ((qh[l] & kmask1) << 4)) - 32);
-            sums[1] += y[l+16] * ((int8_t)((ql[l+16] & 0xF) | ((qh[l] & kmask2) << 2)) - 32);
-            sums[2] += y[l+32] * ((int8_t)((ql[l+ 0] >>  4) | ((qh[l] & kmask3) >> 0)) - 32);
-            sums[3] += y[l+48] * ((int8_t)((ql[l+16] >>  4) | ((qh[l] & kmask4) >> 2)) - 32);
-        }
-        sumf += d * (sums[0] * s[0] + sums[1] * s[1] + sums[2] * s[2] + sums[3] * s[3]);
-    }
-
-#endif
-
     const float tot = simd_sum(sumf);
     if (tiisg == 0) {
         dst[r1*ne0 + im*ne0*ne1 + row] = tot;
@@ -5195,9 +4911,7 @@ void kernel_mul_mv_iq1_m_f32_impl(
 
     device const float * y4 = y + 32 * ix;
 
-#if QK_K != 64
     iq1m_scale_t scale;
-#endif
 
     for (int ib32 = ix; ib32 < nb32; ib32 += 32) {
 
@@ -5218,10 +4932,7 @@ void kernel_mul_mv_iq1_m_f32_impl(
         device const uint16_t * sc = (device const uint16_t *)xr->scales;
 
         for (int row = 0; row < N_DST; row++) {
-
-#if QK_K != 64
             scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
-#endif
 
             constant uint8_t * grid1 = (constant uint8_t *)(iq1s_grid_gpu + (qs[0] | ((qh[0] << 8) & 0x700)));
             constant uint8_t * grid2 = (constant uint8_t *)(iq1s_grid_gpu + (qs[1] | ((qh[0] << 4) & 0x700)));
@@ -5237,14 +4948,9 @@ void kernel_mul_mv_iq1_m_f32_impl(
             }
             const float delta1 = sumy[0] * (qh[0] & 0x08 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA) + sumy[1] * (qh[0] & 0x80 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA);
             const float delta2 = sumy[2] * (qh[1] & 0x08 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA) + sumy[3] * (qh[1] & 0x80 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA);
-#if QK_K == 64
-            const float d = (float) *((device const half *)(sc - 1));
-            sumf[row] += d * ((sum[0] + delta1) * (2*((sc[0] >> (8*(ib%2)+0)) & 0xf) + 1) +
-                              (sum[1] + delta2) * (2*((sc[0] >> (8*(ib%2)+4)) & 0xf) + 1));
-#else
+
             sumf[row] += (float)scale.f16 * ((sum[0] + delta1) * (2*((sc[ib/2] >> (6*(ib%2)+0)) & 7) + 1) +
                                              (sum[1] + delta2) * (2*((sc[ib/2] >> (6*(ib%2)+3)) & 7) + 1));
-#endif
 
             sc += nb*sizeof(block_iq1_m)/2;
             qs += nb*sizeof(block_iq1_m);
@@ -5356,7 +5062,6 @@ void kernel_mul_mv_iq4_nl_f32_impl(
     }
 }
 
-#if QK_K != 64
 void kernel_mul_mv_iq4_xs_f32_impl(
         device const  void * src0,
         device const float * src1,
@@ -5451,7 +5156,6 @@ void kernel_mul_mv_iq4_xs_f32_impl(
         }
     }
 }
-#endif
 
 [[host_name("kernel_mul_mv_iq1_s_f32")]]
 kernel void kernel_mul_mv_iq1_s_f32(
@@ -5564,11 +5268,7 @@ kernel void kernel_mul_mv_iq4_xs_f32(
         uint tiisg[[thread_index_in_simdgroup]],
         uint sgitg[[simdgroup_index_in_threadgroup]]) {
 
-#if QK_K == 64
-    kernel_mul_mv_iq4_nl_f32_impl(src0, src1, dst, ne00, ne01, ne02, ne10, ne12, ne0, ne1, r2, r3, shared_values, tgpig, tiisg, sgitg);
-#else
     kernel_mul_mv_iq4_xs_f32_impl(src0, src1, dst, ne00, ne01, ne02, ne10, ne12, ne0, ne1, r2, r3, shared_values, tgpig, tiisg, sgitg);
-#endif
 }
 
 //============================= templates and their specializations =============================
@@ -5694,10 +5394,9 @@ void dequantize_q2_K(device const block_q2_K *xb, short il, thread type4x4 & reg
     float dl, ml;
     uint8_t sc = xb->scales[il];
 
-#if QK_K == 256
     q = q + 32*(il/8) + 16*(il&1);
     il = (il/2)%4;
-#endif
+
     half  coef = il>1 ? (il>2 ? 1/64.h : 1/16.h) : (il>0 ? 1/4.h : 1.h);
     uchar mask = il>1 ? (il>2 ? 192    : 48)     : (il>0 ? 12    : 3);
     dl = d * (sc & 0xF) * coef, ml = min * (sc >> 4);
@@ -5713,7 +5412,6 @@ void dequantize_q3_K(device const block_q3_K *xb, short il, thread type4x4 & reg
     device const uint8_t * h = (device const uint8_t *)xb->hmask;
     device const int8_t * scales = (device const int8_t *)xb->scales;
 
-#if QK_K == 256
     q = q + 32 * (il/8) + 16 * (il&1);
     h = h + 16 * (il&1);
     uint8_t m = 1 << (il/2);
@@ -5734,17 +5432,6 @@ void dequantize_q3_K(device const block_q3_K *xb, short il, thread type4x4 & reg
     for (int i = 0; i < 16; ++i) {
         reg[i/4][i%4] = dl * (q[i] & mask) - (h[i] & m ? 0 : ml);
     }
-#else
-    float    kcoef = il&1 ? 1.f/16.f : 1.f;
-    uint16_t kmask = il&1 ? 0xF0     : 0x0F;
-    float    dl = d_all * ((scales[il/2] & kmask) * kcoef - 8);
-    float    coef = il>1 ? (il>2 ? 1/64.h : 1/16.h) : (il>0 ? 1/4.h : 1.h);
-    uint8_t  mask = il>1 ? (il>2 ? 192    : 48)     : (il>0 ? 12    : 3);
-    uint8_t  m = 1<<(il*2);
-    for (int i = 0; i < 16; ++i) {
-        reg[i/4][i%4] = coef * dl * ((q[i] & mask) - ((h[i%8] & (m * (1 + i/8))) ? 0 : 4.f/coef));
-    }
-#endif
 }
 
 static inline uchar2 get_scale_min_k4_just2(int j, int k, device const uchar * q) {
@@ -5756,7 +5443,6 @@ template <typename type4x4>
 void dequantize_q4_K(device const block_q4_K *xb, short il, thread type4x4 & reg) {
     device const uchar * q = xb->qs;
 
-#if QK_K == 256
     short is = (il/4) * 2;
     q = q + (il/4) * 32 + 16 * (il&1);
     il = il & 3;
@@ -5765,16 +5451,7 @@ void dequantize_q4_K(device const block_q4_K *xb, short il, thread type4x4 & reg
     const float min = xb->dmin;
     const float dl = d * sc[0];
     const float ml = min * sc[1];
-#else
-    (void) get_scale_min_k4_just2;
 
-    q = q + 16 * (il&1);
-    device const uint8_t * s = xb->scales;
-    device const half2 * dh = (device const half2 *)xb->d;
-    const float2 d = (float2)dh[0];
-    const float dl = il<2 ? d[0] * (s[0]&0xF) : d[0] * (s[1]&0xF)/16.h;
-    const float ml = il<2 ? d[1] * (s[0]>>4)  : d[1] * (s[1]>>4);
-#endif
     const ushort mask = il<2 ? 0x0F : 0xF0;
     for (int i = 0; i < 16; ++i) {
         reg[i/4][i%4] = dl * (q[i] & mask) - ml;
@@ -5786,7 +5463,6 @@ void dequantize_q5_K(device const block_q5_K *xb, short il, thread type4x4 & reg
     device const uint8_t * q  = xb->qs;
     device const uint8_t * qh = xb->qh;
 
-#if QK_K == 256
     short is = (il/4) * 2;
     q  = q + 32 * (il/4) + 16 * (il&1);
     qh = qh + 16 * (il&1);
@@ -5803,17 +5479,6 @@ void dequantize_q5_K(device const block_q5_K *xb, short il, thread type4x4 & reg
     for (int i = 0; i < 16; ++i) {
         reg[i/4][i%4] = dl * ((q[i] & mask) + (qh[i] & ul ? qh_val : 0)) - ml;
     }
-#else
-    q = q + 16 * (il&1);
-    device const int8_t * s = xb->scales;
-    const float dl = xb->d * s[il];
-    uint8_t m = 1<<(il*2);
-    const float  coef = il<2 ? 1.f  : 1.f/16.f;
-    const ushort mask = il<2 ? 0x0F : 0xF0;
-    for (int i = 0; i < 16; ++i) {
-        reg[i/4][i%4] = coef * dl * ((q[i] & mask) - (qh[i%8] & (m*(1+i/8)) ? 0.f : 16.f/coef));
-    }
-#endif
 }
 
 template <typename type4x4>
@@ -5823,15 +5488,11 @@ void dequantize_q6_K(device const block_q6_K *xb, short il, thread type4x4 & reg
     device const uint8_t * qh = (device const uint8_t *)xb->qh;
     device const int8_t * scales = (device const int8_t *)xb->scales;
 
-#if QK_K == 256
     ql = ql + 64*(il/8) + 32*((il/2)&1) + 16*(il&1);
     qh = qh + 32*(il/8) + 16*(il&1);
     float sc = scales[(il%2) + 2 * ((il/2))];
     il = (il/2) & 3;
-#else
-    ql = ql + 16 * (il&1);
-    float sc = scales[il];
-#endif
+
     const uint16_t  kmask1 = il>1 ? (il>2 ? 192 : 48) : (il>0 ? 12 : 3);
     const uint16_t  kmask2 = il>1 ? 0xF0              : 0x0F;
     const float       coef = il>1 ? 1.f/16.f          : 1.f;
@@ -5988,20 +5649,15 @@ void dequantize_iq1_m(device const block_iq1_m * xb, short il, thread type4x4 &
     const int ib32 = il/2;
     il = il%2;
     device const uint16_t * sc = (device const uint16_t *)xb->scales;
-#if QK_K == 64
-    const float d = xb->d;
-#else
+
     iq1m_scale_t scale;
     scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
     const float d = scale.f16;
-#endif
+
     device const uint8_t * qs = xb->qs + 4*ib32 + 2*il;
     device const uint8_t * qh = xb->qh + 2*ib32 + il;
-#if QK_K == 64
-    const float dl  = d * (2*((sc[ib32/2] >> (8*(ib32%2)+4*il)) & 0xf) + 1);
-#else
+
     const float dl  = d * (2*((sc[ib32/2] >> (6*(ib32%2)+3*il)) & 7) + 1);
-#endif
     const float ml1 = dl * (qh[0] & 0x08 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA);
     const float ml2 = dl * (qh[0] & 0x80 ? -1 - IQ1M_DELTA : -1 + IQ1M_DELTA);
     constant uint8_t * grid1 = (constant uint8_t *)(iq1s_grid_gpu + (qs[0] | ((qh[0] << 8) & 0x700)));
@@ -6031,9 +5687,6 @@ void dequantize_iq4_nl(device const block_iq4_nl * xb, short il, thread type4x4
 
 template <typename type4x4>
 void dequantize_iq4_xs(device const block_iq4_xs * xb, short il, thread type4x4 & reg) {
-#if QK_K == 64
-    dequantize_iq4_nl(xb, il, reg);
-#else
     // il is 0...15 for QK_K = 256 => index of block of 32 is il/2
     const int ib32 = il/2;
     il = il%2;
@@ -6050,7 +5703,6 @@ void dequantize_iq4_xs(device const block_iq4_xs * xb, short il, thread type4x4
         reg[i][2] = d * kvalues_iq4nl_f[q8[2]];
         reg[i][3] = d * kvalues_iq4nl_f[q8[3]];
     }
-#endif
 }
 
 template<typename block_q, short nl, void (*dequantize_func)(device const block_q *, short, thread float4x4 &)>
@@ -6555,11 +6207,7 @@ kernel void kernel_mul_mm_id(
         sgitg);
 }
 
-#if QK_K == 256
 #define QK_NL 16
-#else
-#define QK_NL 4
-#endif
 
 //
 // get rows
@@ -6599,11 +6247,7 @@ template [[host_name("kernel_get_rows_iq2_s")]]   kernel get_rows_t kernel_get_r
 template [[host_name("kernel_get_rows_iq1_s")]]   kernel get_rows_t kernel_get_rows<block_iq1_s,   QK_NL, dequantize_iq1_s>;
 template [[host_name("kernel_get_rows_iq1_m")]]   kernel get_rows_t kernel_get_rows<block_iq1_m,   QK_NL, dequantize_iq1_m>;
 template [[host_name("kernel_get_rows_iq4_nl")]]  kernel get_rows_t kernel_get_rows<block_iq4_nl,  2,     dequantize_iq4_nl>;
-#if QK_K == 64
-template [[host_name("kernel_get_rows_iq4_xs")]]  kernel get_rows_t kernel_get_rows<block_iq4_xs,  2,     dequantize_iq4_xs>;
-#else
 template [[host_name("kernel_get_rows_iq4_xs")]]  kernel get_rows_t kernel_get_rows<block_iq4_xs,  QK_NL, dequantize_iq4_xs>;
-#endif
 
 //
 // matrix-matrix multiplication
@@ -6631,11 +6275,7 @@ template [[host_name("kernel_mul_mm_iq2_s_f32")]]   kernel mat_mm_t kernel_mul_m
 template [[host_name("kernel_mul_mm_iq1_s_f32")]]   kernel mat_mm_t kernel_mul_mm<block_iq1_s,   QK_NL, dequantize_iq1_s>;
 template [[host_name("kernel_mul_mm_iq1_m_f32")]]   kernel mat_mm_t kernel_mul_mm<block_iq1_m,   QK_NL, dequantize_iq1_m>;
 template [[host_name("kernel_mul_mm_iq4_nl_f32")]]  kernel mat_mm_t kernel_mul_mm<block_iq4_nl,  2,     dequantize_iq4_nl>;
-#if QK_K == 64
-template [[host_name("kernel_mul_mm_iq4_xs_f32")]]  kernel mat_mm_t kernel_mul_mm<block_iq4_nl,  2,     dequantize_iq4_xs>;
-#else
 template [[host_name("kernel_mul_mm_iq4_xs_f32")]]  kernel mat_mm_t kernel_mul_mm<block_iq4_xs,  QK_NL, dequantize_iq4_xs>;
-#endif
 
 //
 // indirect matrix-matrix multiplication
@@ -6663,11 +6303,7 @@ template [[host_name("kernel_mul_mm_id_iq2_s_f32")]]   kernel mat_mm_id_t kernel
 template [[host_name("kernel_mul_mm_id_iq1_s_f32")]]   kernel mat_mm_id_t kernel_mul_mm_id<block_iq1_s,   QK_NL, dequantize_iq1_s>;
 template [[host_name("kernel_mul_mm_id_iq1_m_f32")]]   kernel mat_mm_id_t kernel_mul_mm_id<block_iq1_m,   QK_NL, dequantize_iq1_m>;
 template [[host_name("kernel_mul_mm_id_iq4_nl_f32")]]  kernel mat_mm_id_t kernel_mul_mm_id<block_iq4_nl,  2,     dequantize_iq4_nl>;
-#if QK_K == 64
-template [[host_name("kernel_mul_mm_id_iq4_xs_f32")]]  kernel mat_mm_id_t kernel_mul_mm_id<block_iq4_xs,  2,     dequantize_iq4_xs>;
-#else
 template [[host_name("kernel_mul_mm_id_iq4_xs_f32")]]  kernel mat_mm_id_t kernel_mul_mm_id<block_iq4_xs,  QK_NL, dequantize_iq4_xs>;
-#endif
 
 //
 // matrix-vector multiplication
@@ -6876,7 +6512,5 @@ template [[host_name("kernel_mul_mv_id_iq3_xxs_f32")]] kernel kernel_mul_mv_id_t
 template [[host_name("kernel_mul_mv_id_iq3_s_f32")]]   kernel kernel_mul_mv_id_t kernel_mul_mv_id<mmv_fn<kernel_mul_mv_iq3_s_f32_impl>>;
 template [[host_name("kernel_mul_mv_id_iq2_s_f32")]]   kernel kernel_mul_mv_id_t kernel_mul_mv_id<mmv_fn<kernel_mul_mv_iq2_s_f32_impl>>;
 template [[host_name("kernel_mul_mv_id_iq4_nl_f32")]]  kernel kernel_mul_mv_id_t kernel_mul_mv_id<mmv_fn<kernel_mul_mv_iq4_nl_f32_impl>>;
-#if QK_K != 64
 template [[host_name("kernel_mul_mv_id_iq4_xs_f32")]]  kernel kernel_mul_mv_id_t kernel_mul_mv_id<mmv_fn<kernel_mul_mv_iq4_xs_f32_impl>>;
-#endif
 
diff --git a/ggml-mpi.c b/ggml-mpi.c
deleted file mode 100644
index ae176d707..000000000
--- a/ggml-mpi.c
+++ /dev/null
@@ -1,216 +0,0 @@
-#include "ggml-mpi.h"
-
-#include "ggml.h"
-
-#include <mpi.h>
-
-#include <stdio.h>
-#include <stdlib.h>
-
-#define MIN(a, b) ((a) < (b) ? (a) : (b))
-
-#define UNUSED GGML_UNUSED
-
-struct ggml_mpi_context {
-    int rank;
-    int size;
-};
-
-void ggml_mpi_backend_init(void) {
-    MPI_Init(NULL, NULL);
-}
-
-void ggml_mpi_backend_free(void) {
-    MPI_Finalize();
-}
-
-struct ggml_mpi_context * ggml_mpi_init(void) {
-    struct ggml_mpi_context * ctx = calloc(1, sizeof(struct ggml_mpi_context));
-
-    MPI_Comm_rank(MPI_COMM_WORLD, &ctx->rank);
-    MPI_Comm_size(MPI_COMM_WORLD, &ctx->size);
-
-    return ctx;
-}
-
-void ggml_mpi_free(struct ggml_mpi_context * ctx) {
-    free(ctx);
-}
-
-int ggml_mpi_rank(struct ggml_mpi_context * ctx) {
-    return ctx->rank;
-}
-
-void ggml_mpi_eval_init(
-        struct ggml_mpi_context * ctx_mpi,
-                            int * n_tokens,
-                            int * n_past,
-                            int * n_threads) {
-    UNUSED(ctx_mpi);
-
-    // synchronize the worker node parameters with the root node
-    MPI_Barrier(MPI_COMM_WORLD);
-
-    MPI_Bcast(n_tokens,  1, MPI_INT, 0, MPI_COMM_WORLD);
-    MPI_Bcast(n_past,    1, MPI_INT, 0, MPI_COMM_WORLD);
-    MPI_Bcast(n_threads, 1, MPI_INT, 0, MPI_COMM_WORLD);
-}
-
-static int ggml_graph_get_node_idx(struct ggml_cgraph * gf, const char * name) {
-    struct ggml_tensor * t = ggml_graph_get_tensor(gf, name);
-    if (t == NULL) {
-        fprintf(stderr, "%s: tensor %s not found\n", __func__, name);
-        return -1;
-    }
-
-    for (int i = 0; i < gf->n_nodes; i++) {
-        if (gf->nodes[i] == t) {
-            return i;
-        }
-    }
-
-    fprintf(stderr, "%s: tensor %s not found in graph (should not happen)\n", __func__, name);
-    return -1;
-}
-
-static void ggml_mpi_tensor_send(struct ggml_tensor * t, int mpi_rank_dst) {
-    MPI_Datatype mpi_type;
-
-    switch (t->type) {
-        case GGML_TYPE_I32: mpi_type = MPI_INT32_T; break;
-        case GGML_TYPE_F32: mpi_type = MPI_FLOAT;   break;
-        default: GGML_ASSERT(false && "not implemented");
-    }
-
-    const int retval = MPI_Send(t->data, ggml_nelements(t), mpi_type, mpi_rank_dst, 0, MPI_COMM_WORLD);
-    GGML_ASSERT(retval == MPI_SUCCESS);
-}
-
-static void ggml_mpi_tensor_recv(struct ggml_tensor * t, int mpi_rank_src) {
-    MPI_Datatype mpi_type;
-
-    switch (t->type) {
-        case GGML_TYPE_I32: mpi_type = MPI_INT32_T; break;
-        case GGML_TYPE_F32: mpi_type = MPI_FLOAT;   break;
-        default: GGML_ASSERT(false && "not implemented");
-    }
-
-    MPI_Status status; UNUSED(status);
-
-    const int retval = MPI_Recv(t->data, ggml_nelements(t), mpi_type, mpi_rank_src, MPI_ANY_TAG, MPI_COMM_WORLD, &status);
-    GGML_ASSERT(retval == MPI_SUCCESS);
-}
-
-// TODO: there are many improvements that can be done to this implementation
-void ggml_mpi_graph_compute_pre(
-        struct ggml_mpi_context * ctx_mpi,
-             struct ggml_cgraph * gf,
-                            int   n_layers) {
-    const int mpi_rank = ctx_mpi->rank;
-    const int mpi_size = ctx_mpi->size;
-
-    struct ggml_tensor * inp_tokens = ggml_graph_get_tensor(gf, "inp_tokens");
-    if (inp_tokens == NULL) {
-        fprintf(stderr, "%s: tensor 'inp_tokens' not found\n", __func__);
-        return;
-    }
-
-    struct ggml_tensor * inp0 = ggml_graph_get_tensor(gf, "layer_inp_0");
-    if (inp0 == NULL) {
-        fprintf(stderr, "%s: tensor 'inp0' not found\n", __func__);
-        return;
-    }
-
-    GGML_ASSERT(inp0 == gf->nodes[0]);
-
-    // distribute the compute graph into slices across the MPI nodes
-    //
-    // the main node (0) processes the last layers + the remainder of the compute graph
-    // and is responsible to pass the input tokens to the first node (1)
-    //
-    // node 1:   [(  0) * n_per_node, (  1) * n_per_node)
-    // node 2:   [(  1) * n_per_node, (  2) * n_per_node)
-    // ...
-    // node n-1: [(n-2) * n_per_node, (n-1) * n_per_node)
-    // node 0:   [(n-1) * n_per_node,            n_nodes)
-    //
-    if (mpi_rank > 0) {
-        if (mpi_rank == 1) {
-            // the first node (1) receives the input tokens from the main node (0)
-            ggml_mpi_tensor_recv(inp_tokens, 0);
-        } else {
-            // recv input data for each node into the "inp0" tensor (i.e. the first node in the compute graph)
-            ggml_mpi_tensor_recv(inp0, mpi_rank - 1);
-        }
-    } else if (mpi_size > 1) {
-        // node 0 sends the input tokens to node 1
-        ggml_mpi_tensor_send(inp_tokens, 1);
-
-        // recv the output data from the last node
-        ggml_mpi_tensor_recv(inp0, mpi_size - 1);
-    }
-
-    {
-        const int n_per_node = (n_layers + (mpi_size - 1)) / mpi_size;
-
-        const int mpi_idx = mpi_rank > 0 ? mpi_rank - 1 : mpi_size - 1;
-
-        const int il0 =               (mpi_idx + 0) * n_per_node;
-        const int il1 = MIN(n_layers, (mpi_idx + 1) * n_per_node);
-
-        char name_l0[GGML_MAX_NAME];
-        char name_l1[GGML_MAX_NAME];
-
-        snprintf(name_l0, sizeof(name_l0), "layer_inp_%d", il0);
-        snprintf(name_l1, sizeof(name_l1), "layer_inp_%d", il1);
-
-        const int idx_l0 =                ggml_graph_get_node_idx(gf, name_l0);
-        const int idx_l1 = mpi_rank > 0 ? ggml_graph_get_node_idx(gf, name_l1) + 1 : gf->n_nodes;
-
-        if (idx_l0 < 0 || idx_l1 < 0) {
-            fprintf(stderr, "%s: layer input nodes not found\n", __func__);
-            return;
-        }
-
-        // attach the input data to all nodes that need it
-        // TODO: not great - should be able to do this without modifying the compute graph (see next TODO below)
-        for (int i = idx_l0; i < idx_l1; i++) {
-            if (gf->nodes[i]->src[0] == gf->nodes[idx_l0]) {
-                gf->nodes[i]->src[0] =  inp0;
-            }
-            if (gf->nodes[i]->src[1] == gf->nodes[idx_l0]) {
-                gf->nodes[i]->src[1] =  inp0;
-            }
-        }
-
-        // TODO: instead of rearranging the nodes, we should be able to execute a subset of the compute graph
-        for (int i = 1; i < idx_l1 - idx_l0; i++) {
-            gf->nodes[i] = gf->nodes[idx_l0 + i];
-            gf->grads[i] = gf->grads[idx_l0 + i];
-        }
-
-        // the first node performs the "get_rows" operation, the rest of the nodes get the data from the previous node
-        if (mpi_idx != 0) {
-            gf->nodes[0]->op = GGML_OP_NONE;
-        }
-
-        gf->n_nodes = idx_l1 - idx_l0;
-
-        //fprintf(stderr, "%s: node %d: processing %d nodes [%d, %d)\n", __func__, mpi_rank, gf->n_nodes, il0, il1);
-    }
-}
-
-void ggml_mpi_graph_compute_post(
-        struct ggml_mpi_context * ctx_mpi,
-             struct ggml_cgraph * gf,
-                            int   n_layers) {
-    UNUSED(n_layers);
-
-    const int mpi_rank = ctx_mpi->rank;
-    const int mpi_size = ctx_mpi->size;
-
-    // send the output data to the next node
-    if (mpi_rank > 0) {
-        ggml_mpi_tensor_send(gf->nodes[gf->n_nodes - 1], (mpi_rank + 1) % mpi_size);
-    }
-}
diff --git a/ggml-mpi.h b/ggml-mpi.h
deleted file mode 100644
index eda119d44..000000000
--- a/ggml-mpi.h
+++ /dev/null
@@ -1,39 +0,0 @@
-#pragma once
-
-struct ggml_context;
-struct ggml_tensor;
-struct ggml_cgraph;
-
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-struct ggml_mpi_context;
-
-void ggml_mpi_backend_init(void);
-void ggml_mpi_backend_free(void);
-
-struct ggml_mpi_context * ggml_mpi_init(void);
-void ggml_mpi_free(struct ggml_mpi_context * ctx);
-
-int ggml_mpi_rank(struct ggml_mpi_context * ctx);
-
-void ggml_mpi_eval_init(
-        struct ggml_mpi_context * ctx_mpi,
-                            int * n_tokens,
-                            int * n_past,
-                            int * n_threads);
-
-void ggml_mpi_graph_compute_pre(
-        struct ggml_mpi_context * ctx_mpi,
-             struct ggml_cgraph * gf,
-                            int   n_layers);
-
-void ggml_mpi_graph_compute_post(
-        struct ggml_mpi_context * ctx_mpi,
-             struct ggml_cgraph * gf,
-                            int   n_layers);
-
-#ifdef __cplusplus
-}
-#endif
diff --git a/ggml-opencl.cpp b/ggml-opencl.cpp
index b3f8b7eaf..e28566a7b 100644
--- a/ggml-opencl.cpp
+++ b/ggml-opencl.cpp
@@ -1835,7 +1835,10 @@ static void ggml_cl_mul_mat_q_f32(const ggml_tensor * src0, const ggml_tensor *
                     CL_CHECK(clEnqueueNDRangeKernel(queue, *to_fp32_cl, 1, &offset, &global, local > 0 ? &local : NULL, events.size(), !events.empty() ? events.data() : NULL, NULL));
                 }
 
-                for (int64_t i12 = i02 * r2, e12 = i12 + r2; i12 < e12; i12++) {
+                int64_t i12 = i02 * r2;
+                int64_t e12 = i12 + r2;
+                events.reserve(e12 - i12);
+                for (; i12 < e12; i12++) {
                     if (mul_mat_vec) { // specialized dequantize_mul_mat_vec kernel
                         // copy src1 to device
                         events.emplace_back();
@@ -2119,6 +2122,7 @@ static size_t ggml_backend_opencl_buffer_type_get_alignment(ggml_backend_buffer_
     if (alignment == (cl_uint)-1) {
         ggml_cl_init();
         clGetDeviceInfo(device, CL_DEVICE_MEM_BASE_ADDR_ALIGN, sizeof(cl_uint), &alignment, NULL);
+        alignment /= 8; // bits to bytes
     }
     return alignment;
 
diff --git a/ggml-quants.c b/ggml-quants.c
index 9883b6f8c..1128d66e2 100644
--- a/ggml-quants.c
+++ b/ggml-quants.c
@@ -14,6 +14,18 @@
 #include <stdlib.h> // for qsort
 #include <stdio.h>  // for GGML_ASSERT
 
+#define GROUP_MAX_EPS 1e-15f
+#define GROUP_MAX_EPS_IQ3_XXS 1e-8f
+#define GROUP_MAX_EPS_IQ2_S 1e-8f
+#define GROUP_MAX_EPS_IQ1_M 1e-7f
+#define GROUP_MAX_EPS_IQ1_S 1e-12f
+
+#if defined(_MSC_VER)
+// disable "possible loss of data" to avoid warnings for hundreds of casts
+// we should just be careful :)
+#pragma warning(disable: 4244 4267)
+#endif
+
 #define UNUSED GGML_UNUSED
 
 // some compilers don't provide _mm256_set_m128i, e.g. gcc 7
@@ -235,7 +247,7 @@ static inline float hsum_float_4x4(const __m128 a, const __m128 b, const __m128
 #endif // __AVX__ || __AVX2__ || __AVX512F__
 #endif // defined(__AVX__) || defined(__AVX2__) || defined(__AVX512F__) || defined(__SSSE3__)
 
-#if defined(__ARM_NEON) || defined(__wasm_simd128__)
+#if defined(__ARM_NEON) || defined(__wasm_simd128__) || defined(__POWER9_VECTOR__)
 #define B1(c,s,n)  0x ## n ## c ,  0x ## n ## s
 #define B2(c,s,n) B1(c,s,n ## c), B1(c,s,n ## s)
 #define B3(c,s,n) B2(c,s,n ## c), B2(c,s,n ## s)
@@ -250,6 +262,403 @@ static const uint64_t table_b2b_0[1 << 8] = { B8(00, 10) }; // ( b) << 4
 static const uint64_t table_b2b_1[1 << 8] = { B8(10, 00) }; // (!b) << 4
 #endif
 
+#if defined(__loongarch_asx)
+
+#ifdef __clang__
+#define VREGS_PREFIX "$vr"
+#define XREGS_PREFIX "$xr"
+#else // GCC
+#define VREGS_PREFIX "$f"
+#define XREGS_PREFIX "$f"
+#endif
+#define __ALL_REGS "0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31"
+// Convert __m128i to __m256i
+static inline __m256i ____m256i(__m128i in) {
+    __m256i out = __lasx_xvldi(0);
+    __asm__ volatile (
+        ".irp i," __ALL_REGS                "\n\t"
+        " .ifc %[out], " XREGS_PREFIX"\\i    \n\t"
+        "  .irp j," __ALL_REGS              "\n\t"
+        "   .ifc %[in], " VREGS_PREFIX "\\j  \n\t"
+        "    xvpermi.q $xr\\i, $xr\\j, 0x20  \n\t"
+        "   .endif                           \n\t"
+        "  .endr                             \n\t"
+        " .endif                             \n\t"
+        ".endr                               \n\t"
+        : [out] "+f" (out) : [in] "f" (in)
+    );
+    return out;
+}
+// Convert two __m128i to __m256i
+static inline __m256i lasx_set_q(__m128i inhi, __m128i inlo) {
+    __m256i out;
+    __asm__ volatile (
+        ".irp i," __ALL_REGS                "\n\t"
+        " .ifc %[hi], " VREGS_PREFIX "\\i    \n\t"
+        "  .irp j," __ALL_REGS              "\n\t"
+        "   .ifc %[lo], " VREGS_PREFIX "\\j  \n\t"
+        "    xvpermi.q $xr\\i, $xr\\j, 0x20  \n\t"
+        "   .endif                           \n\t"
+        "  .endr                             \n\t"
+        " .endif                             \n\t"
+        ".endr                               \n\t"
+        ".ifnc %[out], %[hi]                 \n\t"
+        ".irp i," __ALL_REGS                "\n\t"
+        " .ifc %[out], " XREGS_PREFIX "\\i   \n\t"
+        "  .irp j," __ALL_REGS              "\n\t"
+        "   .ifc %[hi], " VREGS_PREFIX "\\j  \n\t"
+        "    xvori.b $xr\\i, $xr\\j, 0       \n\t"
+        "   .endif                           \n\t"
+        "  .endr                             \n\t"
+        " .endif                             \n\t"
+        ".endr                               \n\t"
+        ".endif                              \n\t"
+        : [out] "=f" (out), [hi] "+f" (inhi)
+        : [lo] "f" (inlo)
+    );
+    return out;
+}
+// Convert __m256i low part to __m128i
+static inline __m128i lasx_extracti128_lo(__m256i in) {
+    __m128i out;
+    __asm__ volatile (
+        ".ifnc %[out], %[in]                 \n\t"
+        ".irp i," __ALL_REGS                "\n\t"
+        " .ifc %[out], " VREGS_PREFIX "\\i   \n\t"
+        "  .irp j," __ALL_REGS              "\n\t"
+        "   .ifc %[in], " XREGS_PREFIX "\\j  \n\t"
+        "    vori.b $vr\\i, $vr\\j, 0        \n\t"
+        "   .endif                           \n\t"
+        "  .endr                             \n\t"
+        " .endif                             \n\t"
+        ".endr                               \n\t"
+        ".endif                              \n\t"
+        : [out] "=f" (out) : [in] "f" (in)
+    );
+    return out;
+}
+// Convert __m256i high part to __m128i
+static inline __m128i lasx_extracti128_hi(__m256i in) {
+    __m128i out;
+    __asm__ volatile (
+        ".irp i," __ALL_REGS                "\n\t"
+        " .ifc %[out], " VREGS_PREFIX "\\i   \n\t"
+        "  .irp j," __ALL_REGS              "\n\t"
+        "   .ifc %[in], " XREGS_PREFIX "\\j  \n\t"
+        "    xvpermi.q $xr\\i, $xr\\j, 0x11  \n\t"
+        "   .endif                           \n\t"
+        "  .endr                             \n\t"
+        " .endif                             \n\t"
+        ".endr                               \n\t"
+        : [out] "=f" (out) : [in] "f" (in)
+    );
+    return out;
+}
+
+static __m256i lasx_set_w(int e7, int e6, int e5, int e4, int e3, int e2, int e1, int e0) {
+    v8i32 __ret = {e0, e1, e2, e3, e4, e5, e6, e7};
+    return (__m256i)__ret;
+}
+
+static __m128i lsx_set_w(int32_t a, int32_t b, int32_t c, int32_t d) {
+    v4i32 __ret = {d, c, b, a};
+    return (__m128i)__ret;
+}
+
+static __m256i lasx_set_d(int64_t a, int64_t b, int64_t c, int64_t d) {
+    v4i64 __ret = {d, c, b, a};
+    return (__m256i)__ret;
+}
+
+static __m256i lasx_insertf128( __m128i x, __m128i y) {
+    return lasx_set_q(x, y);
+}
+
+static __m128i lsx_shuffle_b(__m128i a, __m128i b) {
+    __m128i mask_f, zero, tmp0, tmp2, mask;
+    int f = 0x8f;
+    mask_f = __lsx_vreplgr2vr_b(f);
+    zero = __lsx_vldi(0);
+    tmp0 = __lsx_vand_v(b, mask_f); // get mask with low 4 bit and sign bits
+    tmp0 = __lsx_vori_b(tmp0, 0x10); // make each mask or  with 0x10 prepare for positive
+    mask = __lsx_vsle_b(zero, tmp0); // if mask >= 0, set mask
+    tmp2 = __lsx_vand_v(tmp0, mask); // maskout the in2 < ones
+    return __lsx_vshuf_b(a, zero, tmp2);
+}
+
+static __m256i lasx_shuffle_b(__m256i a, __m256i b) {
+    __m256i mask_f, zero, tmp0, tmp2, mask;
+    int f = 0x8f;
+    mask_f = __lasx_xvreplgr2vr_b(f);
+    zero = __lasx_xvldi(0);
+    tmp0 = __lasx_xvand_v(b, mask_f); // get mask with low 4 bit and sign bits
+    tmp0 = __lasx_xvori_b(tmp0, 0x10); // make each mask or  with 0x10 prepare for positive
+    mask = __lasx_xvsle_b(zero, tmp0); // if mask >= 0, set mask
+    tmp2 = __lasx_xvand_v(tmp0, mask); // maskout the in2 < ones
+    return __lasx_xvshuf_b(a, zero, tmp2);
+}
+
+static __m256i lasx_extu8_16(__m128i a) {
+    __m128i zero = __lsx_vldi(0);
+    __m128i vlo = __lsx_vilvl_b(zero, a);
+    __m128i vhi = __lsx_vilvh_b(zero, a);
+    return lasx_set_q(vhi, vlo);
+}
+
+static __m256i lasx_ext8_16(__m128i a) {
+     __m128i sign = __lsx_vslti_b(a, 0);
+     __m128i vlo = __lsx_vilvl_b(sign, a);
+     __m128i vhi = __lsx_vilvh_b(sign, a);
+     return lasx_set_q(vhi, vlo);
+}
+
+static __m256i lasx_ext16_32(__m128i a) {
+    __m256i tmp1;
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 0), 0);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 1), 1);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 2), 2);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 3), 3);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 4), 4);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 5), 5);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 6), 6);
+    tmp1 = __lasx_xvinsgr2vr_w(tmp1, __lsx_vpickve2gr_h(a, 7), 7);
+    return tmp1;
+}
+
+static __m128i lasx_extracti128( __m256i a, int pos) {
+    __m128i ret;
+    if( pos == 0)
+    {
+       ret = lasx_extracti128_lo(a);
+    } else {
+       ret = lasx_extracti128_hi(a);
+    }
+    return ret;
+}
+
+static __m128 lasx_extractf128( __m256 a, int pos) {
+    __m128 ret;
+    if( pos == 0)
+    {
+       ret = (__m128)lasx_extracti128_lo((__m256i)a);
+    } else {
+       ret = (__m128)lasx_extracti128_hi((__m256i)a);
+    }
+    return ret;
+}
+
+static __m128i lsx_hadd_h(__m128i a, __m128i b) {
+    __m128i tmp1 = __lsx_vpickev_h(b, a);
+    __m128i tmp2 = __lsx_vpickod_h(b, a);
+    return __lsx_vadd_h(tmp1, tmp2);
+}
+
+static __m128i lsx_hadd_w(__m128i a, __m128i b) {
+    __m128i tmp1 = __lsx_vpickev_w(b, a);
+    __m128i tmp2 = __lsx_vpickod_w(b, a);
+    return __lsx_vadd_w(tmp1, tmp2);
+}
+
+static __m128 lsx_hadd_s(__m128 a, __m128 b) {
+    __m128 tmp1 = (__m128)__lsx_vpickev_w((__m128i)b, (__m128i)a);
+    __m128 tmp2 = (__m128)__lsx_vpickod_w((__m128i)b, (__m128i)a);
+
+    return __lsx_vfadd_s(tmp1, tmp2);
+}
+
+static __m256i lasx_maddubs_h(__m256i a, __m256i b) {
+    __m256i tmp1, tmp2;
+    tmp1 = __lasx_xvmulwev_h_b(a, b);
+    tmp2 = __lasx_xvmulwod_h_b(a, b);
+    return __lasx_xvsadd_h(tmp1, tmp2);
+}
+
+static __m256i lasx_madd_h(__m256i a, __m256i b) {
+    __m256i tmp1, tmp2;
+    tmp1 = __lasx_xvmulwev_w_h(a, b);
+    tmp2 = __lasx_xvmulwod_w_h(a, b);
+    return __lasx_xvadd_w(tmp1, tmp2);
+}
+
+static __m256i lasx_packs_w(__m256i a, __m256i b) {
+    __m256i tmp, tmp1;
+    tmp = __lasx_xvsat_w(a, 15);
+    tmp1 = __lasx_xvsat_w(b, 15);
+    return __lasx_xvpickev_h(tmp1, tmp);
+}
+
+static __m256i lasx_packs_h(__m256i a, __m256i b) {
+    __m256i tmp, tmp1;
+    tmp = __lasx_xvsat_h(a, 7);
+    tmp1 = __lasx_xvsat_h(b, 7);
+    return __lasx_xvpickev_b(tmp1, tmp);
+}
+
+static __m128i lsx_packs_w(__m128i a, __m128i b) {
+    __m128i tmp, tmp1;
+    tmp = __lsx_vsat_w(a, 15);
+    tmp1 = __lsx_vsat_w(b, 15);
+    return __lsx_vpickev_h(tmp1, tmp);
+}
+
+static __m128i lsx_packs_h(__m128i a, __m128i b) {
+    __m128i tmp, tmp1;
+    tmp = __lsx_vsat_h(a, 7);
+    tmp1 = __lsx_vsat_h(b, 7);
+    return __lsx_vpickev_b(tmp1, tmp);
+}
+
+static __m128i lsx_packus_h(__m128i a, __m128i b) {
+    __m128i tmp, tmp1;
+    tmp = __lsx_vsat_hu(a, 7);
+    tmp1 = __lsx_vsat_hu(b, 7);
+    return __lsx_vpickev_b(tmp1, tmp);
+}
+
+
+static __m128i lsx_maddubs_h(__m128i a, __m128i b) {
+    __m128i tmp1, tmp2;
+    tmp1 = __lsx_vmulwev_h_b(a, b);
+    tmp2 = __lsx_vmulwod_h_b(a, b);
+    return __lsx_vsadd_h(tmp1, tmp2);
+}
+
+static __m128i lsx_madd_h(__m128i a, __m128i b) {
+    __m128i tmp1, tmp2;
+    tmp1 = __lsx_vmulwev_w_h(a, b);
+    tmp2 = __lsx_vmulwod_w_h(a, b);
+    return __lsx_vadd_w(tmp1, tmp2);
+}
+
+// multiply int8_t, add results pairwise twice
+static inline __m128i mul_sum_i8_pairs(const __m128i x, const __m128i y) {
+    // Get absolute values of x vectors
+    const __m128i ax = __lsx_vsigncov_b(x, x);
+    // Sign the values of the y vectors
+    const __m128i sy = __lsx_vsigncov_b(x, y);
+    // Perform multiplication and create 16-bit values
+    const __m128i dot = lsx_maddubs_h(ax, sy);
+    const __m128i ones = __lsx_vreplgr2vr_h(1);
+    return lsx_madd_h(ones, dot);
+}
+
+// horizontally add 8 floats
+static inline float hsum_float_8(const __m256 x) {
+    __m128 res = lasx_extractf128(x, 1);
+    ft_union tmp;
+    res = __lsx_vfadd_s(res, lasx_extractf128(x, 0));
+    res = __lsx_vfadd_s(res, (__m128)__lsx_vpickod_d((__m128i)res, (__m128i)res));
+    res = __lsx_vfadd_s(res, (__m128)__lsx_vinsgr2vr_w(__lsx_vldi(0), __lsx_vpickve2gr_w(res, 1), 0));
+    tmp.i = __lsx_vpickve2gr_w(res, 0);
+    return tmp.f;
+}
+
+// horizontally add 8 int32_t
+static inline int hsum_i32_8(const __m256i a) {
+
+    __m256i tmp1 = __lasx_xvpermi_q(a, a, 0x11);
+    __m256i tmp2 = __lasx_xvpermi_q(a, a, 0x00);
+
+    __m128i  tmp1_128 = lasx_extracti128_lo(tmp1);
+    __m128i  tmp2_128 = lasx_extracti128_lo(tmp2);
+
+    __m128i sum128 = __lsx_vadd_w(tmp1_128, tmp2_128);
+
+    __m128i ev = __lsx_vpickev_w(sum128, sum128);
+    __m128i od = __lsx_vpickod_w(sum128, sum128);
+    __m128i sum64 = __lsx_vadd_w(ev, od);
+
+    int sum64_1, sum64_2;
+    sum64_1 = __lsx_vpickve2gr_w(sum64, 0);
+    sum64_2 = __lsx_vpickve2gr_w(sum64, 1);
+
+    return  sum64_1 + sum64_2;
+}
+
+// horizontally add 4 int32_t
+static inline int hsum_i32_4(const __m128i a) {
+    __m128i ev = __lsx_vpickev_w(a, a);
+    __m128i od = __lsx_vpickod_w(a, a);
+    __m128i sum64 = __lsx_vadd_w(ev, od);
+
+    int sum64_1, sum64_2;
+    sum64_1 = __lsx_vpickve2gr_w(sum64, 0);
+    sum64_2 = __lsx_vpickve2gr_w(sum64, 1);
+
+    return  sum64_1 + sum64_2;
+}
+
+// spread 32 bits to 32 bytes { 0x00, 0xFF }
+static inline __m256i bytes_from_bits_32(const uint8_t * x) {
+
+    uint32_t x32;
+    memcpy(&x32, x, sizeof(uint32_t));
+    const __m256i shuf_mask = lasx_set_d(
+            0x0303030303030303, 0x0202020202020202,
+            0x0101010101010101, 0x0000000000000000);
+
+    __m256i bytes = lasx_shuffle_b(__lasx_xvreplgr2vr_w(x32), shuf_mask);
+    const __m256i bit_mask = __lasx_xvreplgr2vr_d(0x7fbfdfeff7fbfdfe);
+    bytes = __lasx_xvor_v(bytes, bit_mask);
+    return __lasx_xvseq_b(bytes, __lasx_xvreplgr2vr_d(-1));
+}
+
+// Unpack 32 4-bit fields into 32 bytes
+// The output vector contains 32 bytes, each one in [ 0 .. 15 ] interval
+static inline __m256i bytes_from_nibbles_32(const uint8_t * rsi) {
+    const __m128i lo = __lsx_vld((const __m128i *)rsi, 0);
+    __m128i hi = __lsx_vsrli_h(lo, 4);
+    return __lasx_xvandi_b(lasx_insertf128(hi, lo), 0xf);
+}
+
+// add int16_t pairwise and return as float vector
+static inline __m256 sum_i16_pairs_float(const __m256i x) {
+    __m256i v = __lasx_xvpackod_h(x, x);
+    __m256i summed_pairs = __lasx_xvaddwev_w_h(x, v);
+    return __lasx_xvffint_s_w(summed_pairs);
+}
+
+static inline __m256 mul_sum_us8_pairs_float(const __m256i ax, const __m256i sy) {
+    // Perform multiplication and create 16-bit values
+    const __m256i dot = lasx_maddubs_h(ax, sy);
+    return sum_i16_pairs_float(dot);
+}
+
+// multiply int8_t, add results pairwise twice and return as float vector
+static inline __m256 mul_sum_i8_pairs_float(const __m256i x, const __m256i y) {
+
+    // Get absolute values of x vectors
+    const __m256i ax = __lasx_xvsigncov_b(x, x);
+    // Sign the values of the y vectors
+    const __m256i sy = __lasx_xvsigncov_b(x, y);
+
+    return mul_sum_us8_pairs_float(ax, sy);
+}
+
+static inline __m128i packNibbles( __m256i bytes ) {
+    // Move bits within 16-bit lanes from 0000_abcd_0000_efgh into 0000_0000_abcd_efgh
+    const __m256i lowByte = __lasx_xvreplgr2vr_h(0xFF);
+     __m256i high = __lasx_xvandn_v(lowByte, bytes);
+    __m256i low = __lasx_xvand_v(lowByte, bytes);
+    high = __lasx_xvsrli_h(high, 4);
+    bytes = __lasx_xvor_v(low, high);
+    // Compress uint16_t lanes into bytes
+    __m128i *r0 = (__m128i *)&bytes;
+    __m256i tmp_h128 = __lasx_xvpermi_q(bytes, bytes, 0x11);
+    __m128i *r1 = (__m128i *)&tmp_h128;
+
+    __m128i zero = __lsx_vldi(0);
+    __m128i tmp, tmp2, tmp3;
+
+    tmp = __lsx_vmax_h(zero, *r0);
+    tmp2 = __lsx_vsat_hu(tmp, 7);
+
+    tmp = __lsx_vmax_h(zero, *r1);
+    tmp3 = __lsx_vsat_hu(tmp, 7);
+    return  __lsx_vpickev_b(tmp3, tmp2);
+}
+#endif  //__loongarch_asx
+
 // reference implementation for deterministic creation of model files
 void quantize_row_q4_0_reference(const float * restrict x, block_q4_0 * restrict y, int64_t k) {
     static const int qk = QK4_0;
@@ -637,6 +1046,102 @@ void quantize_row_q8_0(const float * restrict x, void * restrict vy, int64_t k)
         // store result
         __riscv_vse8_v_i8m1(y[i].qs , vs, vl);
     }
+
+#elif defined(__POWER9_VECTOR__)
+    for (int i = 0; i < nb; i++) {
+        vector float srcv [8];
+        vector float asrcv[8];
+        vector float amaxv[8];
+        vector signed int vi[8];
+
+        for (int j = 0; j < 8; j++) srcv[j]  = vec_xl(0, x + i*32 + 4*j);
+        for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]);
+
+        for (int j = 0; j < 4; j++) amaxv[2*j] = vec_max(asrcv[2*j], asrcv[2*j+1]);
+        for (int j = 0; j < 2; j++) amaxv[4*j] = vec_max(amaxv[4*j], amaxv[4*j+2]);
+        for (int j = 0; j < 1; j++) amaxv[8*j] = vec_max(amaxv[8*j], amaxv[8*j+4]);
+
+        const float amax = MAX(MAX(vec_extract(amaxv[0], 0),
+                                   vec_extract(amaxv[0], 1)),
+                               MAX(vec_extract(amaxv[0], 2),
+                                   vec_extract(amaxv[0], 3)));
+
+        const float d = amax / ((1 << 7) - 1);
+        const float id = d ? 1.0f/d : 0.0f;
+        const vector float vid = vec_splats(id);
+
+        y[i].d = GGML_FP32_TO_FP16(d);
+
+        for (int j = 0; j < 8; j++) {
+            const vector float v  = vec_round(vec_mul(srcv[j], vid));
+            vi[j] = vec_cts(v, 0);
+        }
+        vec_xst(vec_pack(vec_pack(vi[0], vi[1]), vec_pack(vi[2], vi[3])),  0, &y[i].qs[0]);
+        vec_xst(vec_pack(vec_pack(vi[4], vi[5]), vec_pack(vi[6], vi[7])), 16, &y[i].qs[0]);
+
+#elif defined(__loongarch_asx)
+    for (int i = 0; i < nb; i++) {
+        ft_union fi;
+        __m256 v0 = (__m256)__lasx_xvld( x , 0);
+        __m256 v1 = (__m256)__lasx_xvld( x , 32);
+        __m256 v2 = (__m256)__lasx_xvld( x , 64);
+        __m256 v3 = (__m256)__lasx_xvld( x , 96);
+        x += 32;
+
+        // Compute max(abs(e)) for the block
+        const __m256 sign_bit = __lasx_xvreplfr2vr_s( -0.0f );
+        __m256 max_abs = (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v0 );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v1 ) );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v2 ) );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v3 ) );
+
+        __m128 max4 = __lsx_vfmax_s( lasx_extractf128( max_abs, 1 ), lasx_extractf128( max_abs , 0) );
+        max4 = __lsx_vfmax_s( max4, (__m128)__lsx_vpickod_d((__m128i) max4, (__m128i)max4 ) );
+        __m128 tmp = max4;
+        max4 = __lsx_vfmax_s( max4, (__m128)__lsx_vinsgr2vr_w(tmp, __lsx_vpickve2gr_w( max4, 1 ), 0 ));
+        fi.i = __lsx_vpickve2gr_w( (__m128i)max4, 0 );
+        const float max_scalar = fi.f;
+
+        // Quantize these floats
+        const float d = max_scalar / 127.f;
+        y[i].d = GGML_FP32_TO_FP16(d);
+        const float id = ( max_scalar != 0.0f ) ? 127.f / max_scalar : 0.0f;
+        const __m256 mul = (__m256)__lasx_xvreplfr2vr_s( id );
+
+        // Apply the multiplier
+        v0 = __lasx_xvfmul_s( v0, mul );
+        v1 = __lasx_xvfmul_s( v1, mul );
+        v2 = __lasx_xvfmul_s( v2, mul );
+        v3 = __lasx_xvfmul_s( v3, mul );
+
+        // Round to nearest integer
+        __m256i i0 = __lasx_xvftintrne_w_s( v0 );
+        __m256i i1 = __lasx_xvftintrne_w_s( v1 );
+        __m256i i2 = __lasx_xvftintrne_w_s( v2 );
+        __m256i i3 = __lasx_xvftintrne_w_s( v3 );
+
+        __m128i ni0 = lasx_extracti128( i0, 0 );
+        __m128i ni1 = lasx_extracti128( i0, 1);
+        __m128i ni2 = lasx_extracti128( i1, 0);
+        __m128i ni3 = lasx_extracti128( i1, 1);
+        __m128i ni4 = lasx_extracti128( i2, 0);
+        __m128i ni5 = lasx_extracti128( i2, 1);
+        __m128i ni6 = lasx_extracti128( i3, 0);
+        __m128i ni7 = lasx_extracti128( i3, 1);
+
+        // Convert int32 to int16
+        ni0 = lsx_packs_w( ni0, ni1 );
+        ni2 = lsx_packs_w( ni2, ni3 );
+        ni4 = lsx_packs_w( ni4, ni5 );
+        ni6 = lsx_packs_w( ni6, ni7 );
+        // Convert int16 to int8
+        ni0 = lsx_packs_h( ni0, ni2 );
+        ni4 = lsx_packs_h( ni4, ni6 );
+
+        __lsx_vst(ni0, (__m128i *)(y[i].qs +  0), 0);
+        __lsx_vst(ni4, (__m128i *)(y[i].qs + 16), 0);
+
+    }
 #else
     GGML_UNUSED(nb);
     // scalar
@@ -784,12 +1289,12 @@ void quantize_row_q8_1(const float * restrict x, void * restrict vy, int64_t k)
         __m128 max4 = _mm_max_ps( _mm256_extractf128_ps( maxAbs, 1 ), _mm256_castps256_ps128( maxAbs ) );
         max4 = _mm_max_ps( max4, _mm_movehl_ps( max4, max4 ) );
         max4 = _mm_max_ss( max4, _mm_movehdup_ps( max4 ) );
-        const float maxScalar = _mm_cvtss_f32( max4 );
+        const float max_scalar = _mm_cvtss_f32( max4 );
 
         // Quantize these floats
-        const float d = maxScalar / 127.f;
+        const float d = max_scalar / 127.f;
         y[i].d = GGML_FP32_TO_FP16(d);
-        const float id = ( maxScalar != 0.0f ) ? 127.f / maxScalar : 0.0f;
+        const float id = ( max_scalar != 0.0f ) ? 127.f / max_scalar : 0.0f;
         const __m256 mul = _mm256_set1_ps( id );
 
         // Apply the multiplier
@@ -892,6 +1397,114 @@ void quantize_row_q8_1(const float * restrict x, void * restrict vy, int64_t k)
         int sum = __riscv_vmv_x_s_i16m1_i16(vwrs);
         y[i].s = GGML_FP32_TO_FP16(sum*d);
     }
+
+#elif defined(__POWER9_VECTOR__)
+    for (int i = 0; i < nb; i++) {
+        vector float srcv [8];
+        vector float asrcv[8];
+        vector float amaxv[8];
+        vector signed int vi[8];
+
+        for (int j = 0; j < 8; j++) srcv[j]  = vec_xl(0, x + i*32 + 4*j);
+        for (int j = 0; j < 8; j++) asrcv[j] = vec_abs(srcv[j]);
+
+        for (int j = 0; j < 4; j++) amaxv[2*j] = vec_max(asrcv[2*j], asrcv[2*j+1]);
+        for (int j = 0; j < 2; j++) amaxv[4*j] = vec_max(amaxv[4*j], amaxv[4*j+2]);
+        for (int j = 0; j < 1; j++) amaxv[8*j] = vec_max(amaxv[8*j], amaxv[8*j+4]);
+
+        const float amax = MAX(MAX(vec_extract(amaxv[0], 0),
+                                   vec_extract(amaxv[0], 1)),
+                               MAX(vec_extract(amaxv[0], 2),
+                                   vec_extract(amaxv[0], 3)));
+
+        const float d = amax / ((1 << 7) - 1);
+        const float id = d ? 1.0f/d : 0.0f;
+        const vector float vid = vec_splats(id);
+
+        y[i].d = GGML_FP32_TO_FP16(d);
+
+        vector int accv = vec_splats(0);
+
+        for (int j = 0; j < 8; j++) {
+            const vector float v  = vec_round(vec_mul(srcv[j], vid));
+            vi[j] = vec_cts(v, 0);
+
+            accv = vec_add(accv, vi[j]);
+        }
+        vec_xst(vec_pack(vec_pack(vi[0], vi[1]), vec_pack(vi[2], vi[3])),  0, &y[i].qs[0]);
+        vec_xst(vec_pack(vec_pack(vi[4], vi[5]), vec_pack(vi[6], vi[7])), 16, &y[i].qs[0]);
+
+        accv = vec_add(accv, vec_sld(accv, accv, 4));
+        accv = vec_add(accv, vec_sld(accv, accv, 8));
+        y[i].s = GGML_FP32_TO_FP16(d * vec_extract(accv, 0));
+
+#elif defined(__loongarch_asx)
+    for (int i = 0; i < nb; i++) {
+        ft_union ft;
+        __m256 v0 = (__m256)__lasx_xvld( x , 0 );
+        __m256 v1 = (__m256)__lasx_xvld( x , 32 );
+        __m256 v2 = (__m256)__lasx_xvld( x , 64 );
+        __m256 v3 = (__m256)__lasx_xvld( x , 96 );
+        x += 32;
+
+        // Compute max(abs(e)) for the block
+        const __m256 sign_bit = __lasx_xvreplfr2vr_s( -0.0f );
+        __m256 max_abs = (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v0 );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v1 ) );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v2 ) );
+        max_abs = __lasx_xvfmax_s( max_abs, (__m256)__lasx_xvandn_v( (__m256i)sign_bit, (__m256i)v3 ) );
+
+        __m128 max4 = __lsx_vfmax_s( lasx_extractf128( max_abs, 1 ), lasx_extractf128( max_abs, 0) );
+        max4 = __lsx_vfmax_s( max4, (__m128)__lsx_vpickod_d((__m128i) max4, (__m128i)max4 ) );
+        __m128 tmp = max4;
+        max4 = __lsx_vfmax_s( max4, (__m128)__lsx_vextrins_w((__m128i)tmp, (__m128i)max4, 0x10 ));
+        ft.i = __lsx_vpickve2gr_w( (__m128i)max4, 0 );
+        const float max_scalar = ft.f;
+
+        // Quantize these floats
+        const float d = max_scalar / 127.f;
+        y[i].d = GGML_FP32_TO_FP16(d);
+        const float id = ( max_scalar != 0.0f ) ? 127.f / max_scalar : 0.0f;
+        const __m256 mul = __lasx_xvreplfr2vr_s( id );
+
+        // Apply the multiplier
+        v0 = __lasx_xvfmul_s( v0, mul );
+        v1 = __lasx_xvfmul_s( v1, mul );
+        v2 = __lasx_xvfmul_s( v2, mul );
+        v3 = __lasx_xvfmul_s( v3, mul );
+
+        // Round to nearest integer
+        __m256i i0 = __lasx_xvftintrne_w_s( v0 );
+        __m256i i1 = __lasx_xvftintrne_w_s( v1 );
+        __m256i i2 = __lasx_xvftintrne_w_s( v2 );
+        __m256i i3 = __lasx_xvftintrne_w_s( v3 );
+
+        __m128i ni0 = lasx_extracti128(i0, 0);
+        __m128i ni1 = lasx_extracti128( i0, 1);
+        __m128i ni2 = lasx_extracti128( i1, 0);
+        __m128i ni3 = lasx_extracti128( i1, 1);
+        __m128i ni4 = lasx_extracti128( i2, 0 );
+        __m128i ni5 = lasx_extracti128( i2, 1);
+        __m128i ni6 = lasx_extracti128( i3, 0);
+        __m128i ni7 = lasx_extracti128( i3, 1);
+
+        // Compute the sum of the quants and set y[i].s
+        const __m128i s0 = __lsx_vadd_w(__lsx_vadd_w(ni0, ni1), __lsx_vadd_w(ni2, ni3));
+        const __m128i s1 = __lsx_vadd_w(__lsx_vadd_w(ni4, ni5), __lsx_vadd_w(ni6, ni7));
+        y[i].s = GGML_FP32_TO_FP16(d * hsum_i32_4(__lsx_vadd_w(s0, s1)));
+
+        // Convert int32 to int16
+        ni0 = lsx_packs_w( ni0, ni1 );
+        ni2 = lsx_packs_w( ni2, ni3 );
+        ni4 = lsx_packs_w( ni4, ni5 );
+        ni6 = lsx_packs_w( ni6, ni7 );
+        // Convert int16 to int8
+        ni0 = lsx_packs_h( ni0, ni2 );
+        ni4 = lsx_packs_h( ni4, ni6 );
+
+        __lsx_vst(ni0, (__m128i *)(y[i].qs +  0), 0);
+        __lsx_vst(ni4, (__m128i *)(y[i].qs + 16), 0);
+    }
 #else
     GGML_UNUSED(nb);
     // scalar
@@ -1031,7 +1644,7 @@ static float make_qx_quants(int n, int nmax, const float * restrict x, int8_t *
         float ax = fabsf(x[i]);
         if (ax > amax) { amax = ax; max = x[i]; }
     }
-    if (amax < 1e-30f) { // all zero
+    if (amax < GROUP_MAX_EPS) { // all zero
         for (int i = 0; i < n; ++i) {
             L[i] = 0;
         }
@@ -1065,7 +1678,7 @@ static float make_qx_quants(int n, int nmax, const float * restrict x, int8_t *
         sumlx += w*x[i]*l;
         suml2 += w*l*l;
     }
-    float scale = sumlx/suml2;
+    float scale = suml2 ? sumlx/suml2 : 0.0f;
     if (return_early) return suml2 > 0 ? 0.5f*(scale + 1/iscale) : 1/iscale;
     float best = scale * sumlx;
     for (int is = -9; is <= 9; ++is) {
@@ -1099,7 +1712,7 @@ static float make_q3_quants(int n, int nmax, const float * restrict x, int8_t *
         float ax = fabsf(x[i]);
         if (ax > amax) { amax = ax; max = x[i]; }
     }
-    if (!amax) { // all zero
+    if (amax < GROUP_MAX_EPS) { // all zero
         for (int i = 0; i < n; ++i) { L[i] = 0; }
         return 0.f;
     }
@@ -1275,7 +1888,6 @@ static float make_qkx2_quants(int n, int nmax, const float * restrict x, const f
     return scale;
 }
 
-#if QK_K == 256
 static inline void get_scale_min_k4(int j, const uint8_t * restrict q, uint8_t * restrict d, uint8_t * restrict m) {
     if (j < 4) {
         *d = q[j] & 63; *m = q[j + 4] & 63;
@@ -1284,7 +1896,6 @@ static inline void get_scale_min_k4(int j, const uint8_t * restrict q, uint8_t *
         *m = (q[j+4] >>  4) | ((q[j-0] >> 6) << 4);
     }
 }
-#endif
 
 //========================- 2-bit (de)-quantization
 
@@ -1348,20 +1959,13 @@ void quantize_row_q2_K_reference(const float * restrict x, block_q2_K * restrict
             }
         }
 
-#if QK_K == 256
         for (int j = 0; j < QK_K; j += 128) {
             for (int l = 0; l < 32; ++l) {
                 y[i].qs[j/4 + l] = L[j + l] | (L[j + l + 32] << 2) | (L[j + l + 64] << 4) | (L[j + l + 96] << 6);
             }
         }
-#else
-        for (int l = 0; l < 16; ++l) {
-            y[i].qs[l] = L[l] | (L[l + 16] << 2) | (L[l + 32] << 4) | (L[l + 48] << 6);
-        }
-#endif
 
         x += QK_K;
-
     }
 }
 
@@ -1376,7 +1980,6 @@ void dequantize_row_q2_K(const block_q2_K * restrict x, float * restrict y, int6
 
         const uint8_t * q = x[i].qs;
 
-#if QK_K == 256
         int is = 0;
         float dl, ml;
         for (int n = 0; n < QK_K; n += 128) {
@@ -1395,19 +1998,6 @@ void dequantize_row_q2_K(const block_q2_K * restrict x, float * restrict y, int6
             }
             q += 32;
         }
-#else
-        float dl1 = d * (x[i].scales[0] & 0xF), ml1 = min * (x[i].scales[0] >> 4);
-        float dl2 = d * (x[i].scales[1] & 0xF), ml2 = min * (x[i].scales[1] >> 4);
-        float dl3 = d * (x[i].scales[2] & 0xF), ml3 = min * (x[i].scales[2] >> 4);
-        float dl4 = d * (x[i].scales[3] & 0xF), ml4 = min * (x[i].scales[3] >> 4);
-        for (int l = 0; l < 16; ++l) {
-            y[l+ 0] = dl1 * ((int8_t)((q[l] >> 0) & 3)) - ml1;
-            y[l+16] = dl2 * ((int8_t)((q[l] >> 2) & 3)) - ml2;
-            y[l+32] = dl3 * ((int8_t)((q[l] >> 4) & 3)) - ml3;
-            y[l+48] = dl4 * ((int8_t)((q[l] >> 6) & 3)) - ml4;
-        }
-        y += QK_K;
-#endif
     }
 }
 
@@ -1568,7 +2158,7 @@ static float make_qp_quants(int n, int nmax, const float * restrict x, uint8_t *
             break;
         }
     }
-    return sumlx / suml2;
+    return sumlx/suml2;
 }
 
 static void quantize_row_q2_K_impl(const float * restrict x, block_q2_K * restrict y, int k, const float * restrict quant_weights) {
@@ -1598,36 +2188,9 @@ static void quantize_row_q2_K_impl(const float * restrict x, block_q2_K * restri
         }
 
         float dm, mm;
-#if QK_K == 64
-        float max_scale = 0, max_min = 0;
-        for (int j = 0; j < QK_K/16; ++j) {
-            max_scale = MAX(max_scale, scales[j]);
-            max_min   = MAX(max_min,   mins[j]);
-        }
-        dm = max_scale/15;
-        mm = max_min/15;
-        if (max_scale) {
-            float id = 1/dm;
-            for (int j = 0; j < QK_K/16; ++j) {
-                int l = nearest_int(id*scales[j]);
-                Ls[j] = MAX(0, MIN(15, l));
-            }
-        } else {
-            memset(Ls, 0, QK_K/16);
-        }
-        if (max_min) {
-            float id = 1/mm;
-            for (int j = 0; j < QK_K/16; ++j) {
-                int l = nearest_int(id*mins[j]);
-                Lm[j] = MAX(0, MIN(15, l));
-            }
-        } else {
-            memset(Lm, 0, QK_K/16);
-        }
-#else
         dm  = make_qp_quants(QK_K/16, 15, scales, Ls, sw);
         mm  = make_qp_quants(QK_K/16, 15, mins,   Lm, sw);
-#endif
+
         y[i].d    = GGML_FP32_TO_FP16(dm);
         y[i].dmin = GGML_FP32_TO_FP16(mm);
         dm        = GGML_FP16_TO_FP32(y[i].d);
@@ -1650,20 +2213,13 @@ static void quantize_row_q2_K_impl(const float * restrict x, block_q2_K * restri
             }
         }
 
-#if QK_K == 256
         for (int j = 0; j < QK_K; j += 128) {
             for (int l = 0; l < 32; ++l) {
                 y[i].qs[j/4 + l] = L[j + l] | (L[j + l + 32] << 2) | (L[j + l + 64] << 4) | (L[j + l + 96] << 6);
             }
         }
-#else
-        for (int l = 0; l < 16; ++l) {
-            y[i].qs[l] = L[l] | (L[l + 16] << 2) | (L[l + 32] << 4) | (L[l + 48] << 6);
-        }
-#endif
 
         x += QK_K;
-
     }
 }
 
@@ -1704,7 +2260,6 @@ void quantize_row_q3_K_reference(const float * restrict x, block_q3_K * restrict
             }
         }
 
-#if QK_K == 256
         memset(y[i].scales, 0, 12);
         if (max_scale) {
             float iscale = -32.f/max_scale;
@@ -1738,36 +2293,6 @@ void quantize_row_q3_K_reference(const float * restrict x, block_q3_K * restrict
                 L[16*j + ii] = l + 4;
             }
         }
-#else
-        if (max_scale) {
-            float iscale = -8.f/max_scale;
-            for (int j = 0; j < QK_K/16; j+=2) {
-                int l1 = nearest_int(iscale*scales[j]);
-                l1 = 8 + MAX(-8, MIN(7, l1));
-                int l2 = nearest_int(iscale*scales[j+1]);
-                l2 = 8 + MAX(-8, MIN(7, l2));
-                y[i].scales[j/2] = l1 | (l2 << 4);
-            }
-            y[i].d = GGML_FP32_TO_FP16(1/iscale);
-        } else {
-            for (int j = 0; j < QK_K/16; j+=2) {
-                y[i].scales[j/2] = 0;
-            }
-            y[i].d = GGML_FP32_TO_FP16(0.f);
-        }
-        for (int j = 0; j < QK_K/16; ++j) {
-            int s = j%2 == 0 ? y[i].scales[j/2] & 0xF : y[i].scales[j/2] >> 4;
-            float d = GGML_FP16_TO_FP32(y[i].d) * (s - 8);
-            if (!d) {
-                continue;
-            }
-            for (int ii = 0; ii < 16; ++ii) {
-                int l = nearest_int(x[16*j + ii]/d);
-                l = MAX(-4, MIN(3, l));
-                L[16*j + ii] = l + 4;
-            }
-        }
-#endif
 
         memset(y[i].hmask, 0, QK_K/8);
         // We put the high-bit for the 1st 8 quants into bit 0, the next 8 into bit 1, etc.
@@ -1782,23 +2307,16 @@ void quantize_row_q3_K_reference(const float * restrict x, block_q3_K * restrict
                 m = 0; hm <<= 1;
             }
         }
-#if QK_K == 256
         for (int j = 0; j < QK_K; j += 128) {
             for (int l = 0; l < 32; ++l) {
                 y[i].qs[j/4 + l] = L[j + l] | (L[j + l + 32] << 2) | (L[j + l + 64] << 4) | (L[j + l + 96] << 6);
             }
         }
-#else
-        for (int l = 0; l < 16; ++l) {
-            y[i].qs[l] = L[l] | (L[l + 16] << 2) | (L[l + 32] << 4) | (L[l + 48] << 6);
-        }
-#endif
 
         x += QK_K;
     }
 }
 
-#if QK_K == 256
 void dequantize_row_q3_K(const block_q3_K * restrict x, float * restrict y, int64_t k) {
     assert(k % QK_K == 0);
     const int nb = k / QK_K;
@@ -1848,49 +2366,12 @@ void dequantize_row_q3_K(const block_q3_K * restrict x, float * restrict y, int6
 
     }
 }
-#else
-void dequantize_row_q3_K(const block_q3_K * restrict x, float * restrict y, int64_t k) {
-    assert(k % QK_K == 0);
-    assert(QK_K == 64);
-    const int nb = k / QK_K;
-
-    for (int i = 0; i < nb; i++) {
-
-        const float d_all = GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q = x[i].qs;
-        const uint8_t * restrict hm = x[i].hmask;
-
-        const float d1 = d_all * ((x[i].scales[0] & 0xF) - 8);
-        const float d2 = d_all * ((x[i].scales[0] >>  4) - 8);
-        const float d3 = d_all * ((x[i].scales[1] & 0xF) - 8);
-        const float d4 = d_all * ((x[i].scales[1] >>  4) - 8);
-
-        for (int l=0; l<8; ++l) {
-            uint8_t h = hm[l];
-            y[l+ 0] = d1 * ((int8_t)((q[l+0] >> 0) & 3) - ((h & 0x01) ? 0 : 4));
-            y[l+ 8] = d1 * ((int8_t)((q[l+8] >> 0) & 3) - ((h & 0x02) ? 0 : 4));
-            y[l+16] = d2 * ((int8_t)((q[l+0] >> 2) & 3) - ((h & 0x04) ? 0 : 4));
-            y[l+24] = d2 * ((int8_t)((q[l+8] >> 2) & 3) - ((h & 0x08) ? 0 : 4));
-            y[l+32] = d3 * ((int8_t)((q[l+0] >> 4) & 3) - ((h & 0x10) ? 0 : 4));
-            y[l+40] = d3 * ((int8_t)((q[l+8] >> 4) & 3) - ((h & 0x20) ? 0 : 4));
-            y[l+48] = d4 * ((int8_t)((q[l+0] >> 6) & 3) - ((h & 0x40) ? 0 : 4));
-            y[l+56] = d4 * ((int8_t)((q[l+8] >> 6) & 3) - ((h & 0x80) ? 0 : 4));
-        }
-        y += QK_K;
-    }
-}
-#endif
 
 void quantize_row_q3_K(const float * restrict x, void * restrict vy, int64_t k) {
     quantize_row_q3_K_reference(x, vy, k);
 }
 
 static void quantize_row_q3_K_impl(const float * restrict x, block_q3_K * restrict y, int64_t n_per_row, const float * restrict quant_weights) {
-#if QK_K != 256
-    (void)quant_weights;
-    quantize_row_q3_K_reference(x, y, n_per_row);
-#else
     assert(n_per_row % QK_K == 0);
     const int nb = n_per_row / QK_K;
 
@@ -1908,7 +2389,7 @@ static void quantize_row_q3_K_impl(const float * restrict x, block_q3_K * restri
 
         for (int j = 0; j < QK_K/16; ++j) {
             if (quant_weights) {
-                const float * qw = quant_weights ? quant_weights + QK_K * i + 16*j : NULL;
+                const float * qw = quant_weights + QK_K * i + 16*j;
                 for (int l = 0; l < 16; ++l) weight[l] = qw[l] * sqrtf(sigma2 + x[16*j+l]*x[16*j+l]);
             } else {
                 for (int l = 0; l < 16; ++l) weight[l] = x[16*j+l]*x[16*j+l];
@@ -1972,7 +2453,6 @@ static void quantize_row_q3_K_impl(const float * restrict x, block_q3_K * restri
 
         x += QK_K;
     }
-#endif
 }
 
 size_t quantize_q3_K(const float * restrict src, void * restrict dst, int64_t nrow, int64_t n_per_row, const float * quant_weights) {
@@ -2004,7 +2484,6 @@ void quantize_row_q4_K_reference(const float * restrict x, block_q4_K * restrict
     float scales[QK_K/32];
 
     for (int i = 0; i < nb; i++) {
-
         float max_scale = 0; // as we are deducting the min, scales are always positive
         float max_min = 0;
         for (int j = 0; j < QK_K/32; ++j) {
@@ -2024,7 +2503,6 @@ void quantize_row_q4_K_reference(const float * restrict x, block_q4_K * restrict
             }
         }
 
-#if QK_K == 256
         float inv_scale = max_scale > 0 ? 63.f/max_scale : 0.f;
         float inv_min   = max_min   > 0 ? 63.f/max_min   : 0.f;
         for (int j = 0; j < QK_K/32; ++j) {
@@ -2056,39 +2534,7 @@ void quantize_row_q4_K_reference(const float * restrict x, block_q4_K * restrict
                 L[32*j + ii] = l;
             }
         }
-#else
-        const float s_factor = 15.f;
-        float inv_scale = max_scale > 0 ? s_factor/max_scale : 0.f;
-        float inv_min   = max_min   > 0 ? s_factor/max_min   : 0.f;
-        int d1 = nearest_int(inv_scale*scales[0]);
-        int m1 = nearest_int(inv_min*mins[0]);
-        int d2 = nearest_int(inv_scale*scales[1]);
-        int m2 = nearest_int(inv_min*mins[1]);
-        y[i].scales[0] = d1 | (m1 << 4);
-        y[i].scales[1] = d2 | (m2 << 4);
-        y[i].d[0] = GGML_FP32_TO_FP16(max_scale/s_factor);
-        y[i].d[1] = GGML_FP32_TO_FP16(max_min/s_factor);
 
-        float sumlx = 0;
-        int   suml2 = 0;
-        for (int j = 0; j < QK_K/32; ++j) {
-            const uint8_t sd = y[i].scales[j] & 0xF;
-            const uint8_t sm = y[i].scales[j] >>  4;
-            const float d = GGML_FP16_TO_FP32(y[i].d[0]) * sd;
-            if (!d) continue;
-            const float m = GGML_FP16_TO_FP32(y[i].d[1]) * sm;
-            for (int ii = 0; ii < 32; ++ii) {
-                int l = nearest_int((x[32*j + ii] + m)/d);
-                l = MAX(0, MIN(15, l));
-                L[32*j + ii] = l;
-                sumlx += (x[32*j + ii] + m)*l*sd;
-                suml2 += l*l*sd*sd;
-            }
-        }
-        if (suml2) {
-            y[i].d[0] = GGML_FP32_TO_FP16(sumlx/suml2);
-        }
-#endif
         uint8_t * q = y[i].qs;
         for (int j = 0; j < QK_K; j += 64) {
             for (int l = 0; l < 32; ++l) q[l] = L[j + l] | (L[j + l + 32] << 4);
@@ -2096,7 +2542,6 @@ void quantize_row_q4_K_reference(const float * restrict x, block_q4_K * restrict
         }
 
         x += QK_K;
-
     }
 }
 
@@ -2105,11 +2550,8 @@ void dequantize_row_q4_K(const block_q4_K * restrict x, float * restrict y, int6
     const int nb = k / QK_K;
 
     for (int i = 0; i < nb; i++) {
-
         const uint8_t * q = x[i].qs;
 
-#if QK_K == 256
-
         const float d   = GGML_FP16_TO_FP32(x[i].d);
         const float min = GGML_FP16_TO_FP32(x[i].dmin);
 
@@ -2124,18 +2566,6 @@ void dequantize_row_q4_K(const block_q4_K * restrict x, float * restrict y, int6
             for (int l = 0; l < 32; ++l) *y++ = d2 * (q[l]  >> 4) - m2;
             q += 32; is += 2;
         }
-#else
-        const float dall = GGML_FP16_TO_FP32(x[i].d[0]);
-        const float mall = GGML_FP16_TO_FP32(x[i].d[1]);
-        const float d1 = dall * (x[i].scales[0] & 0xF), m1 = mall * (x[i].scales[0] >> 4);
-        const float d2 = dall * (x[i].scales[1] & 0xF), m2 = mall * (x[i].scales[1] >> 4);
-        for (int l = 0; l < 32; ++l) {
-            y[l+ 0] = d1 * (q[l] & 0xF) - m1;
-            y[l+32] = d2 * (q[l] >>  4) - m2;
-        }
-        y += QK_K;
-#endif
-
     }
 }
 
@@ -2146,10 +2576,6 @@ void quantize_row_q4_K(const float * restrict x, void * restrict vy, int64_t k)
 }
 
 static void quantize_row_q4_K_impl(const float * restrict x, block_q4_K * restrict y, int64_t n_per_row, const float * quant_weights) {
-#if QK_K != 256
-    (void)quant_weights;
-    quantize_row_q4_K_reference(x, y, n_per_row);
-#else
     assert(n_per_row % QK_K == 0);
     const int64_t nb = n_per_row / QK_K;
 
@@ -2220,7 +2646,6 @@ static void quantize_row_q4_K_impl(const float * restrict x, block_q4_K * restri
         x += QK_K;
 
     }
-#endif
 }
 
 size_t quantize_q4_K(const float * restrict src, void * restrict dst, int64_t nrow, int64_t n_per_row, const float * quant_weights) {
@@ -2245,21 +2670,13 @@ void quantize_row_q5_K_reference(const float * restrict x, block_q5_K * restrict
     assert(k % QK_K == 0);
     const int64_t nb = k / QK_K;
 
-#if QK_K == 256
     uint8_t L[QK_K];
     float mins[QK_K/32];
     float scales[QK_K/32];
     float weights[32];
     uint8_t Laux[32];
-#else
-    int8_t L[QK_K];
-    float scales[QK_K/16];
-#endif
 
     for (int i = 0; i < nb; i++) {
-
-#if QK_K == 256
-
         float max_scale = 0; // as we are deducting the min, scales are always positive
         float max_min = 0;
         for (int j = 0; j < QK_K/32; ++j) {
@@ -2331,55 +2748,8 @@ void quantize_row_q5_K_reference(const float * restrict x, block_q5_K * restrict
             m1 <<= 2; m2 <<= 2;
             ql += 32;
         }
-#else
-        float max_scale = 0, amax = 0;
-        for (int j = 0; j < QK_K/16; ++j) {
-            scales[j] = make_qx_quants(16, 16, x + 16*j, L + 16*j, 1, NULL);
-            float abs_scale = fabsf(scales[j]);
-            if (abs_scale > amax) {
-                amax = abs_scale;
-                max_scale = scales[j];
-            }
-        }
-
-        float iscale = -128.f/max_scale;
-        for (int j = 0; j < QK_K/16; ++j) {
-            int l = nearest_int(iscale*scales[j]);
-            y[i].scales[j] = MAX(-128, MIN(127, l));
-        }
-        y[i].d = GGML_FP32_TO_FP16(1/iscale);
-
-        for (int j = 0; j < QK_K/16; ++j) {
-            const float d = GGML_FP16_TO_FP32(y[i].d) * y[i].scales[j];
-            if (!d) continue;
-            for (int ii = 0; ii < 16; ++ii) {
-                int l = nearest_int(x[16*j + ii]/d);
-                l = MAX(-16, MIN(15, l));
-                L[16*j + ii] = l + 16;
-            }
-        }
-
-        uint8_t * restrict qh = y[i].qh;
-        uint8_t * restrict ql = y[i].qs;
-        memset(qh, 0, QK_K/8);
-
-        for (int j = 0; j < 32; ++j) {
-            int jm = j%8;
-            int is = j/8;
-            int l1 = L[j];
-            if (l1 > 15) {
-                l1 -= 16; qh[jm] |= (1 << is);
-            }
-            int l2 = L[j + 32];
-            if (l2 > 15) {
-                l2 -= 16; qh[jm] |= (1 << (4 + is));
-            }
-            ql[j] = l1 | (l2 << 4);
-        }
-#endif
 
         x += QK_K;
-
     }
 }
 
@@ -2388,12 +2758,9 @@ void dequantize_row_q5_K(const block_q5_K * restrict x, float * restrict y, int6
     const int64_t nb = k / QK_K;
 
     for (int i = 0; i < nb; i++) {
-
         const uint8_t * ql = x[i].qs;
         const uint8_t * qh = x[i].qh;
 
-#if QK_K == 256
-
         const float d = GGML_FP16_TO_FP32(x[i].d);
         const float min = GGML_FP16_TO_FP32(x[i].dmin);
 
@@ -2410,21 +2777,6 @@ void dequantize_row_q5_K(const block_q5_K * restrict x, float * restrict y, int6
             ql += 32; is += 2;
             u1 <<= 2; u2 <<= 2;
         }
-#else
-        float d = GGML_FP16_TO_FP32(x[i].d);
-        const int8_t * restrict s = x[i].scales;
-        for (int l = 0; l < 8; ++l) {
-            y[l+ 0] = d * s[0] * ((ql[l+ 0] & 0xF) - (qh[l] & 0x01 ? 0 : 16));
-            y[l+ 8] = d * s[0] * ((ql[l+ 8] & 0xF) - (qh[l] & 0x02 ? 0 : 16));
-            y[l+16] = d * s[1] * ((ql[l+16] & 0xF) - (qh[l] & 0x04 ? 0 : 16));
-            y[l+24] = d * s[1] * ((ql[l+24] & 0xF) - (qh[l] & 0x08 ? 0 : 16));
-            y[l+32] = d * s[2] * ((ql[l+ 0] >>  4) - (qh[l] & 0x10 ? 0 : 16));
-            y[l+40] = d * s[2] * ((ql[l+ 8] >>  4) - (qh[l] & 0x20 ? 0 : 16));
-            y[l+48] = d * s[3] * ((ql[l+16] >>  4) - (qh[l] & 0x40 ? 0 : 16));
-            y[l+56] = d * s[3] * ((ql[l+24] >>  4) - (qh[l] & 0x80 ? 0 : 16));
-        }
-        y += QK_K;
-#endif
     }
 }
 
@@ -2435,10 +2787,6 @@ void quantize_row_q5_K(const float * restrict x, void * restrict vy, int64_t k)
 }
 
 static void quantize_row_q5_K_impl(const float * restrict x, block_q5_K * restrict y, int64_t n_per_row, const float * quant_weights) {
-#if QK_K != 256
-    (void)quant_weights;
-    quantize_row_q5_K_reference(x, y, n_per_row);
-#else
     assert(n_per_row % QK_K == 0);
     const int64_t nb = n_per_row / QK_K;
 
@@ -2529,7 +2877,6 @@ static void quantize_row_q5_K_impl(const float * restrict x, block_q5_K * restri
         x += QK_K;
 
     }
-#endif
 }
 
 size_t quantize_q5_K(const float * restrict src, void * restrict dst, int64_t nrow, int64_t n_per_row, const float * quant_weights) {
@@ -2575,7 +2922,7 @@ void quantize_row_q6_K_reference(const float * restrict x, block_q6_K * restrict
 
         }
 
-        if (!max_abs_scale) {
+        if (max_abs_scale < GROUP_MAX_EPS) {
             memset(&y[i], 0, sizeof(block_q6_K));
             y[i].d = GGML_FP32_TO_FP16(0.f);
             x += QK_K;
@@ -2602,7 +2949,6 @@ void quantize_row_q6_K_reference(const float * restrict x, block_q6_K * restrict
 
         uint8_t * restrict ql = y[i].ql;
         uint8_t * restrict qh = y[i].qh;
-#if QK_K == 256
         for (int j = 0; j < QK_K; j += 128) {
             for (int l = 0; l < 32; ++l) {
                 const uint8_t q1 = L[j + l +  0] & 0xF;
@@ -2616,19 +2962,8 @@ void quantize_row_q6_K_reference(const float * restrict x, block_q6_K * restrict
             ql += 64;
             qh += 32;
         }
-#else
-        for (int l = 0; l < 32; ++l) {
-            const uint8_t q1 = L[l +  0] & 0xF;
-            const uint8_t q2 = L[l + 32] & 0xF;
-            ql[l] = q1 | (q2 << 4);
-        }
-        for (int l = 0; l < 16; ++l) {
-            qh[l] = (L[l] >> 4) | ((L[l + 16] >> 4) << 2) | ((L[l + 32] >> 4) << 4) | ((L[l + 48] >> 4) << 6);
-        }
-#endif
 
         x += QK_K;
-
     }
 }
 
@@ -2637,14 +2972,12 @@ void dequantize_row_q6_K(const block_q6_K * restrict x, float * restrict y, int6
     const int64_t nb = k / QK_K;
 
     for (int i = 0; i < nb; i++) {
-
         const float d = GGML_FP16_TO_FP32(x[i].d);
 
         const uint8_t * restrict ql = x[i].ql;
         const uint8_t * restrict qh = x[i].qh;
         const int8_t  * restrict sc = x[i].scales;
 
-#if QK_K == 256
         for (int n = 0; n < QK_K; n += 128) {
             for (int l = 0; l < 32; ++l) {
                 int is = l/16;
@@ -2662,20 +2995,6 @@ void dequantize_row_q6_K(const block_q6_K * restrict x, float * restrict y, int6
             qh += 32;
             sc += 8;
         }
-#else
-        for (int l = 0; l < 16; ++l) {
-            const int8_t q1 = (int8_t)((ql[l+ 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32;
-            const int8_t q2 = (int8_t)((ql[l+16] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32;
-            const int8_t q3 = (int8_t)((ql[l+ 0]  >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32;
-            const int8_t q4 = (int8_t)((ql[l+16]  >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32;
-            y[l+ 0] = d * sc[0] * q1;
-            y[l+16] = d * sc[1] * q2;
-            y[l+32] = d * sc[2] * q3;
-            y[l+48] = d * sc[3] * q4;
-        }
-        y  += 64;
-#endif
-
     }
 }
 
@@ -2686,10 +3005,6 @@ void quantize_row_q6_K(const float * restrict x, void * restrict vy, int64_t k)
 }
 
 static void quantize_row_q6_K_impl(const float * restrict x, block_q6_K * restrict y, int64_t n_per_row, const float * quant_weights) {
-#if QK_K != 256
-    (void)quant_weights;
-    quantize_row_q6_K_reference(x, y, n_per_row);
-#else
     assert(n_per_row % QK_K == 0);
     const int64_t nb = n_per_row / QK_K;
 
@@ -2727,7 +3042,7 @@ static void quantize_row_q6_K_impl(const float * restrict x, block_q6_K * restri
 
         }
 
-        if (!max_abs_scale) {
+        if (max_abs_scale < GROUP_MAX_EPS) {
             memset(&y[i], 0, sizeof(block_q6_K));
             y[i].d = GGML_FP32_TO_FP16(0.f);
             x += QK_K;
@@ -2771,7 +3086,6 @@ static void quantize_row_q6_K_impl(const float * restrict x, block_q6_K * restri
         x += QK_K;
 
     }
-#endif
 }
 
 size_t quantize_q6_K(const float * restrict src, void * restrict dst, int64_t nrow, int64_t n_per_row, const float * quant_weights) {
@@ -3188,30 +3502,21 @@ void dequantize_row_iq1_m(const block_iq1_m * restrict x, float * restrict y, in
     float delta[4];
     uint16_t idx[4];
 
-#if QK_K != 64
     iq1m_scale_t scale;
-#endif
 
     for (int i = 0; i < nb; i++) {
 
         const uint16_t * sc = (const uint16_t *)x[i].scales;
-#if QK_K == 64
-        const float d = GGML_FP16_TO_FP32(x[i].d);
-#else
         scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
         const float d = GGML_FP16_TO_FP32(scale.f16);
-#endif
+
         const uint8_t * qs = x[i].qs;
         const uint8_t * qh = x[i].qh;
 
         for (int ib = 0; ib < QK_K/32; ++ib) {
-#if QK_K == 64
-            const float dl1 = d * (2*((sc[ib/2] >> (8*(ib%2)+0)) & 0xf) + 1);
-            const float dl2 = d * (2*((sc[ib/2] >> (8*(ib%2)+4)) & 0xf) + 1);
-#else
             const float dl1 = d * (2*((sc[ib/2] >> (6*(ib%2)+0)) & 0x7) + 1);
             const float dl2 = d * (2*((sc[ib/2] >> (6*(ib%2)+3)) & 0x7) + 1);
-#endif
+
             idx[0] = qs[0] | ((qh[0] << 8) & 0x700);
             idx[1] = qs[1] | ((qh[0] << 4) & 0x700);
             idx[2] = qs[2] | ((qh[1] << 8) & 0x700);
@@ -3262,9 +3567,6 @@ void dequantize_row_iq4_nl(const block_iq4_nl * restrict x, float * restrict y,
 
 void dequantize_row_iq4_xs(const block_iq4_xs * restrict x, float * restrict y, int64_t k) {
     assert(k % QK_K == 0);
-#if QK_K == 64
-    dequantize_row_iq4_nl((const block_iq4_nl *)x, y, k);
-#else
     const int64_t nb = k / QK_K;
 
     for (int i = 0; i < nb; i++) {
@@ -3284,7 +3586,6 @@ void dequantize_row_iq4_xs(const block_iq4_xs * restrict x, float * restrict y,
             qs += 16;
         }
     }
-#endif
 }
 
 //===================================== Q8_K ==============================================
@@ -3386,6 +3687,43 @@ static inline __m128i get_scale_shuffle(int i) {
     };
     return _mm_loadu_si128((const __m128i*)k_shuffle + i);
 }
+#elif defined(__loongarch_asx)
+// shuffles to pick the required scales in dot products
+static inline __m256i get_scale_shuffle_q3k(int i) {
+    static const uint8_t k_shuffle[128] = {
+         0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1,     2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3,
+         4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5,     6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7,
+         8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9,    10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,
+        12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,    14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,
+    };
+    return __lasx_xvld((const __m256i*)k_shuffle + i, 0);
+}
+static inline __m256i get_scale_shuffle_k4(int i) {
+    static const uint8_t k_shuffle[256] = {
+         0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1, 0, 1,
+         2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3, 2, 3,
+         4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5, 4, 5,
+         6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7, 6, 7,
+         8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9, 8, 9,
+        10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,10,11,
+        12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,12,13,
+        14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15,14,15
+    };
+    return __lasx_xvld((const __m256i*)k_shuffle + i, 0);
+}
+static inline __m128i get_scale_shuffle(int i) {
+    static const uint8_t k_shuffle[128] = {
+         0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1,
+         2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3,
+         4, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5, 5, 5, 5, 5,
+         6, 6, 6, 6, 6, 6, 6, 6, 7, 7, 7, 7, 7, 7, 7, 7,
+         8, 8, 8, 8, 8, 8, 8, 8, 9, 9, 9, 9, 9, 9, 9, 9,
+        10,10,10,10,10,10,10,10, 11,11,11,11,11,11,11,11,
+        12,12,12,12,12,12,12,12, 13,13,13,13,13,13,13,13,
+        14,14,14,14,14,14,14,14, 15,15,15,15,15,15,15,15
+    };
+    return __lsx_vld((const __m128i*)k_shuffle + i, 0);
+}
 #endif
 
 void ggml_vec_dot_q4_0_q8_0(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
@@ -3409,10 +3747,9 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * restrict s, size_t bs, const void * r
 #if defined(__ARM_FEATURE_MATMUL_INT8)
     if (nrc == 2) {
         const block_q4_0 * restrict vx0 = vx;
-        const block_q4_0 * restrict vx1 = vx + bx;
-
+        const block_q4_0 * restrict vx1 = (const block_q4_0 *) ((const uint8_t*)vx + bx);
         const block_q8_0 * restrict vy0 = vy;
-        const block_q8_0 * restrict vy1 = vy + by;
+        const block_q8_0 * restrict vy1 = (const block_q8_0 *) ((const uint8_t*)vy + by);
 
         float32x4_t sumv0 = vdupq_n_f32(0.0f);
 
@@ -3446,10 +3783,12 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * restrict s, size_t bs, const void * r
             const int8x16_t y1_l = vld1q_s8(b_y1->qs);
             const int8x16_t y1_h = vld1q_s8(b_y1->qs + 16);
 
-            float32x4_t scale = {GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y0->d),
-                                 GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y1->d),
-                                 GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y0->d),
-                                 GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y1->d)};
+            float32_t _scale[4] = { GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y0->d),
+                                    GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y1->d),
+                                    GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y0->d),
+                                    GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y1->d)};
+
+            float32x4_t scale = vld1q_f32(_scale);
 
             int8x16_t l0 = vreinterpretq_s8_s64(vzip1q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
             int8x16_t l1 = vreinterpretq_s8_s64(vzip2q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
@@ -3474,7 +3813,44 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * restrict s, size_t bs, const void * r
         return;
     }
 #endif
-#if defined(__ARM_NEON)
+#if defined(__ARM_FEATURE_SVE)
+    const svbool_t ptrueh = svptrue_pat_b8(SV_VL16);
+    const svbool_t ptruel = svnot_b_z(svptrue_b8(), ptrueh);
+
+    svfloat32_t sumv0 = svdup_n_f32(0.0f);
+    svfloat32_t sumv1 = svdup_n_f32(0.0f);
+
+    assert(nb % 2 == 0); // TODO: handle odd nb
+
+    for (int i = 0; i < nb; i += 2) {
+        const block_q4_0 * restrict x0 = &x[i + 0];
+        const block_q4_0 * restrict x1 = &x[i + 1];
+        const block_q8_0 * restrict y0 = &y[i + 0];
+        const block_q8_0 * restrict y1 = &y[i + 1];
+
+        // load x
+        const svuint8_t qx0r = svld1rq_u8(svptrue_b8(), x0->qs);
+        const svuint8_t qx1r = svld1rq_u8(svptrue_b8(), x1->qs);
+
+        // 4-bit -> 8-bit
+        const svint8_t qx0 = svreinterpret_s8_u8(svlsr_n_u8_m(ptruel, svand_n_u8_m(ptrueh, qx0r, 0x0F), 0x04));
+        const svint8_t qx1 = svreinterpret_s8_u8(svlsr_n_u8_m(ptruel, svand_n_u8_m(ptrueh, qx1r, 0x0F), 0x04));
+
+        // sub 8
+        const svint8_t qx0s = svsub_n_s8_x(svptrue_b8(), qx0, 8);
+        const svint8_t qx1s = svsub_n_s8_x(svptrue_b8(), qx1, 8);
+
+        // load y
+        const svint8_t qy0 = svld1_s8(svptrue_b8(), y0->qs);
+        const svint8_t qy1 = svld1_s8(svptrue_b8(), y1->qs);
+
+        // dot product
+        sumv0 = svmla_n_f32_x(svptrue_b32(), sumv0, svcvt_f32_s32_x(svptrue_b32(), svdot_s32(svdup_n_s32(0), qx0s, qy0)), GGML_FP16_TO_FP32(x0->d)*GGML_FP16_TO_FP32(y0->d));
+        sumv1 = svmla_n_f32_x(svptrue_b32(), sumv1, svcvt_f32_s32_x(svptrue_b32(), svdot_s32(svdup_n_s32(0), qx1s, qy1)), GGML_FP16_TO_FP32(x1->d)*GGML_FP16_TO_FP32(y1->d));
+    }
+
+    *s = svaddv_f32(svptrue_b32(), svadd_f32_x(svptrue_b32(), sumv0, sumv1));
+#elif defined(__ARM_NEON)
     float32x4_t sumv0 = vdupq_n_f32(0.0f);
     float32x4_t sumv1 = vdupq_n_f32(0.0f);
 
@@ -3734,6 +4110,190 @@ void ggml_vec_dot_q4_0_q8_0(int n, float * restrict s, size_t bs, const void * r
     }
 
     *s = sumf;
+
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+    const vector signed char v8 = vec_splats((signed char)0x8);
+
+    vector float vsumf0 = vec_splats(0.0f);
+
+#pragma GCC unroll 4
+    for (int i = 0; i < nb; i++) {
+        __builtin_prefetch(x[i].qs, 0, 1);
+        __builtin_prefetch(y[i].qs, 0, 1);
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[i].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed char qxs = (vector signed char)vec_xl( 0, x[i].qs);
+        vector signed char q8y0 = vec_xl( 0, y[i].qs);
+        vector signed char q8y1 = vec_xl(16, y[i].qs);
+
+        vector signed char q4x0 = vec_and(qxs, lowMask);
+        vector signed char q4x1 = vec_sr(qxs, v4);
+
+        q4x0 = vec_sub(q4x0, v8);
+        q4x1 = vec_sub(q4x1, v8);
+
+        vector signed short qv0 = vec_add(vec_mule(q4x0, q8y0), vec_mulo(q4x0, q8y0));
+        vector signed short qv1 = vec_add(vec_mule(q4x1, q8y1), vec_mulo(q4x1, q8y1));
+
+        qv0 = vec_add(qv0, qv1);
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackl(qv0));
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+    // Initialize accumulator with zeros
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    // Main loop
+    for (int i = 0; i < nb; ++i) {
+        /* Compute combined scale for the block */
+        const __m256 d = __lasx_xvreplfr2vr_s( GGML_FP16_TO_FP32(x[i].d) * GGML_FP16_TO_FP32(y[i].d) );
+
+        __m256i qx = bytes_from_nibbles_32(x[i].qs);
+
+        // Now we have a vector with bytes in [ 0 .. 15 ] interval. Offset them into [ -8 .. +7 ] interval.
+        const __m256i off = __lasx_xvreplgr2vr_b( 8 );
+        qx = __lasx_xvsub_b( qx, off );
+
+        __m256i qy = __lasx_xvld((const __m256i *)y[i].qs, 0);
+
+        const __m256 q = mul_sum_i8_pairs_float(qx, qy);
+
+        /* Multiply q with scale and accumulate */
+        acc = __lasx_xvfmadd_s( d, q, acc );
+    }
+
+    *s = hsum_float_8(acc);
+#elif defined(__loongarch_sx)
+    // set constants
+    const __m128i low_mask = __lsx_vreplgr2vr_b(0xF);
+    const __m128i off = __lsx_vreplgr2vr_b(8);
+
+    // Initialize accumulator with zeros
+    __m128 acc_0 = __lsx_vldi(0);
+    __m128 acc_1 = __lsx_vldi(0);
+    __m128 acc_2 = __lsx_vldi(0);
+    __m128 acc_3 = __lsx_vldi(0);
+
+    // First round without accumulation
+    {
+        _mm_prefetch(&x[0] + sizeof(block_q4_0), _MM_HINT_T0);
+        _mm_prefetch(&y[0] + sizeof(block_q8_0), _MM_HINT_T0);
+
+        // Compute combined scale for the block 0 and 1
+        const __m128 d_0_1 = __lsx_vreplgr2vr_w( GGML_FP16_TO_FP32(x[0].d) * GGML_FP16_TO_FP32(y[0].d) );
+
+        const __m128i tmp_0_1 = __lsx_vld((const __m128i *)x[0].qs, 0);
+
+        __m128i bx_0 = __lsx_vand_v(low_mask, tmp_0_1);
+        __m128i by_0 = __lsx_vld((const __m128i *)y[0].qs, 0);
+        bx_0 = __lsx_vsub_b(bx_0, off);
+        const __m128i i32_0 = mul_sum_i8_pairs(bx_0, by_0);
+
+        __m128i bx_1 = __lsx_vand_v(low_mask, __lsx_vsrli_d(tmp_0_1, 4));
+        __m128i by_1 = __lsx_vld((const __m128i *)(y[0].qs + 16), 0);
+        bx_1 = __lsx_vsub_b(bx_1, off);
+        const __m128i i32_1 = mul_sum_i8_pairs(bx_1, by_1);
+
+        // Compute combined scale for the block 2 and 3
+        const __m128 d_2_3 = __lsx_vreplgr2vr_w( GGML_FP16_TO_FP32(x[1].d) * GGML_FP16_TO_FP32(y[1].d) );
+
+        const __m128i tmp_2_3 = __lsx_vld((const __m128i *)x[1].qs, 0);
+
+        __m128i bx_2 = __lsx_vand_v(low_mask, tmp_2_3);
+        __m128i by_2 = __lsx_vld((const __m128i *)y[1].qs, 0);
+        bx_2 = __lsx_vsub_b(bx_2, off);
+        const __m128i i32_2 = mul_sum_i8_pairs(bx_2, by_2);
+
+        __m128i bx_3 = __lsx_vand_v(low_mask, __lsx_vsrli_d(tmp_2_3, 4));
+        __m128i by_3 = __lsx_vld((const __m128i *)(y[1].qs + 16), 0);
+        bx_3 = __lsx_vsub_b(bx_3, off);
+        const __m128i i32_3 = mul_sum_i8_pairs(bx_3, by_3);
+
+        // Convert int32_t to float
+        __m128 p0 = __lsx_vffint_s_w(i32_0);
+        __m128 p1 = __lsx_vffint_s_w(i32_1);
+        __m128 p2 = __lsx_vffint_s_w(i32_2);
+        __m128 p3 = __lsx_vffint_s_w(i32_3);
+
+        // Apply the scale
+        acc_0 = __lsx_vfmul_s( d_0_1, p0 );
+        acc_1 = __lsx_vfmul_s( d_0_1, p1 );
+        acc_2 = __lsx_vfmul_s( d_2_3, p2 );
+        acc_3 = __lsx_vfmul_s( d_2_3, p3 );
+    }
+
+    assert(nb % 2 == 0); // TODO: handle odd nb
+
+    // Main loop
+    for (int i = 2; i < nb; i+=2) {
+
+        // Compute combined scale for the block 0 and 1
+        const __m128 d_0_1 = __lsx_vreplgr2vr_w( GGML_FP16_TO_FP32(x[i].d) * GGML_FP16_TO_FP32(y[i].d) );
+
+        const __m128i tmp_0_1 = __lsx_vld((const __m128i *)x[i].qs, 0);
+
+        __m128i bx_0 = __lsx_vand_v(low_mask, tmp_0_1);
+        __m128i by_0 = __lsx_vld((const __m128i *)y[i].qs, 0);
+        bx_0 = __lsx_vsub_b(bx_0, off);
+        const __m128i i32_0 = mul_sum_i8_pairs(bx_0, by_0);
+
+        __m128i bx_1 = __lsx_vand_v(low_mask, __lsx_vsrli_d(tmp_0_1, 4));
+        __m128i by_1 = __lsx_vld((const __m128i *)(y[i].qs + 16), 0);
+        bx_1 = __lsx_vsub_b(bx_1, off);
+        const __m128i i32_1 = mul_sum_i8_pairs(bx_1, by_1);
+
+        //_mm_prefetch(&x[i] + 2 * sizeof(block_q4_0), _MM_HINT_T0);
+        //_mm_prefetch(&y[i] + 2 * sizeof(block_q8_0), _MM_HINT_T0);
+
+        // Compute combined scale for the block 2 and 3
+        const __m128 d_2_3 = __lsx_vreplgr2vr_w( GGML_FP16_TO_FP32(x[i + 1].d) * GGML_FP16_TO_FP32(y[i + 1].d) );
+
+        const __m128i tmp_2_3 = __lsx_vld((const __m128i *)x[i + 1].qs, 0);
+
+        __m128i bx_2 = __lsx_vand_v(low_mask, tmp_2_3);
+        __m128i by_2 = __lsx_vld((const __m128i *)y[i + 1].qs, 0);
+        bx_2 = __lsx_vsub_b(bx_2, off);
+        const __m128i i32_2 = mul_sum_i8_pairs(bx_2, by_2);
+
+        __m128i bx_3 = __lsx_vand_v(low_mask, __lsx_vsrli_d(tmp_2_3, 4));
+        __m128i by_3 = __lsx_vld((const __m128i *)(y[i + 1].qs + 16), 0);
+        bx_3 = __lsx_vsub_b(bx_3, off);
+        const __m128i i32_3 = mul_sum_i8_pairs(bx_3, by_3);
+
+        // Convert int32_t to float
+        __m128 p0 = __lsx_vffint_s_w(i32_0);
+        __m128 p1 = __lsx_vffint_s_w(i32_1);
+        __m128 p2 = __lsx_vffint_s_w(i32_2);
+        __m128 p3 = __lsx_vffint_s_w(i32_3);
+
+        // Apply the scale
+        __m128 p0_d = __lsx_vfmul_s( d_0_1, p0 );
+        __m128 p1_d = __lsx_vfmul_s( d_0_1, p1 );
+        __m128 p2_d = __lsx_vfmul_s( d_2_3, p2 );
+        __m128 p3_d = __lsx_vfmul_s( d_2_3, p3 );
+
+        // Acummulate
+        acc_0 = __lsx_vfadd_s(p0_d, acc_0);
+        acc_1 = __lsx_vfadd_s(p1_d, acc_1);
+        acc_2 = __lsx_vfadd_s(p2_d, acc_2);
+        acc_3 = __lsx_vfadd_s(p3_d, acc_3);
+    }
+
+    *s = hsum_float_4x4(acc_0, acc_1, acc_2, acc_3);
+
 #else
     // scalar
     float sumf = 0.0;
@@ -3776,9 +4336,9 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * restrict s, size_t bs, const void * r
 #if defined(__ARM_FEATURE_MATMUL_INT8)
     if (nrc == 2) {
         const block_q4_1 * restrict vx0 = vx;
-        const block_q4_1 * restrict vx1 = vx + bx;
+        const block_q4_1 * restrict vx1 = (const block_q4_1 *) ((const uint8_t*)vx + bx);
         const block_q8_1 * restrict vy0 = vy;
-        const block_q8_1 * restrict vy1 = vy + by;
+        const block_q8_1 * restrict vy1 = (const block_q8_1 *) ((const uint8_t*)vy + by);
 
         float32x4_t sumv0 = vdupq_n_f32(0.0f);
         float32x4_t summs0 = vdupq_n_f32(0.0f);
@@ -3789,11 +4349,11 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * restrict s, size_t bs, const void * r
             const block_q8_1 * restrict b_y0 = &vy0[i];
             const block_q8_1 * restrict b_y1 = &vy1[i];
 
-            float32x4_t summs_t = {GGML_FP16_TO_FP32(b_x0->m) * GGML_FP16_TO_FP32(b_y0->s),
-                                   GGML_FP16_TO_FP32(b_x1->m) * GGML_FP16_TO_FP32(b_y0->s),
-                                   GGML_FP16_TO_FP32(b_x0->m) * GGML_FP16_TO_FP32(b_y1->s),
-                                   GGML_FP16_TO_FP32(b_x1->m) * GGML_FP16_TO_FP32(b_y1->s)};
-            summs0 += summs_t;
+            float32_t summs_t[4] = {GGML_FP16_TO_FP32(b_x0->m) * GGML_FP16_TO_FP32(b_y0->s),
+                                    GGML_FP16_TO_FP32(b_x1->m) * GGML_FP16_TO_FP32(b_y0->s),
+                                    GGML_FP16_TO_FP32(b_x0->m) * GGML_FP16_TO_FP32(b_y1->s),
+                                    GGML_FP16_TO_FP32(b_x1->m) * GGML_FP16_TO_FP32(b_y1->s)};
+            summs0 = vaddq_f32(summs0, vld1q_f32(summs_t));
 
             const uint8x16_t m4b = vdupq_n_u8(0x0F);
 
@@ -3813,10 +4373,11 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * restrict s, size_t bs, const void * r
             const int8x16_t y1_h = vld1q_s8(b_y1->qs + 16);
 
             // mmla into int32x4_t
-            float32x4_t scale = {GGML_FP16_TO_FP32(b_x0->d)*b_y0->d,
-                                 GGML_FP16_TO_FP32(b_x0->d)*b_y1->d,
-                                 GGML_FP16_TO_FP32(b_x1->d)*b_y0->d,
-                                 GGML_FP16_TO_FP32(b_x1->d)*b_y1->d};
+            float32_t _scale[4] = {GGML_FP16_TO_FP32(b_x0->d)*b_y0->d,
+                                   GGML_FP16_TO_FP32(b_x0->d)*b_y1->d,
+                                   GGML_FP16_TO_FP32(b_x1->d)*b_y0->d,
+                                   GGML_FP16_TO_FP32(b_x1->d)*b_y1->d};
+            float32x4_t scale = vld1q_f32(_scale);
 
             int8x16_t l0 = vreinterpretq_s8_s64(vzip1q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
             int8x16_t l1 = vreinterpretq_s8_s64(vzip2q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
@@ -3835,7 +4396,7 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * restrict s, size_t bs, const void * r
 
         float32x4_t sumv1 = vextq_f32(sumv0, sumv0, 2);
         float32x4_t sumv2 = vzip1q_f32(sumv0, sumv1);
-        sumv2 = sumv2 + summs0;
+        sumv2 = vaddq_f32(sumv2, summs0);
 
         vst1_f32(s, vget_low_f32(sumv2));
         vst1_f32(s + bs, vget_high_f32(sumv2));
@@ -3952,6 +4513,79 @@ void ggml_vec_dot_q4_1_q8_1(int n, float * restrict s, size_t bs, const void * r
     }
 
     *s = sumf;
+
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+
+#pragma GCC unroll 4
+    for (int i = 0; i < nb; i++) {
+        __builtin_prefetch(x[i].qs, 0, 1);
+        __builtin_prefetch(y[i].qs, 0, 1);
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[i].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector float vxmin = vec_splats(GGML_FP16_TO_FP32(x[i].m));
+        vector float vys = {GGML_FP16_TO_FP32(y[i].s), 0.0f, 0.0f, 0.0f};
+        vsumf0 = vec_madd(vxmin, vys, vsumf0);
+
+        vector signed char qxs = (vector signed char)vec_xl( 0, x[i].qs);
+        vector signed char q8y0 = vec_xl( 0, y[i].qs);
+        vector signed char q8y1 = vec_xl(16, y[i].qs);
+
+        vector signed char q4x0 = vec_and(qxs, lowMask);
+        vector signed char q4x1 = vec_sr(qxs, v4);
+
+        vector signed short qv0 = vec_add(vec_mule(q4x0, q8y0), vec_mulo(q4x0, q8y0));
+        vector signed short qv1 = vec_add(vec_mule(q4x1, q8y1), vec_mulo(q4x1, q8y1));
+
+        qv0 = vec_add(qv0, qv1);
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackl(qv0));
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+    // Initialize accumulator with zeros
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    float summs = 0;
+
+    // Main loop
+    for (int i = 0; i < nb; ++i) {
+        const float d0 = GGML_FP16_TO_FP32(x[i].d);
+        const float d1 = GGML_FP16_TO_FP32(y[i].d);
+
+        summs += GGML_FP16_TO_FP32(x[i].m) * GGML_FP16_TO_FP32(y[i].s);
+
+        const __m256 d0v = __lasx_xvreplfr2vr_s( d0 );
+        const __m256 d1v = __lasx_xvreplfr2vr_s( d1 );
+
+        // Compute combined scales
+        const __m256 d0d1 = __lasx_xvfmul_s( d0v, d1v );
+
+        // Load 16 bytes, and unpack 4 bit fields into bytes, making 32 bytes
+        const __m256i qx = bytes_from_nibbles_32(x[i].qs);
+        const __m256i qy = __lasx_xvld( (const __m256i *)y[i].qs, 0);
+
+        const __m256 xy = mul_sum_us8_pairs_float(qx, qy);
+
+        // Accumulate d0*d1*x*y
+        acc = __lasx_xvfmadd_s( d0d1, xy, acc );
+    }
+
+    *s = hsum_float_8(acc) + summs;
+
 #else
     // scalar
     float sumf = 0.0;
@@ -4237,6 +4871,75 @@ void ggml_vec_dot_q5_0_q8_0(int n, float * restrict s, size_t bs, const void * r
     }
 
     *s = sumf;
+
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+
+#pragma GCC unroll 4
+    for (int i = 0; i < nb; ++i) {
+        __builtin_prefetch(x[i].qs, 0, 1);
+        __builtin_prefetch(y[i].qs, 0, 1);
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[i].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed long long aux64x2_0 = {(uint64_t)(table_b2b_1[x[i].qh[0]]), (uint64_t)(table_b2b_1[x[i].qh[1]])};
+        vector signed long long aux64x2_1 = {(uint64_t)(table_b2b_1[x[i].qh[2]]), (uint64_t)(table_b2b_1[x[i].qh[3]])};
+
+        vector signed char qh0 = (vector signed char)aux64x2_0;
+        vector signed char qh1 = (vector signed char)aux64x2_1;
+
+        vector signed char qxs = (vector signed char)vec_xl( 0, x[i].qs);
+
+        vector signed char q5x0 = vec_sub(vec_and (qxs, lowMask), qh0);
+        vector signed char q5x1 = vec_sub(vec_sr(qxs, v4), qh1);
+
+        vector signed char q8y0 = vec_xl(  0, y[i].qs);
+        vector signed char q8y1 = vec_xl( 16, y[i].qs);
+
+        vector signed short qv0 = vec_add(vec_mule(q5x0, q8y0), vec_mulo(q5x0, q8y0));
+        vector signed short qv1 = vec_add(vec_mule(q5x1, q8y1), vec_mulo(q5x1, q8y1));
+
+        qv0 = vec_add(qv0, qv1);
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackl(qv0));
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+    // Initialize accumulator with zeros
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    // Main loop
+    for (int i = 0; i < nb; i++) {
+        /* Compute combined scale for the block */
+        const __m256 d = __lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(x[i].d) * GGML_FP16_TO_FP32(y[i].d)); //FIXME
+
+        __m256i qx = bytes_from_nibbles_32(x[i].qs);
+        __m256i bxhi = bytes_from_bits_32(x[i].qh);
+        bxhi = __lasx_xvandn_v(bxhi, __lasx_xvreplgr2vr_b((char)0xF0));
+        qx = __lasx_xvor_v(qx, bxhi);
+
+        __m256i qy = __lasx_xvld((const __m256i *)y[i].qs, 0);
+
+        const __m256 q = mul_sum_i8_pairs_float(qx, qy);
+
+        /* Multiply q with scale and accumulate */
+        acc = __lasx_xvfmadd_s(d, q, acc);
+    }
+
+    *s = hsum_float_8(acc);
+
 #else
     // scalar
     float sumf = 0.0;
@@ -4541,6 +5244,82 @@ void ggml_vec_dot_q5_1_q8_1(int n, float * restrict s, size_t bs, const void * r
     }
 
     *s = sumf;
+
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+
+#pragma GCC unroll 4
+    for (int i = 0; i < nb; ++i) {
+        __builtin_prefetch(x[i].qs, 0, 1);
+        __builtin_prefetch(y[i].qs, 0, 1);
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[i].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector float vxmin = vec_splats(GGML_FP16_TO_FP32(x[i].m));
+        vector float vys = {GGML_FP16_TO_FP32(y[i].s), 0.f, 0.f, 0.f};
+        vsumf0 = vec_madd(vxmin, vys, vsumf0);
+
+        vector unsigned long long aux64x2_0 = {(uint64_t)(table_b2b_0[x[i].qh[0]]), (uint64_t)(table_b2b_0[x[i].qh[1]])};
+        vector unsigned long long aux64x2_1 = {(uint64_t)(table_b2b_0[x[i].qh[2]]), (uint64_t)(table_b2b_0[x[i].qh[3]])};
+
+        vector signed char qh0 = (vector signed char)aux64x2_0;
+        vector signed char qh1 = (vector signed char)aux64x2_1;
+
+        vector signed char qxs = (vector signed char)vec_xl( 0, x[i].qs);
+
+        vector signed char q5x0 = vec_or(vec_and(qxs, lowMask), qh0);
+        vector signed char q5x1 = vec_or(vec_sr(qxs, v4), qh1);
+
+        vector signed char q8y0 = vec_xl(  0, y[i].qs);
+        vector signed char q8y1 = vec_xl( 16, y[i].qs);
+
+        vector signed short qv0 = vec_add(vec_mule(q5x0, q8y0), vec_mulo(q5x0, q8y0));
+        vector signed short qv1 = vec_add(vec_mule(q5x1, q8y1), vec_mulo(q5x1, q8y1));
+
+        qv0 = vec_add(qv0, qv1);
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackl(qv0));
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+    // Initialize accumulator with zeros
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    float summs = 0.0f;
+
+    // Main loop
+    for (int i = 0; i < nb; i++) {
+        const __m256 dx = __lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(x[i].d));
+
+        summs += GGML_FP16_TO_FP32(x[i].m) * GGML_FP16_TO_FP32(y[i].s);
+
+        __m256i qx = bytes_from_nibbles_32(x[i].qs);
+        __m256i bxhi = bytes_from_bits_32(x[i].qh);
+        bxhi = __lasx_xvand_v(bxhi, __lasx_xvreplgr2vr_b(0x10));
+        qx = __lasx_xvor_v(qx, bxhi);
+
+        const __m256 dy = __lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(y[i].d));
+        const __m256i qy = __lasx_xvld((const __m256i *)y[i].qs, 0);
+
+        const __m256 q = mul_sum_us8_pairs_float(qx, qy);
+
+        acc = __lasx_xvfmadd_s(q, __lasx_xvfmul_s(dx, dy), acc);
+    }
+
+    *s = hsum_float_8(acc) + summs;
+
 #else
     // scalar
     float sumf = 0.0;
@@ -4589,9 +5368,9 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * restrict s, size_t bs, const void * r
 #if defined(__ARM_FEATURE_MATMUL_INT8)
     if (nrc == 2) {
         const block_q8_0 * restrict vx0 = vx;
-        const block_q8_0 * restrict vx1 = vx + bx;
+        const block_q8_0 * restrict vx1 = (const block_q8_0 *) ((const uint8_t*)vx + bx);
         const block_q8_0 * restrict vy0 = vy;
-        const block_q8_0 * restrict vy1 = vy + by;
+        const block_q8_0 * restrict vy1 = (const block_q8_0 *) ((const uint8_t*)vy + by);
 
         float32x4_t sumv0 = vdupq_n_f32(0.0f);
 
@@ -4613,10 +5392,11 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * restrict s, size_t bs, const void * r
             const int8x16_t y1_l = vld1q_s8(b_y1->qs);
             const int8x16_t y1_h = vld1q_s8(b_y1->qs + 16);
 
-            float32x4_t scale = {GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y0->d),
-                             GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y1->d),
-                             GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y0->d),
-                             GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y1->d)};
+            float32_t _scale[4] = {GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y0->d),
+                                   GGML_FP16_TO_FP32(b_x0->d)*GGML_FP16_TO_FP32(b_y1->d),
+                                   GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y0->d),
+                                   GGML_FP16_TO_FP32(b_x1->d)*GGML_FP16_TO_FP32(b_y1->d)};
+            float32x4_t scale = vld1q_f32(_scale);
 
             int8x16_t l0 = vreinterpretq_s8_s64(vzip1q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
             int8x16_t l1 = vreinterpretq_s8_s64(vzip2q_s64(vreinterpretq_s64_s8(x0_l), vreinterpretq_s64_s8(x1_l)));
@@ -4641,7 +5421,32 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * restrict s, size_t bs, const void * r
         return;
     }
 #endif
-#if defined(__ARM_NEON)
+#if defined(__ARM_FEATURE_SVE)
+    svfloat32_t sumv0 = svdup_n_f32(0.0f);
+    svfloat32_t sumv1 = svdup_n_f32(0.0f);
+
+    assert(nb % 2 == 0); // TODO: handle odd nb
+
+    for (int i = 0; i < nb; i += 2) {
+        const block_q8_0 * restrict x0 = &x[i + 0];
+        const block_q8_0 * restrict x1 = &x[i + 1];
+        const block_q8_0 * restrict y0 = &y[i + 0];
+        const block_q8_0 * restrict y1 = &y[i + 1];
+
+        // load x
+        const svint8_t qx0 = svld1_s8(svptrue_b8(), x0->qs);
+        const svint8_t qx1 = svld1_s8(svptrue_b8(), x1->qs);
+
+        // load y
+        const svint8_t qy0 = svld1_s8(svptrue_b8(), y0->qs);
+        const svint8_t qy1 = svld1_s8(svptrue_b8(), y1->qs);
+
+        sumv0 = svmla_n_f32_x(svptrue_b32(), sumv0, svcvt_f32_s32_x(svptrue_b32(), svdot_s32(svdup_n_s32(0), qx0, qy0)), GGML_FP16_TO_FP32(x0->d)*GGML_FP16_TO_FP32(y0->d));
+        sumv1 = svmla_n_f32_x(svptrue_b32(), sumv1, svcvt_f32_s32_x(svptrue_b32(), svdot_s32(svdup_n_s32(0), qx1, qy1)), GGML_FP16_TO_FP32(x1->d)*GGML_FP16_TO_FP32(y1->d));
+    }
+
+    *s = svaddv_f32(svptrue_b32(), svadd_f32_x(svptrue_b32(), sumv0, sumv1));
+#elif defined(__ARM_NEON)
     float32x4_t sumv0 = vdupq_n_f32(0.0f);
     float32x4_t sumv1 = vdupq_n_f32(0.0f);
 
@@ -4716,6 +5521,66 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * restrict s, size_t bs, const void * r
     }
 
     *s = sumf;
+
+#elif defined(__POWER9_VECTOR__)
+    vector float vsumf0 = vec_splats(0.0f);
+
+#pragma GCC unroll 4
+    for (int i = 0; i < nb; i++) {
+        __builtin_prefetch(x[i].qs, 0, 1);
+        __builtin_prefetch(y[i].qs, 0, 1);
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[i].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed char q8x0 = vec_xl( 0, x[i].qs);
+        vector signed char q8x1 = vec_xl(16, x[i].qs);
+        vector signed char q8y0 = vec_xl( 0, y[i].qs);
+        vector signed char q8y1 = vec_xl(16, y[i].qs);
+
+        vector signed short qv0 = vec_mule(q8x0, q8y0);
+        vector signed short qv1 = vec_mulo(q8x0, q8y0);
+        vector signed short qv2 = vec_mule(q8x1, q8y1);
+        vector signed short qv3 = vec_mulo(q8x1, q8y1);
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackh(qv1));
+        vector signed int vsumi1 = vec_add(vec_unpackl(qv0), vec_unpackl(qv1));
+        vector signed int vsumi2 = vec_add(vec_unpackh(qv2), vec_unpackh(qv3));
+        vector signed int vsumi3 = vec_add(vec_unpackl(qv2), vec_unpackl(qv3));
+
+        vsumi0 = vec_add(vsumi0, vsumi2);
+        vsumi1 = vec_add(vsumi1, vsumi3);
+
+        vsumi0 = vec_add(vsumi0, vsumi1);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+    // Initialize accumulator with zeros
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    // Main loop
+    for (int i = 0; i < nb; ++i) {
+        // Compute combined scale for the block
+        const __m256 d = __lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(x[i].d) * GGML_FP16_TO_FP32(y[i].d));
+        __m256i qx = __lasx_xvld((const __m256i *)x[i].qs, 0);
+        __m256i qy = __lasx_xvld((const __m256i *)y[i].qs, 0);
+
+        const __m256 q = mul_sum_i8_pairs_float(qx, qy);
+
+        // Multiply q with scale and accumulate
+        acc = __lasx_xvfmadd_s( d, q, acc );
+    }
+
+    *s = hsum_float_8(acc);
+
 #else
     // scalar
     float sumf = 0.0;
@@ -4734,7 +5599,6 @@ void ggml_vec_dot_q8_0_q8_0(int n, float * restrict s, size_t bs, const void * r
 #endif
 }
 
-#if QK_K == 256
 void ggml_vec_dot_q2_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
     assert(nrc == 1);
     UNUSED(nrc);
@@ -5071,6 +5935,210 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     *s = sumf;
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0x3);
+    const vector signed char lowScaleMask = vec_splats((signed char)0xF);
+    const vector unsigned char v2 = vec_splats((unsigned char)0x2);
+    const vector unsigned char v6 = vec_splats((unsigned char)0x6);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector float vxmin = vec_splats(GGML_FP16_TO_FP32(x[i].dmin));
+        vector float vdmin = vec_mul(vxmin, vyd);
+
+        vector signed short q8ysums0 = vec_xl( 0, y[i].bsums);
+        vector signed short q8ysums1 = vec_xl(16, y[i].bsums);
+
+        vector signed char q2xmins = (vector signed char)vec_xl( 0, x[i].scales);
+        vector signed char vscales = vec_and(q2xmins, lowScaleMask);
+
+        q2xmins = vec_sr(q2xmins, v4);
+        vector signed short q2xmins0 = vec_unpackh(q2xmins);
+        vector signed short q2xmins1 = vec_unpackl(q2xmins);
+
+        vector signed int prod0 = vec_mule(q2xmins0, q8ysums0);
+        vector signed int prod1 = vec_mulo(q2xmins0, q8ysums0);
+        vector signed int prod2 = vec_mule(q2xmins1, q8ysums1);
+        vector signed int prod3 = vec_mulo(q2xmins1, q8ysums1);
+
+        vsumf0 = vec_nmsub(vec_ctf(prod0, 0), vdmin, vsumf0);
+        vsumf1 = vec_nmsub(vec_ctf(prod1, 0), vdmin, vsumf1);
+        vsumf2 = vec_nmsub(vec_ctf(prod2, 0), vdmin, vsumf2);
+        vsumf3 = vec_nmsub(vec_ctf(prod3, 0), vdmin, vsumf3);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+
+        for (int j = 0; j < QK_K/128; ++j) {
+            __builtin_prefetch(q2, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q2);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q2);
+            q2 += 32;
+
+            vector signed char q2x00 = vec_and(qxs0, lowMask);
+            vector signed char q2x01 = vec_and(vec_sr(qxs0, v2), lowMask);
+            vector signed char q2x02 = vec_and(vec_sr(qxs0, v4), lowMask);
+            vector signed char q2x03 = vec_and(vec_sr(qxs0, v6), lowMask);
+            vector signed char q2x10 = vec_and(qxs1, lowMask);
+            vector signed char q2x11 = vec_and(vec_sr(qxs1, v2), lowMask);
+            vector signed char q2x12 = vec_and(vec_sr(qxs1, v4), lowMask);
+            vector signed char q2x13 = vec_and(vec_sr(qxs1, v6), lowMask);
+
+            vector signed char q8y00 = vec_xl(  0, q8);
+            vector signed char q8y10 = vec_xl( 16, q8);
+            vector signed char q8y01 = vec_xl( 32, q8);
+            vector signed char q8y11 = vec_xl( 48, q8);
+            vector signed char q8y02 = vec_xl( 64, q8);
+            vector signed char q8y12 = vec_xl( 80, q8);
+            vector signed char q8y03 = vec_xl( 96, q8);
+            vector signed char q8y13 = vec_xl(112, q8);
+            q8 += 128;
+
+            vector signed short qv0 = vec_add(vec_mule(q2x00, q8y00), vec_mulo(q2x00, q8y00));
+            vector signed short qv1 = vec_add(vec_mule(q2x01, q8y01), vec_mulo(q2x01, q8y01));
+            vector signed short qv2 = vec_add(vec_mule(q2x02, q8y02), vec_mulo(q2x02, q8y02));
+            vector signed short qv3 = vec_add(vec_mule(q2x03, q8y03), vec_mulo(q2x03, q8y03));
+            vector signed short qv4 = vec_add(vec_mule(q2x10, q8y10), vec_mulo(q2x10, q8y10));
+            vector signed short qv5 = vec_add(vec_mule(q2x11, q8y11), vec_mulo(q2x11, q8y11));
+            vector signed short qv6 = vec_add(vec_mule(q2x12, q8y12), vec_mulo(q2x12, q8y12));
+            vector signed short qv7 = vec_add(vec_mule(q2x13, q8y13), vec_mulo(q2x13, q8y13));
+
+            vector signed short vscales_h = vec_unpackh(vscales);
+            vector signed short vs0 = vec_splat(vscales_h, 0);
+            vector signed short vs1 = vec_splat(vscales_h, 1);
+            vector signed short vs2 = vec_splat(vscales_h, 2);
+            vector signed short vs3 = vec_splat(vscales_h, 3);
+            vector signed short vs4 = vec_splat(vscales_h, 4);
+            vector signed short vs5 = vec_splat(vscales_h, 5);
+            vector signed short vs6 = vec_splat(vscales_h, 6);
+            vector signed short vs7 = vec_splat(vscales_h, 7);
+            vscales = vec_sld(vscales, vscales, 8);
+
+            qv0 = vec_mul(qv0, vs0);
+            qv1 = vec_mul(qv1, vs2);
+            qv2 = vec_mul(qv2, vs4);
+            qv3 = vec_mul(qv3, vs6);
+
+            qv0 = vec_madd(qv4, vs1, qv0);
+            qv1 = vec_madd(qv5, vs3, qv1);
+            qv2 = vec_madd(qv6, vs5, qv2);
+            qv3 = vec_madd(qv7, vs7, qv3);
+
+            vsumi0 = vec_add(vec_unpackh(qv0), vsumi0);
+            vsumi1 = vec_add(vec_unpackh(qv1), vsumi1);
+            vsumi2 = vec_add(vec_unpackh(qv2), vsumi2);
+            vsumi3 = vec_add(vec_unpackh(qv3), vsumi3);
+
+            vsumi4 = vec_add(vec_unpackl(qv0), vsumi4);
+            vsumi5 = vec_add(vec_unpackl(qv1), vsumi5);
+            vsumi6 = vec_add(vec_unpackl(qv2), vsumi6);
+            vsumi7 = vec_add(vec_unpackl(qv3), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined __loongarch_asx
+
+    const __m256i m3 = __lasx_xvreplgr2vr_b(3);
+    const __m128i m4 = __lsx_vreplgr2vr_b(0xF);
+
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    for (int i = 0; i < nb; ++i) {
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
+
+        const uint8_t * restrict q2 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+        const __m128i mins_and_scales = __lsx_vld((const __m128i*)x[i].scales, 0);
+        const __m128i scales8 = __lsx_vand_v(mins_and_scales, m4);
+        const __m128i mins8 = __lsx_vand_v(__lsx_vsrli_h(mins_and_scales, 4), m4);
+        const __m256i mins = lasx_ext8_16(mins8);
+        const __m256i prod = lasx_madd_h(mins, __lasx_xvld((const __m256i*)y[i].bsums, 0));
+
+        acc = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(dmin), __lasx_xvffint_s_w(prod), acc);
+
+        const __m256i all_scales = lasx_ext8_16(scales8);
+        const __m128i l_scales = lasx_extracti128(all_scales, 0);
+        const __m128i h_scales = lasx_extracti128(all_scales, 1);
+        const __m256i scales[2] = {lasx_insertf128(l_scales, l_scales), lasx_insertf128(h_scales, h_scales)};
+
+        __m256i sumi = __lasx_xvldi(0);
+
+        for (int j = 0; j < QK_K/128; ++j) {
+
+            const __m256i q2bits = __lasx_xvld((const __m256i*)q2, 0); q2 += 32;
+
+            const __m256i q8_0 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_1 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_3 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+
+            const __m256i q2_0 = __lasx_xvand_v(q2bits, m3);
+            const __m256i q2_1 = __lasx_xvand_v(__lasx_xvsrli_h(q2bits, 2), m3);
+            const __m256i q2_2 = __lasx_xvand_v(__lasx_xvsrli_h(q2bits, 4), m3);
+            const __m256i q2_3 = __lasx_xvand_v(__lasx_xvsrli_h(q2bits, 6), m3);
+
+            __m256i p0 = lasx_maddubs_h(q2_0, q8_0);
+            __m256i p1 = lasx_maddubs_h(q2_1, q8_1);
+            __m256i p2 = lasx_maddubs_h(q2_2, q8_2);
+            __m256i p3 = lasx_maddubs_h(q2_3, q8_3);
+
+            p0 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(0)), p0);
+            p1 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(1)), p1);
+            p2 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(2)), p2);
+            p3 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(3)), p3);
+
+            p0 = __lasx_xvadd_w(p0, p1);
+            p2 = __lasx_xvadd_w(p2, p3);
+
+            sumi = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p0, p2));
+        }
+
+        acc = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(sumi), acc);
+
+    }
+
+    *s = hsum_float_8(acc);
+
 #else
 
     float sumf = 0;
@@ -5114,271 +6182,6 @@ void ggml_vec_dot_q2_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 #endif
 }
 
-#else
-
-void ggml_vec_dot_q2_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
-    assert(nrc == 1);
-    UNUSED(nrc);
-    UNUSED(bx);
-    UNUSED(by);
-    UNUSED(bs);
-
-    const block_q2_K * restrict x = vx;
-    const block_q8_K * restrict y = vy;
-
-    const int nb = n / QK_K;
-
-#ifdef __ARM_NEON
-    const uint8x16_t m3 = vdupq_n_u8(0x3);
-
-    const int32x4_t vzero = vdupq_n_s32(0);
-
-    ggml_int8x16x4_t q2bytes;
-
-    uint32_t aux32[2];
-    const uint8_t * scales = (const uint8_t *)aux32;
-
-    float sum = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d    =  y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
-
-        const uint8_t * restrict q2 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-        const uint32_t * restrict sc = (const uint32_t *)x[i].scales;
-
-        aux32[0] = sc[0] & 0x0f0f0f0f;
-        aux32[1] = (sc[0] >> 4) & 0x0f0f0f0f;
-
-        sum += dmin * (scales[4] * y[i].bsums[0] + scales[5] * y[i].bsums[1] + scales[6] * y[i].bsums[2] + scales[7] * y[i].bsums[3]);
-
-        int isum1 = 0, isum2 = 0;
-
-        const uint8x16_t q2bits = vld1q_u8(q2);
-
-        const ggml_int8x16x4_t q8bytes = ggml_vld1q_s8_x4(q8);
-
-        q2bytes.val[0] = vreinterpretq_s8_u8(vandq_u8(q2bits, m3));
-        q2bytes.val[1] = vreinterpretq_s8_u8(vandq_u8(vshrq_n_u8(q2bits, 2), m3));
-        q2bytes.val[2] = vreinterpretq_s8_u8(vandq_u8(vshrq_n_u8(q2bits, 4), m3));
-        q2bytes.val[3] = vreinterpretq_s8_u8(vandq_u8(vshrq_n_u8(q2bits, 6), m3));
-
-        isum1 += vaddvq_s32(ggml_vdotq_s32(vzero, q2bytes.val[0], q8bytes.val[0])) * scales[0];
-        isum2 += vaddvq_s32(ggml_vdotq_s32(vzero, q2bytes.val[1], q8bytes.val[1])) * scales[1];
-        isum1 += vaddvq_s32(ggml_vdotq_s32(vzero, q2bytes.val[2], q8bytes.val[2])) * scales[2];
-        isum2 += vaddvq_s32(ggml_vdotq_s32(vzero, q2bytes.val[3], q8bytes.val[3])) * scales[3];
-
-        sum += d * (isum1 + isum2);
-    }
-
-    *s = sum;
-
-#elif defined __AVX2__
-
-    const __m256i m3 = _mm256_set1_epi8(3);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    uint32_t ud, um;
-    const uint8_t * restrict db = (const uint8_t *)&ud;
-    const uint8_t * restrict mb = (const uint8_t *)&um;
-
-    float summs = 0;
-
-    // TODO: optimize this
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
-
-        const uint8_t * restrict q2 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint32_t * restrict sc = (const uint32_t *)x[i].scales;
-        ud = (sc[0] >> 0) & 0x0f0f0f0f;
-        um = (sc[0] >> 4) & 0x0f0f0f0f;
-
-        int32_t smin = mb[0] * y[i].bsums[0] + mb[1] * y[i].bsums[1] + mb[2] * y[i].bsums[2] + mb[3] * y[i].bsums[3];
-        summs += dmin * smin;
-
-        const __m128i q2bits = _mm_loadu_si128((const __m128i*)q2);
-        const __m256i q2_0 = _mm256_and_si256(MM256_SET_M128I(_mm_srli_epi16(q2bits, 2), q2bits), m3);
-        const __m256i q2_1 = _mm256_and_si256(MM256_SET_M128I(_mm_srli_epi16(q2bits, 6), _mm_srli_epi16(q2bits, 4)), m3);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m256i p0 = _mm256_maddubs_epi16(q2_0, q8_0);
-        const __m256i p1 = _mm256_maddubs_epi16(q2_1, q8_1);
-
-        const __m256i p_0 = _mm256_cvtepi16_epi32(_mm256_extracti128_si256(p0, 0));
-        const __m256i p_1 = _mm256_cvtepi16_epi32(_mm256_extracti128_si256(p0, 1));
-        const __m256i p_2 = _mm256_cvtepi16_epi32(_mm256_extracti128_si256(p1, 0));
-        const __m256i p_3 = _mm256_cvtepi16_epi32(_mm256_extracti128_si256(p1, 1));
-
-        acc = _mm256_fmadd_ps(_mm256_set1_ps(d * db[0]), _mm256_cvtepi32_ps(p_0), acc);
-        acc = _mm256_fmadd_ps(_mm256_set1_ps(d * db[1]), _mm256_cvtepi32_ps(p_1), acc);
-        acc = _mm256_fmadd_ps(_mm256_set1_ps(d * db[2]), _mm256_cvtepi32_ps(p_2), acc);
-        acc = _mm256_fmadd_ps(_mm256_set1_ps(d * db[3]), _mm256_cvtepi32_ps(p_3), acc);
-    }
-
-    *s = hsum_float_8(acc) + summs;
-
-#elif defined __AVX__
-
-    const __m128i m3 = _mm_set1_epi8(3);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    uint32_t ud, um;
-    const uint8_t * restrict db = (const uint8_t *)&ud;
-    const uint8_t * restrict mb = (const uint8_t *)&um;
-
-    float summs = 0;
-
-    // TODO: optimize this
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
-
-        const uint8_t * restrict q2 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint32_t * restrict sc = (const uint32_t *)x[i].scales;
-        ud = (sc[0] >> 0) & 0x0f0f0f0f;
-        um = (sc[0] >> 4) & 0x0f0f0f0f;
-
-        int32_t smin = mb[0] * y[i].bsums[0] + mb[1] * y[i].bsums[1] + mb[2] * y[i].bsums[2] + mb[3] * y[i].bsums[3];
-        summs += dmin * smin;
-
-        const __m128i q2bits = _mm_loadu_si128((const __m128i*)q2);
-        const __m128i q2_0 = _mm_and_si128(q2bits, m3);
-        const __m128i q2_1 = _mm_and_si128(_mm_srli_epi16(q2bits, 2), m3);
-        const __m128i q2_2 = _mm_and_si128(_mm_srli_epi16(q2bits, 4), m3);
-        const __m128i q2_3 = _mm_and_si128(_mm_srli_epi16(q2bits, 6), m3);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m128i p0 = _mm_maddubs_epi16(q2_0, _mm256_extractf128_si256(q8_0, 0));
-        const __m128i p1 = _mm_maddubs_epi16(q2_1, _mm256_extractf128_si256(q8_0, 1));
-        const __m128i p2 = _mm_maddubs_epi16(q2_2, _mm256_extractf128_si256(q8_1, 0));
-        const __m128i p3 = _mm_maddubs_epi16(q2_3, _mm256_extractf128_si256(q8_1, 1));
-
-        const __m256i p_0 = MM256_SET_M128I(_mm_cvtepi16_epi32(_mm_unpackhi_epi64(p0, p0)), _mm_cvtepi16_epi32(p0));
-        const __m256i p_1 = MM256_SET_M128I(_mm_cvtepi16_epi32(_mm_unpackhi_epi64(p1, p1)), _mm_cvtepi16_epi32(p1));
-        const __m256i p_2 = MM256_SET_M128I(_mm_cvtepi16_epi32(_mm_unpackhi_epi64(p2, p2)), _mm_cvtepi16_epi32(p2));
-        const __m256i p_3 = MM256_SET_M128I(_mm_cvtepi16_epi32(_mm_unpackhi_epi64(p3, p3)), _mm_cvtepi16_epi32(p3));
-
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_set1_ps(d * db[0]), _mm256_cvtepi32_ps(p_0)), acc);
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_set1_ps(d * db[1]), _mm256_cvtepi32_ps(p_1)), acc);
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_set1_ps(d * db[2]), _mm256_cvtepi32_ps(p_2)), acc);
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_set1_ps(d * db[3]), _mm256_cvtepi32_ps(p_3)), acc);
-    }
-
-    *s = hsum_float_8(acc) + summs;
-
-#elif defined __riscv_v_intrinsic
-
-    uint32_t aux32[2];
-    const uint8_t * scales = (const uint8_t *)aux32;
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d    =  y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
-
-        const uint8_t * restrict q2 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-        const uint32_t * restrict sc = (const uint32_t *)x[i].scales;
-
-        aux32[0] = sc[0] & 0x0f0f0f0f;
-        aux32[1] = (sc[0] >> 4) & 0x0f0f0f0f;
-
-        sumf += dmin * (scales[4] * y[i].bsums[0] + scales[5] * y[i].bsums[1] + scales[6] * y[i].bsums[2] + scales[7] * y[i].bsums[3]);
-
-        int isum1 = 0;
-        int isum2 = 0;
-
-        size_t vl = 16;
-
-        vint16m1_t vzero = __riscv_vmv_v_x_i16m1(0, 1);
-
-        // load Q2
-        vuint8mf2_t q2_x = __riscv_vle8_v_u8mf2(q2, vl);
-
-        vint8mf2_t q2_0 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(q2_x, 0x03, vl));
-        vint8mf2_t q2_1 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(q2_x, 0x2, vl), 0x03 , vl));
-        vint8mf2_t q2_2 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(q2_x, 0x4, vl), 0x03 , vl));
-        vint8mf2_t q2_3 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(q2_x, 0x6, vl), 0x03 , vl));
-
-        // load Q8, and take product with Q2
-        vint16m1_t p0 = __riscv_vwmul_vv_i16m1(q2_0, __riscv_vle8_v_i8mf2(q8, vl), vl);
-        vint16m1_t p1 = __riscv_vwmul_vv_i16m1(q2_1, __riscv_vle8_v_i8mf2(q8+16, vl), vl);
-        vint16m1_t p2 = __riscv_vwmul_vv_i16m1(q2_2, __riscv_vle8_v_i8mf2(q8+32, vl), vl);
-        vint16m1_t p3 = __riscv_vwmul_vv_i16m1(q2_3, __riscv_vle8_v_i8mf2(q8+48, vl), vl);
-
-        vint16m1_t vs_0 = __riscv_vredsum_vs_i16m1_i16m1(p0, vzero, vl);
-        vint16m1_t vs_1 = __riscv_vredsum_vs_i16m1_i16m1(p1, vzero, vl);
-        vint16m1_t vs_2 = __riscv_vredsum_vs_i16m1_i16m1(p2, vzero, vl);
-        vint16m1_t vs_3 = __riscv_vredsum_vs_i16m1_i16m1(p3, vzero, vl);
-
-        isum1 += __riscv_vmv_x_s_i16m1_i16(vs_0) * scales[0];
-        isum2 += __riscv_vmv_x_s_i16m1_i16(vs_1) * scales[1];
-        isum1 += __riscv_vmv_x_s_i16m1_i16(vs_2) * scales[2];
-        isum2 += __riscv_vmv_x_s_i16m1_i16(vs_3) * scales[3];
-
-        sumf += d * (isum1 + isum2);
-
-    }
-
-    *s = sumf;
-
-#else
-
-    float sumf = 0;
-
-    int isum[QK_K/16];
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * q2 = x[i].qs;
-        const  int8_t * q8 = y[i].qs;
-        const uint8_t * sc = x[i].scales;
-
-        int summs = 0;
-        for (int j = 0; j < QK_K/16; ++j) {
-            summs += y[i].bsums[j] * (sc[j] >> 4);
-        }
-
-        const float dall = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const float dmin = y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
-
-        memset(isum, 0, (QK_K/16)*sizeof(int));
-        for (int l =  0; l < 16; ++l) {
-            isum[0] += q8[l+ 0] * ((q2[l] >> 0) & 3);
-            isum[1] += q8[l+16] * ((q2[l] >> 2) & 3);
-            isum[2] += q8[l+32] * ((q2[l] >> 4) & 3);
-            isum[3] += q8[l+48] * ((q2[l] >> 6) & 3);
-        }
-        for (int l = 0; l < QK_K/16; ++l) {
-            isum[l] *= (sc[l] & 0xF);
-        }
-        sumf += dall * (isum[0] + isum[1] + isum[2] + isum[3]) - dmin * summs;
-    }
-    *s = sumf;
-#endif
-}
-#endif
-
-#if QK_K == 256
 void ggml_vec_dot_q3_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
     assert(n % QK_K == 0);
     assert(nrc == 1);
@@ -5835,6 +6638,267 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     *s = sumf;
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0x3);
+    const vector signed char v1 = vec_splats((signed char)0x1);
+    const vector unsigned char v2 = vec_splats((unsigned char)0x2);
+    const vector unsigned char v3 = vec_splats((unsigned char)0x3);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+    const vector unsigned char v6 = vec_splats((unsigned char)0x6);
+    const vector signed char off = vec_splats((signed char)0x20);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        uint32_t aux[3];
+        uint32_t utmp[4];
+
+        memcpy(aux, x[i].scales, 12);
+        utmp[3] = ((aux[1] >> 4) & kmask2) | (((aux[2] >> 6) & kmask1) << 4);
+        utmp[2] = ((aux[0] >> 4) & kmask2) | (((aux[2] >> 4) & kmask1) << 4);
+        utmp[1] = (aux[1] & kmask2) | (((aux[2] >> 2) & kmask1) << 4);
+        utmp[0] = (aux[0] & kmask2) | (((aux[2] >> 0) & kmask1) << 4);
+
+        vector signed char vscales = (vector signed char)vec_xl( 0, utmp);
+        vector signed char qxhs0 = (vector signed char)vec_xl( 0, x[i].hmask);
+        vector signed char qxhs1 = (vector signed char)vec_xl(16, x[i].hmask);
+
+        vscales = vec_sub(vscales, off);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+
+        const uint8_t * restrict q3 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/128; ++j) {
+            __builtin_prefetch(q3, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q3);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q3);
+            q3 += 32;
+
+            //the low 2 bits
+            vector signed char qxs00 = vec_and(qxs0, lowMask);
+            vector signed char qxs01 = vec_and(vec_sr(qxs0, v2), lowMask);
+            vector signed char qxs02 = vec_and(vec_sr(qxs0, v4), lowMask);
+            vector signed char qxs03 = vec_and(vec_sr(qxs0, v6), lowMask);
+            vector signed char qxs10 = vec_and(qxs1, lowMask);
+            vector signed char qxs11 = vec_and(vec_sr(qxs1, v2), lowMask);
+            vector signed char qxs12 = vec_and(vec_sr(qxs1, v4), lowMask);
+            vector signed char qxs13 = vec_and(vec_sr(qxs1, v6), lowMask);
+
+            //the 3rd bit
+            vector signed char qxh00 = vec_sl(vec_andc(v1, qxhs0), v2);
+            vector signed char qxh01 = vec_sl(vec_andc(v1, vec_sr(qxhs0, (vector unsigned char)v1)), v2);
+            vector signed char qxh02 = vec_sl(vec_andc(v1, vec_sr(qxhs0, v2)), v2);
+            vector signed char qxh03 = vec_sl(vec_andc(v1, vec_sr(qxhs0, v3)), v2);
+            vector signed char qxh10 = vec_sl(vec_andc(v1, qxhs1), v2);
+            vector signed char qxh11 = vec_sl(vec_andc(v1, vec_sr(qxhs1, (vector unsigned char)v1)), v2);
+            vector signed char qxh12 = vec_sl(vec_andc(v1, vec_sr(qxhs1, v2)), v2);
+            vector signed char qxh13 = vec_sl(vec_andc(v1, vec_sr(qxhs1, v3)), v2);
+            qxhs0 = vec_sr(qxhs0, v4);
+            qxhs1 = vec_sr(qxhs1, v4);
+
+            vector signed char q3x00 = vec_sub(qxs00, qxh00);
+            vector signed char q3x01 = vec_sub(qxs01, qxh01);
+            vector signed char q3x02 = vec_sub(qxs02, qxh02);
+            vector signed char q3x03 = vec_sub(qxs03, qxh03);
+            vector signed char q3x10 = vec_sub(qxs10, qxh10);
+            vector signed char q3x11 = vec_sub(qxs11, qxh11);
+            vector signed char q3x12 = vec_sub(qxs12, qxh12);
+            vector signed char q3x13 = vec_sub(qxs13, qxh13);
+
+            vector signed char q8y00 = vec_xl(  0, q8);
+            vector signed char q8y10 = vec_xl( 16, q8);
+            vector signed char q8y01 = vec_xl( 32, q8);
+            vector signed char q8y11 = vec_xl( 48, q8);
+            vector signed char q8y02 = vec_xl( 64, q8);
+            vector signed char q8y12 = vec_xl( 80, q8);
+            vector signed char q8y03 = vec_xl( 96, q8);
+            vector signed char q8y13 = vec_xl(112, q8);
+            q8 += 128;
+
+            vector signed short vscales_h = vec_unpackh(vscales);
+            vector signed short vs0 = vec_splat(vscales_h, 0);
+            vector signed short vs1 = vec_splat(vscales_h, 1);
+            vector signed short vs2 = vec_splat(vscales_h, 2);
+            vector signed short vs3 = vec_splat(vscales_h, 3);
+            vector signed short vs4 = vec_splat(vscales_h, 4);
+            vector signed short vs5 = vec_splat(vscales_h, 5);
+            vector signed short vs6 = vec_splat(vscales_h, 6);
+            vector signed short vs7 = vec_splat(vscales_h, 7);
+            vscales = vec_sld(vscales, vscales, 8);
+
+            vector signed short qv00 = vec_add(vec_mule(q3x00, q8y00), vec_mulo(q3x00, q8y00));
+            vector signed short qv01 = vec_add(vec_mule(q3x01, q8y01), vec_mulo(q3x01, q8y01));
+            vector signed short qv02 = vec_add(vec_mule(q3x02, q8y02), vec_mulo(q3x02, q8y02));
+            vector signed short qv03 = vec_add(vec_mule(q3x03, q8y03), vec_mulo(q3x03, q8y03));
+            vector signed short qv10 = vec_add(vec_mule(q3x10, q8y10), vec_mulo(q3x10, q8y10));
+            vector signed short qv11 = vec_add(vec_mule(q3x11, q8y11), vec_mulo(q3x11, q8y11));
+            vector signed short qv12 = vec_add(vec_mule(q3x12, q8y12), vec_mulo(q3x12, q8y12));
+            vector signed short qv13 = vec_add(vec_mule(q3x13, q8y13), vec_mulo(q3x13, q8y13));
+
+            vector signed int vsum0 = vec_add(vec_mule(qv00, vs0), vec_mulo(qv00, vs0));
+            vector signed int vsum1 = vec_add(vec_mule(qv01, vs2), vec_mulo(qv01, vs2));
+            vector signed int vsum2 = vec_add(vec_mule(qv02, vs4), vec_mulo(qv02, vs4));
+            vector signed int vsum3 = vec_add(vec_mule(qv03, vs6), vec_mulo(qv03, vs6));
+            vector signed int vsum4 = vec_add(vec_mule(qv10, vs1), vec_mulo(qv10, vs1));
+            vector signed int vsum5 = vec_add(vec_mule(qv11, vs3), vec_mulo(qv11, vs3));
+            vector signed int vsum6 = vec_add(vec_mule(qv12, vs5), vec_mulo(qv12, vs5));
+            vector signed int vsum7 = vec_add(vec_mule(qv13, vs7), vec_mulo(qv13, vs7));
+
+            vsumi0 = vec_add(vsum0, vsumi0);
+            vsumi1 = vec_add(vsum1, vsumi1);
+            vsumi2 = vec_add(vsum2, vsumi2);
+            vsumi3 = vec_add(vsum3, vsumi3);
+            vsumi4 = vec_add(vsum4, vsumi4);
+            vsumi5 = vec_add(vsum5, vsumi5);
+            vsumi6 = vec_add(vsum6, vsumi6);
+            vsumi7 = vec_add(vsum7, vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined __loongarch_asx
+
+    const __m256i m3 = __lasx_xvreplgr2vr_b(3);
+    const __m256i mone = __lasx_xvreplgr2vr_b(1);
+    const __m128i m32 = __lsx_vreplgr2vr_b(32);
+
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    uint32_t aux[3];
+
+    for (int i = 0; i < nb; ++i) {
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+        // Set up scales
+        memcpy(aux, x[i].scales, 12);
+        __m128i scales128 = lsx_set_w(
+                ((aux[1] >> 4) & kmask2) | (((aux[2] >> 6) & kmask1) << 4),
+                ((aux[0] >> 4) & kmask2) | (((aux[2] >> 4) & kmask1) << 4),
+                (aux[1] & kmask2) | (((aux[2] >> 2) & kmask1) << 4),
+                (aux[0] & kmask2) | (((aux[2] >> 0) & kmask1) << 4));
+        scales128 = __lsx_vsub_b(scales128, m32);
+        const __m256i all_scales = lasx_ext8_16(scales128);
+        const __m128i l_scales = lasx_extracti128(all_scales, 0);
+        const __m128i h_scales = lasx_extracti128(all_scales, 1);
+        const __m256i scales[2] = {lasx_insertf128(l_scales, l_scales), lasx_insertf128(h_scales, h_scales)};
+
+        // high bit
+        const __m256i hbits = __lasx_xvld((const __m256i*)x[i].hmask, 0);
+
+        // integer accumulator
+        __m256i sumi = __lasx_xvldi(0);
+
+        int bit = 0;
+        int is  = 0;
+        __m256i xvbit;
+
+        const uint8_t * restrict q3 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/128; ++j) {
+            // load low 2 bits
+            const __m256i q3bits = __lasx_xvld((const __m256i*)q3, 0); q3 += 32;
+
+            xvbit = __lasx_xvreplgr2vr_h(bit);
+            // prepare low and high bits
+            const __m256i q3l_0 = __lasx_xvand_v(q3bits, m3);
+            const __m256i q3h_0 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvandn_v(hbits, __lasx_xvsll_h(mone, xvbit)), xvbit), 2);
+            ++bit;
+
+            xvbit = __lasx_xvreplgr2vr_h(bit);
+            const __m256i q3l_1 = __lasx_xvand_v(__lasx_xvsrli_h(q3bits, 2), m3);
+            const __m256i q3h_1 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvandn_v(hbits, __lasx_xvsll_h(mone, xvbit)), xvbit), 2);
+            ++bit;
+
+            xvbit = __lasx_xvreplgr2vr_h(bit);
+            const __m256i q3l_2 = __lasx_xvand_v(__lasx_xvsrli_h(q3bits, 4), m3);
+            const __m256i q3h_2 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvandn_v(hbits, __lasx_xvsll_h(mone, xvbit)), xvbit), 2);
+            ++bit;
+
+            xvbit = __lasx_xvreplgr2vr_h(bit);
+            const __m256i q3l_3 = __lasx_xvand_v(__lasx_xvsrli_h(q3bits, 6), m3);
+            const __m256i q3h_3 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvandn_v(hbits, __lasx_xvsll_h(mone, xvbit)), xvbit), 2);
+            ++bit;
+
+            // load Q8 quants
+            const __m256i q8_0 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_1 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_3 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+
+            // Dot product: we multiply the 2 low bits and 1 high bit part separately, so we can use lasx_maddubs_h,
+            // and then subtract. The high bit part has the 2 already subtracted (and so, it is zero if the high bit was not set,
+            // and 2 if the high bit was set)
+            __m256i q8s_0 = lasx_maddubs_h(q3h_0, q8_0);
+            __m256i q8s_1 = lasx_maddubs_h(q3h_1, q8_1);
+            __m256i q8s_2 = lasx_maddubs_h(q3h_2, q8_2);
+            __m256i q8s_3 = lasx_maddubs_h(q3h_3, q8_3);
+
+            __m256i p16_0 = lasx_maddubs_h(q3l_0, q8_0);
+            __m256i p16_1 = lasx_maddubs_h(q3l_1, q8_1);
+            __m256i p16_2 = lasx_maddubs_h(q3l_2, q8_2);
+            __m256i p16_3 = lasx_maddubs_h(q3l_3, q8_3);
+
+            p16_0 = __lasx_xvsub_h(p16_0, q8s_0);
+            p16_1 = __lasx_xvsub_h(p16_1, q8s_1);
+            p16_2 = __lasx_xvsub_h(p16_2, q8s_2);
+            p16_3 = __lasx_xvsub_h(p16_3, q8s_3);
+
+            // multiply with scales
+            p16_0 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(is + 0)), p16_0);
+            p16_1 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(is + 1)), p16_1);
+            p16_2 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(is + 2)), p16_2);
+            p16_3 = lasx_madd_h(lasx_shuffle_b(scales[j], get_scale_shuffle_q3k(is + 3)), p16_3);
+
+            // accumulate
+            p16_0 = __lasx_xvadd_w(p16_0, p16_1);
+            p16_2 = __lasx_xvadd_w(p16_2, p16_3);
+            sumi  = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p16_0, p16_2));
+        }
+        // multiply with block scale and accumulate
+        acc = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(sumi), acc);//FIXME
+    }
+
+    *s = hsum_float_8(acc);
+
 #else
     // scalar version
     // This function is written like this so the compiler can manage to vectorize most of it
@@ -5902,356 +6966,6 @@ void ggml_vec_dot_q3_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
 }
 
-#else
-
-void ggml_vec_dot_q3_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
-    assert(n % QK_K == 0);
-    assert(nrc == 1);
-    UNUSED(nrc);
-    UNUSED(bx);
-    UNUSED(by);
-    UNUSED(bs);
-
-    const block_q3_K * restrict x = vx;
-    const block_q8_K * restrict y = vy;
-
-    const int nb = n / QK_K;
-
-#ifdef __ARM_NEON
-    const int32x4_t vzero = vdupq_n_s32(0);
-
-    const uint8x16_t m3b = vdupq_n_u8(0x3);
-    const uint8x16_t mh  = vdupq_n_u8(4);
-
-    ggml_int8x16x4_t q3bytes;
-
-    uint16_t aux16[2];
-    int8_t * scales = (int8_t *)aux16;
-
-    float sum = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        ggml_uint8x16x4_t q3h;
-
-        const uint8x8_t  hbits    = vld1_u8(x[i].hmask);
-        const uint8x16_t q3bits   = vld1q_u8(x[i].qs);
-        const ggml_int8x16x4_t q8bytes = ggml_vld1q_s8_x4(y[i].qs);
-
-        const uint16_t a = *(const uint16_t *)x[i].scales;
-        aux16[0] = a & 0x0f0f;
-        aux16[1] = (a >> 4) & 0x0f0f;
-
-        for (int j = 0; j < 4; ++j) scales[j] -= 8;
-
-        int32_t isum = -4*(scales[0] * y[i].bsums[0] + scales[2] * y[i].bsums[1] + scales[1] * y[i].bsums[2] + scales[3] * y[i].bsums[3]);
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8x16_t htmp = vcombine_u8(hbits, vshr_n_u8(hbits, 1));
-        q3h.val[0] = vandq_u8(mh, vshlq_n_u8(htmp, 2));
-        q3h.val[1] = vandq_u8(mh, htmp);
-        q3h.val[2] = vandq_u8(mh, vshrq_n_u8(htmp, 2));
-        q3h.val[3] = vandq_u8(mh, vshrq_n_u8(htmp, 4));
-
-        q3bytes.val[0] = vreinterpretq_s8_u8(vorrq_u8(vandq_u8(q3bits, m3b),                q3h.val[0]));
-        q3bytes.val[1] = vreinterpretq_s8_u8(vorrq_u8(vandq_u8(vshrq_n_u8(q3bits, 2), m3b), q3h.val[1]));
-        q3bytes.val[2] = vreinterpretq_s8_u8(vorrq_u8(vandq_u8(vshrq_n_u8(q3bits, 4), m3b), q3h.val[2]));
-        q3bytes.val[3] = vreinterpretq_s8_u8(vorrq_u8(vshrq_n_u8(q3bits, 6),                q3h.val[3]));
-
-        isum += vaddvq_s32(ggml_vdotq_s32(vzero, q3bytes.val[0], q8bytes.val[0])) * scales[0];
-        isum += vaddvq_s32(ggml_vdotq_s32(vzero, q3bytes.val[1], q8bytes.val[1])) * scales[2];
-        isum += vaddvq_s32(ggml_vdotq_s32(vzero, q3bytes.val[2], q8bytes.val[2])) * scales[1];
-        isum += vaddvq_s32(ggml_vdotq_s32(vzero, q3bytes.val[3], q8bytes.val[3])) * scales[3];
-
-        sum += d * isum;
-
-    }
-
-    *s = sum;
-
-#elif defined __AVX2__
-
-    const __m256i m3 = _mm256_set1_epi8(3);
-    const __m256i m1 = _mm256_set1_epi8(1);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    uint64_t aux64;
-
-    uint16_t aux16[2];
-    const int8_t * aux8 = (const int8_t *)aux16;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q3 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint16_t a = *(const uint16_t *)x[i].scales;
-        aux16[0] = a & 0x0f0f;
-        aux16[1] = (a >> 4) & 0x0f0f;
-
-        const __m256i scale_0 = MM256_SET_M128I(_mm_set1_epi16(aux8[2] - 8), _mm_set1_epi16(aux8[0] - 8));
-        const __m256i scale_1 = MM256_SET_M128I(_mm_set1_epi16(aux8[3] - 8), _mm_set1_epi16(aux8[1] - 8));
-
-        memcpy(&aux64, x[i].hmask, 8);
-
-        const __m128i haux = _mm_set_epi64x(aux64 >> 1, aux64 >> 0);
-        __m256i q3h_0 = MM256_SET_M128I(_mm_srli_epi16(haux, 2), haux);
-        __m256i q3h_1 = _mm256_srli_epi16(q3h_0, 4);
-        q3h_0 = _mm256_slli_epi16(_mm256_andnot_si256(q3h_0, m1), 2);
-        q3h_1 = _mm256_slli_epi16(_mm256_andnot_si256(q3h_1, m1), 2);
-
-        // load low 2 bits
-        const __m128i q3bits = _mm_loadu_si128((const __m128i*)q3);
-
-        // prepare low and high bits
-        const __m256i q3aux  = MM256_SET_M128I(_mm_srli_epi16(q3bits, 2), q3bits);
-        const __m256i q3l_0 = _mm256_and_si256(q3aux, m3);
-        const __m256i q3l_1 = _mm256_and_si256(_mm256_srli_epi16(q3aux, 4), m3);
-
-        // load Q8 quants
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        // Dot product: we multiply the 2 low bits and 1 high bit part separately, so we can use _mm256_maddubs_epi16,
-        // and then subtract. The high bit part has the 2 already subtracted (and so, it is zero if the high bit was not set,
-        // and 2 if the high bit was set)
-        const __m256i q8s_0 = _mm256_maddubs_epi16(q3h_0, q8_0);
-        const __m256i q8s_1 = _mm256_maddubs_epi16(q3h_1, q8_1);
-
-        __m256i p16_0 = _mm256_maddubs_epi16(q3l_0, q8_0);
-        __m256i p16_1 = _mm256_maddubs_epi16(q3l_1, q8_1);
-
-        p16_0 = _mm256_sub_epi16(p16_0, q8s_0);
-        p16_1 = _mm256_sub_epi16(p16_1, q8s_1);
-
-        // multiply with scales
-        p16_0 = _mm256_madd_epi16(scale_0, p16_0);
-        p16_1 = _mm256_madd_epi16(scale_1, p16_1);
-
-        p16_0 = _mm256_add_epi32(p16_0, p16_1);
-
-        // multiply with block scale and accumulate
-        acc = _mm256_fmadd_ps(_mm256_broadcast_ss(&d), _mm256_cvtepi32_ps(p16_0), acc);
-
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __AVX__
-
-    const __m128i m3 = _mm_set1_epi8(3);
-    const __m128i m1 = _mm_set1_epi8(1);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    uint64_t aux64;
-
-    uint16_t aux16[2];
-    const int8_t * aux8 = (const int8_t *)aux16;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q3 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint16_t a = *(const uint16_t *)x[i].scales;
-        aux16[0] = a & 0x0f0f;
-        aux16[1] = (a >> 4) & 0x0f0f;
-
-        const __m128i scale_0 = _mm_set1_epi16(aux8[0] - 8);
-        const __m128i scale_1 = _mm_set1_epi16(aux8[2] - 8);
-        const __m128i scale_2 = _mm_set1_epi16(aux8[1] - 8);
-        const __m128i scale_3 = _mm_set1_epi16(aux8[3] - 8);
-
-        memcpy(&aux64, x[i].hmask, 8);
-
-        __m128i q3h_0 = _mm_set_epi64x(aux64 >> 1, aux64 >> 0);
-        __m128i q3h_1 = _mm_srli_epi16(q3h_0, 2);
-        __m128i q3h_2 = _mm_srli_epi16(q3h_0, 4);
-        __m128i q3h_3 = _mm_srli_epi16(q3h_0, 6);
-        q3h_0 = _mm_slli_epi16(_mm_andnot_si128(q3h_0, m1), 2);
-        q3h_1 = _mm_slli_epi16(_mm_andnot_si128(q3h_1, m1), 2);
-        q3h_2 = _mm_slli_epi16(_mm_andnot_si128(q3h_2, m1), 2);
-        q3h_3 = _mm_slli_epi16(_mm_andnot_si128(q3h_3, m1), 2);
-
-        // load low 2 bits
-        const __m128i q3bits = _mm_loadu_si128((const __m128i*)q3);
-
-        // prepare low and high bits
-        const __m128i q3l_0 = _mm_and_si128(q3bits, m3);
-        const __m128i q3l_1 = _mm_and_si128(_mm_srli_epi16(q3bits, 2), m3);
-        const __m128i q3l_2 = _mm_and_si128(_mm_srli_epi16(q3bits, 4), m3);
-        const __m128i q3l_3 = _mm_and_si128(_mm_srli_epi16(q3bits, 6), m3);
-
-        // load Q8 quants
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        // Dot product: we multiply the 2 low bits and 1 high bit part separately, so we can use _mm_maddubs_epi16,
-        // and then subtract. The high bit part has the 2 already subtracted (and so, it is zero if the high bit was not set,
-        // and 2 if the high bit was set)
-        const __m128i q8s_0 = _mm_maddubs_epi16(q3h_0, _mm256_extractf128_si256(q8_0, 0));
-        const __m128i q8s_1 = _mm_maddubs_epi16(q3h_1, _mm256_extractf128_si256(q8_0, 1));
-        const __m128i q8s_2 = _mm_maddubs_epi16(q3h_2, _mm256_extractf128_si256(q8_1, 0));
-        const __m128i q8s_3 = _mm_maddubs_epi16(q3h_3, _mm256_extractf128_si256(q8_1, 1));
-
-        __m128i p16_0 = _mm_maddubs_epi16(q3l_0, _mm256_extractf128_si256(q8_0, 0));
-        __m128i p16_1 = _mm_maddubs_epi16(q3l_1, _mm256_extractf128_si256(q8_0, 1));
-        __m128i p16_2 = _mm_maddubs_epi16(q3l_2, _mm256_extractf128_si256(q8_1, 0));
-        __m128i p16_3 = _mm_maddubs_epi16(q3l_3, _mm256_extractf128_si256(q8_1, 1));
-
-        p16_0 = _mm_sub_epi16(p16_0, q8s_0);
-        p16_1 = _mm_sub_epi16(p16_1, q8s_1);
-        p16_2 = _mm_sub_epi16(p16_2, q8s_2);
-        p16_3 = _mm_sub_epi16(p16_3, q8s_3);
-
-        // multiply with scales
-        p16_0 = _mm_madd_epi16(scale_0, p16_0);
-        p16_1 = _mm_madd_epi16(scale_1, p16_1);
-        p16_2 = _mm_madd_epi16(scale_2, p16_2);
-        p16_3 = _mm_madd_epi16(scale_3, p16_3);
-
-        p16_0 = _mm_add_epi32(p16_0, p16_2);
-        p16_1 = _mm_add_epi32(p16_1, p16_3);
-        __m256i p16 = MM256_SET_M128I(p16_1, p16_0);
-
-        // multiply with block scale and accumulate
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_broadcast_ss(&d), _mm256_cvtepi32_ps(p16)), acc);
-
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __riscv_v_intrinsic
-
-    uint16_t aux16[2];
-    int8_t * scales = (int8_t *)aux16;
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * restrict q3 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint16_t a = *(const uint16_t *)x[i].scales;
-        aux16[0] = a & 0x0f0f;
-        aux16[1] = (a >> 4) & 0x0f0f;
-
-        for (int j = 0; j < 4; ++j) scales[j] -= 8;
-
-        int32_t isum = -4*(scales[0] * y[i].bsums[0] + scales[2] * y[i].bsums[1] + scales[1] * y[i].bsums[2] + scales[3] * y[i].bsums[3]);
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        vint32m1_t vzero = __riscv_vmv_v_x_i32m1(0, 1);
-
-        // load qh
-        vuint8mf4_t qh_x1   = __riscv_vle8_v_u8mf4(x[i].hmask, 8);
-        vuint8mf2_t qh_x2   = __riscv_vlmul_ext_v_u8mf4_u8mf2(__riscv_vsrl_vx_u8mf4(qh_x1, 1, 8));
-
-        size_t vl = 16;
-
-        // extend and combine both qh_x1 and qh_x2
-        vuint8mf2_t qh_x = __riscv_vslideup_vx_u8mf2(__riscv_vlmul_ext_v_u8mf4_u8mf2(qh_x1), qh_x2, vl/2, vl);
-
-        vuint8mf2_t qh_0 = __riscv_vand_vx_u8mf2(__riscv_vsll_vx_u8mf2(qh_x, 0x2, vl), 0x4, vl);
-        vuint8mf2_t qh_1 = __riscv_vand_vx_u8mf2(qh_x, 0x4, vl);
-        vuint8mf2_t qh_2 = __riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(qh_x, 0x2, vl), 0x4, vl);
-        vuint8mf2_t qh_3 = __riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(qh_x, 0x4, vl), 0x4, vl);
-
-        // load Q3
-        vuint8mf2_t q3_x  = __riscv_vle8_v_u8mf2(q3, vl);
-
-        vuint8mf2_t q3h_0 = __riscv_vor_vv_u8mf2(__riscv_vand_vx_u8mf2(q3_x, 0x3, vl), qh_0, vl);
-        vuint8mf2_t q3h_1 = __riscv_vor_vv_u8mf2(__riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(q3_x, 2, vl), 0x3, vl), qh_1, vl);
-        vuint8mf2_t q3h_2 = __riscv_vor_vv_u8mf2(__riscv_vand_vx_u8mf2(__riscv_vsrl_vx_u8mf2(q3_x, 4, vl), 0x3, vl), qh_2, vl);
-        vuint8mf2_t q3h_3 = __riscv_vor_vv_u8mf2(__riscv_vsrl_vx_u8mf2(q3_x, 0x6, vl), qh_3, vl);
-
-        vint8mf2_t q3_0 = __riscv_vreinterpret_v_u8mf2_i8mf2(q3h_0);
-        vint8mf2_t q3_1 = __riscv_vreinterpret_v_u8mf2_i8mf2(q3h_1);
-        vint8mf2_t q3_2 = __riscv_vreinterpret_v_u8mf2_i8mf2(q3h_2);
-        vint8mf2_t q3_3 = __riscv_vreinterpret_v_u8mf2_i8mf2(q3h_3);
-
-        // load Q8 and take product with Q3
-        vint16m1_t p0 = __riscv_vwmul_vv_i16m1(q3_0, __riscv_vle8_v_i8mf2(q8, vl), vl);
-        vint16m1_t p1 = __riscv_vwmul_vv_i16m1(q3_1, __riscv_vle8_v_i8mf2(q8+16, vl), vl);
-        vint16m1_t p2 = __riscv_vwmul_vv_i16m1(q3_2, __riscv_vle8_v_i8mf2(q8+32, vl), vl);
-        vint16m1_t p3 = __riscv_vwmul_vv_i16m1(q3_3, __riscv_vle8_v_i8mf2(q8+48, vl), vl);
-
-        vint32m1_t vs_0 = __riscv_vwredsum_vs_i16m1_i32m1(p0, vzero, vl);
-        vint32m1_t vs_1 = __riscv_vwredsum_vs_i16m1_i32m1(p1, vzero, vl);
-        vint32m1_t vs_2 = __riscv_vwredsum_vs_i16m1_i32m1(p2, vzero, vl);
-        vint32m1_t vs_3 = __riscv_vwredsum_vs_i16m1_i32m1(p3, vzero, vl);
-
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_0) * scales[0];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_1) * scales[2];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_2) * scales[1];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_3) * scales[3];
-
-        sumf += d * isum;
-
-    }
-
-    *s = sumf;
-
-#else
-
-    int8_t  aux8[QK_K];
-    int16_t aux16[8];
-    float   sums [8];
-    int32_t aux32[8];
-    int32_t scales[4];
-    memset(sums, 0, 8*sizeof(float));
-
-    float sumf = 0;
-    for (int i = 0; i < nb; ++i) {
-        const uint8_t * restrict q3 = x[i].qs;
-        const uint8_t * restrict hm = x[i].hmask;
-        const  int8_t * restrict q8 = y[i].qs;
-        int8_t * restrict a = aux8;
-        for (int l = 0; l < 8; ++l) {
-            a[l+ 0] = (int8_t)((q3[l+0] >> 0) & 3) - (hm[l] & 0x01 ? 0 : 4);
-            a[l+ 8] = (int8_t)((q3[l+8] >> 0) & 3) - (hm[l] & 0x02 ? 0 : 4);
-            a[l+16] = (int8_t)((q3[l+0] >> 2) & 3) - (hm[l] & 0x04 ? 0 : 4);
-            a[l+24] = (int8_t)((q3[l+8] >> 2) & 3) - (hm[l] & 0x08 ? 0 : 4);
-            a[l+32] = (int8_t)((q3[l+0] >> 4) & 3) - (hm[l] & 0x10 ? 0 : 4);
-            a[l+40] = (int8_t)((q3[l+8] >> 4) & 3) - (hm[l] & 0x20 ? 0 : 4);
-            a[l+48] = (int8_t)((q3[l+0] >> 6) & 3) - (hm[l] & 0x40 ? 0 : 4);
-            a[l+56] = (int8_t)((q3[l+8] >> 6) & 3) - (hm[l] & 0x80 ? 0 : 4);
-        }
-
-        scales[0] = (x[i].scales[0] & 0xF) - 8;
-        scales[1] = (x[i].scales[0] >>  4) - 8;
-        scales[2] = (x[i].scales[1] & 0xF) - 8;
-        scales[3] = (x[i].scales[1] >>  4) - 8;
-
-        memset(aux32, 0, 8*sizeof(int32_t));
-        for (int j = 0; j < QK_K/16; ++j) {
-            for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l];
-            q8 += 8; a += 8;
-            for (int l = 0; l < 8; ++l) aux16[l] += q8[l] * a[l];
-            q8 += 8; a += 8;
-            for (int l = 0; l < 8; ++l) aux32[l] += scales[j] * aux16[l];
-        }
-        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
-        for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l];
-    }
-    for (int l = 0; l < 8; ++l) sumf += sums[l];
-    *s = sumf;
-
-#endif
-
-}
-#endif
-
-#if QK_K == 256
 void ggml_vec_dot_q4_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
     assert(n % QK_K == 0);
     assert(nrc == 1);
@@ -6553,8 +7267,205 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     *s = sumf;
 
-#else
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
 
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector float vxmin = vec_splats(GGML_FP16_TO_FP32(x[i].dmin));
+        vector float vdmin = vec_mul(vxmin, vyd);
+
+        vector signed short q8ysums0 = vec_xl( 0, y[i].bsums);
+        vector signed short q8ysums1 = vec_xl(16, y[i].bsums);
+
+        memcpy(utmp, x[i].scales, 12);
+
+        utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4);
+        const uint32_t uaux = utmp[1] & kmask1;
+        utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4);
+        utmp[2] = uaux;
+        utmp[0] &= kmask1;
+
+        vector signed char utmps = (vector signed char)vec_xl( 0, utmp);
+        vector signed short vscales = vec_unpackh(utmps);
+        vector signed short q4xmins = vec_unpackl(utmps);
+        vector signed short q4xmins0 = vec_mergeh(q4xmins, q4xmins);
+        vector signed short q4xmins1 = vec_mergel(q4xmins, q4xmins);
+
+        vector signed int prod0 = vec_mule(q4xmins0, q8ysums0);
+        vector signed int prod1 = vec_mule(q4xmins1, q8ysums1);
+        vector signed int prod2 = vec_mulo(q4xmins0, q8ysums0);
+        vector signed int prod3 = vec_mulo(q4xmins1, q8ysums1);
+
+        vsumf0 = vec_nmsub(vec_ctf(prod0, 0), vdmin, vsumf0);
+        vsumf1 = vec_nmsub(vec_ctf(prod1, 0), vdmin, vsumf1);
+        vsumf2 = vec_nmsub(vec_ctf(prod2, 0), vdmin, vsumf2);
+        vsumf3 = vec_nmsub(vec_ctf(prod3, 0), vdmin, vsumf3);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint8_t * restrict q4 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/64; j+=2) {
+            __builtin_prefetch(q4, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q4);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q4);
+            vector signed char qxs2 = (vector signed char)vec_xl(32, q4);
+            vector signed char qxs3 = (vector signed char)vec_xl(48, q4);
+            q4 += 64;
+
+            vector signed char q4x00 = vec_and(qxs0, lowMask);
+            vector signed char q4x01 = vec_sr(qxs0, v4);
+            vector signed char q4x10 = vec_and(qxs1, lowMask);
+            vector signed char q4x11 = vec_sr(qxs1, v4);
+            vector signed char q4x20 = vec_and(qxs2, lowMask);
+            vector signed char q4x21 = vec_sr(qxs2, v4);
+            vector signed char q4x30 = vec_and(qxs3, lowMask);
+            vector signed char q4x31 = vec_sr(qxs3, v4);
+
+            vector signed char q8y00 = vec_xl(  0, q8);
+            vector signed char q8y10 = vec_xl( 16, q8);
+            vector signed char q8y01 = vec_xl( 32, q8);
+            vector signed char q8y11 = vec_xl( 48, q8);
+            vector signed char q8y20 = vec_xl( 64, q8);
+            vector signed char q8y30 = vec_xl( 80, q8);
+            vector signed char q8y21 = vec_xl( 96, q8);
+            vector signed char q8y31 = vec_xl(112, q8);
+            q8 += 128;
+
+            vector signed short qv00 = vec_add(vec_mule(q4x00, q8y00), vec_mulo(q4x00, q8y00));
+            vector signed short qv01 = vec_add(vec_mule(q4x01, q8y01), vec_mulo(q4x01, q8y01));
+            vector signed short qv10 = vec_add(vec_mule(q4x10, q8y10), vec_mulo(q4x10, q8y10));
+            vector signed short qv11 = vec_add(vec_mule(q4x11, q8y11), vec_mulo(q4x11, q8y11));
+            vector signed short qv20 = vec_add(vec_mule(q4x20, q8y20), vec_mulo(q4x20, q8y20));
+            vector signed short qv21 = vec_add(vec_mule(q4x21, q8y21), vec_mulo(q4x21, q8y21));
+            vector signed short qv30 = vec_add(vec_mule(q4x30, q8y30), vec_mulo(q4x30, q8y30));
+            vector signed short qv31 = vec_add(vec_mule(q4x31, q8y31), vec_mulo(q4x31, q8y31));
+
+            vector signed short vs0 = vec_splat(vscales, 0);
+            vector signed short vs1 = vec_splat(vscales, 1);
+            vector signed short vs2 = vec_splat(vscales, 2);
+            vector signed short vs3 = vec_splat(vscales, 3);
+            vscales = vec_sld(vscales, vscales, 8);
+
+            qv00 = vec_add(qv00, qv10);
+            qv10 = vec_add(qv01, qv11);
+            qv20 = vec_add(qv20, qv30);
+            qv30 = vec_add(qv21, qv31);
+
+            vsumi0 = vec_add(vec_mule(qv00, vs0), vsumi0);
+            vsumi1 = vec_add(vec_mulo(qv00, vs0), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv10, vs1), vsumi2);
+            vsumi3 = vec_add(vec_mulo(qv10, vs1), vsumi3);
+            vsumi4 = vec_add(vec_mule(qv20, vs2), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv20, vs2), vsumi5);
+            vsumi6 = vec_add(vec_mule(qv30, vs3), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv30, vs3), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined __loongarch_asx
+
+    const __m256i m4 = __lasx_xvreplgr2vr_b(0xF);
+
+    __m256 acc = (__m256)__lasx_xvldi(0);
+    __m128 acc_m = (__m128)__lsx_vldi(0);
+
+   for (int i = 0; i < nb; ++i) {
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
+
+        memcpy(utmp, x[i].scales, 12);
+
+        const uint8_t * restrict q4 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        const __m256i mins_and_scales = lasx_extu8_16(lsx_set_w(utmp[3], utmp[2], utmp[1], utmp[0]));
+
+        const __m256i q8sums = __lasx_xvld((const __m256i*)y[i].bsums, 0);
+        const __m128i q8s = lsx_hadd_h(lasx_extracti128(q8sums, 0), lasx_extracti128(q8sums, 1));
+        const __m128i prod = lsx_madd_h(lasx_extracti128(mins_and_scales, 1), q8s);
+        acc_m = __lsx_vfmadd_s(__lsx_vreplfr2vr_s(dmin), __lsx_vffint_s_w(prod), acc_m);
+
+        const __m128i sc128  = lasx_extracti128(mins_and_scales, 0);
+        const __m256i scales = lasx_insertf128(sc128, sc128);
+
+        __m256i sumi = __lasx_xvldi(0);
+
+        for (int j = 0; j < QK_K/64; ++j) {
+
+            const __m256i scale_l = lasx_shuffle_b(scales, get_scale_shuffle_k4(2*j+0));
+            const __m256i scale_h = lasx_shuffle_b(scales, get_scale_shuffle_k4(2*j+1));
+
+            const __m256i q4bits = __lasx_xvld((const __m256i*)q4, 0); q4 += 32;
+            const __m256i q4l = __lasx_xvand_v(q4bits, m4);
+            const __m256i q4h = __lasx_xvand_v(__lasx_xvsrli_h(q4bits, 4), m4);
+
+            const __m256i q8l = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            __m256i p16l = lasx_maddubs_h(q4l, q8l);
+            p16l = lasx_madd_h(scale_l, p16l);
+
+            const __m256i q8h = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            __m256i p16h = lasx_maddubs_h(q4h, q8h);
+            p16h = lasx_madd_h(scale_h, p16h);
+            const __m256i sumj = __lasx_xvadd_w(p16l, p16h);
+
+            sumi = __lasx_xvadd_w(sumi, sumj);
+        }
+
+        __m256 vd = __lasx_xvreplfr2vr_s(d);
+        acc = __lasx_xvfmadd_s(vd, __lasx_xvffint_s_w(sumi), acc);
+    }
+
+    acc_m = __lsx_vfadd_s(acc_m, (__m128)__lsx_vpermi_w((__m128i)acc_m, (__m128i)acc_m, 0xee));
+    __m128i tmp1 = __lsx_vinsgr2vr_w(__lsx_vldi(0), __lsx_vpickve2gr_w((__m128i)acc_m, 1), 0);
+    acc_m = __lsx_vfadd_s(acc_m, (__m128)tmp1);
+
+    ft_union fi;
+    fi.i = __lsx_vpickve2gr_w(acc_m, 0);
+    *s = hsum_float_8(acc) + fi.f ;
+
+#else
 
     const uint8_t * scales = (const uint8_t*)&utmp[0];
     const uint8_t * mins   = (const uint8_t*)&utmp[2];
@@ -6612,255 +7523,7 @@ void ggml_vec_dot_q4_K_q8_K(int n, float * restrict s, size_t bs, const void * r
     *s = sumf;
 #endif
 }
-#else
-void ggml_vec_dot_q4_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
-    assert(n % QK_K == 0);
-    assert(nrc == 1);
-    UNUSED(nrc);
-    UNUSED(bx);
-    UNUSED(by);
-    UNUSED(bs);
 
-    const block_q4_K * restrict x = vx;
-    const block_q8_K * restrict y = vy;
-
-    const int nb = n / QK_K;
-
-#ifdef __ARM_NEON
-    const uint8x16_t m4b = vdupq_n_u8(0xf);
-
-    const int32x4_t mzero = vdupq_n_s32(0);
-
-    float sumf = 0;
-
-    ggml_int8x16x2_t q4bytes;
-    ggml_int8x16x4_t q8bytes;
-
-    float sum_mins = 0.f;
-
-    uint16_t aux16[2];
-    const uint8_t * restrict scales = (const uint8_t *)aux16;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * restrict q4 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint16_t * restrict a = (const uint16_t *)x[i].scales;
-        aux16[0] = a[0] & 0x0f0f;
-        aux16[1] = (a[0] >> 4) & 0x0f0f;
-
-        const int32_t summi = scales[2] * (y[i].bsums[0] + y[i].bsums[1]) + scales[3] * (y[i].bsums[2] + y[i].bsums[3]);
-        sum_mins += y[i].d * GGML_FP16_TO_FP32(x[i].d[1]) * summi;
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d[0]);
-
-        const ggml_uint8x16x2_t q4bits = ggml_vld1q_u8_x2(q4);
-
-        q8bytes = ggml_vld1q_s8_x4(q8);
-        q4bytes.val[0] = vreinterpretq_s8_u8(vandq_u8  (q4bits.val[0], m4b));
-        q4bytes.val[1] = vreinterpretq_s8_u8(vandq_u8  (q4bits.val[1], m4b));
-
-        const int32x4_t p1 = ggml_vdotq_s32(ggml_vdotq_s32(mzero, q4bytes.val[0], q8bytes.val[0]), q4bytes.val[1], q8bytes.val[1]);
-        const int32_t sumi1 = vaddvq_s32(p1) * scales[0];
-
-        q4bytes.val[0] = vreinterpretq_s8_u8(vshrq_n_u8(q4bits.val[0], 4));
-        q4bytes.val[1] = vreinterpretq_s8_u8(vshrq_n_u8(q4bits.val[1], 4));
-
-        const int32x4_t p2 = ggml_vdotq_s32(ggml_vdotq_s32(mzero, q4bytes.val[0], q8bytes.val[2]), q4bytes.val[1], q8bytes.val[3]);
-        const int32_t sumi2 = vaddvq_s32(p2) * scales[1];
-
-        sumf += d * (sumi1 + sumi2);
-    }
-
-    *s = sumf - sum_mins;
-
-#elif defined __AVX2__
-
-    const __m256i m4 = _mm256_set1_epi8(0xF);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    float summs = 0;
-
-    uint16_t aux16[2];
-    const uint8_t * scales = (const uint8_t *)aux16;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = GGML_FP16_TO_FP32(x[i].d[0]) * y[i].d;
-        const float m = GGML_FP16_TO_FP32(x[i].d[1]) * y[i].d;
-        const __m256 vd = _mm256_set1_ps(d);
-
-        const uint16_t * a = (const uint16_t *)x[i].scales;
-        aux16[0] = a[0] & 0x0f0f;
-        aux16[1] = (a[0] >> 4) & 0x0f0f;
-
-        summs += m * (scales[2] * (y[i].bsums[0] + y[i].bsums[1]) + scales[3] * (y[i].bsums[2] + y[i].bsums[3]));
-
-        const uint8_t * restrict q4 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const __m256i q4bits = _mm256_loadu_si256((const __m256i*)q4);
-        const __m256i q4l = _mm256_and_si256(q4bits, m4);
-        const __m256i q4h = _mm256_and_si256(_mm256_srli_epi16(q4bits, 4), m4);
-
-        const __m256i q8l = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8h = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m256i p16l = _mm256_maddubs_epi16(q4l, q8l);
-        const __m256i p16h = _mm256_maddubs_epi16(q4h, q8h);
-
-        const __m256i p32l = _mm256_madd_epi16(_mm256_set1_epi16(scales[0]), p16l);
-        acc = _mm256_fmadd_ps(vd, _mm256_cvtepi32_ps(p32l), acc);
-
-        const __m256i p32h = _mm256_madd_epi16(_mm256_set1_epi16(scales[1]), p16h);
-        acc = _mm256_fmadd_ps(vd, _mm256_cvtepi32_ps(p32h), acc);
-
-    }
-
-    *s = hsum_float_8(acc) - summs;
-
-#elif defined __AVX__
-
-    const __m128i m4 = _mm_set1_epi8(0xF);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    float summs = 0;
-
-    uint16_t aux16[2];
-    const uint8_t * scales = (const uint8_t *)aux16;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = GGML_FP16_TO_FP32(x[i].d[0]) * y[i].d;
-        const float m = GGML_FP16_TO_FP32(x[i].d[1]) * y[i].d;
-        const __m256 vd = _mm256_set1_ps(d);
-
-        const uint16_t * a = (const uint16_t *)x[i].scales;
-        aux16[0] = a[0] & 0x0f0f;
-        aux16[1] = (a[0] >> 4) & 0x0f0f;
-
-        summs += m * (scales[2] * (y[i].bsums[0] + y[i].bsums[1]) + scales[3] * (y[i].bsums[2] + y[i].bsums[3]));
-
-        const uint8_t * restrict q4 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const __m256i q4bits = _mm256_loadu_si256((const __m256i*)q4);
-        const __m128i q4bits_0 = _mm256_extractf128_si256(q4bits, 0);
-        const __m128i q4bits_1 = _mm256_extractf128_si256(q4bits, 1);
-        const __m128i q4_0 = _mm_and_si128(q4bits_0, m4);
-        const __m128i q4_1 = _mm_and_si128(q4bits_1, m4);
-        const __m128i q4_2 = _mm_and_si128(_mm_srli_epi16(q4bits_0, 4), m4);
-        const __m128i q4_3 = _mm_and_si128(_mm_srli_epi16(q4bits_1, 4), m4);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m128i p16_0 = _mm_maddubs_epi16(q4_0, _mm256_extractf128_si256(q8_0, 0));
-        const __m128i p16_1 = _mm_maddubs_epi16(q4_1, _mm256_extractf128_si256(q8_0, 1));
-        const __m128i p16_2 = _mm_maddubs_epi16(q4_2, _mm256_extractf128_si256(q8_1, 0));
-        const __m128i p16_3 = _mm_maddubs_epi16(q4_3, _mm256_extractf128_si256(q8_1, 1));
-
-        const __m128i p32_0 = _mm_madd_epi16(_mm_set1_epi16(scales[0]), p16_0);
-        const __m128i p32_1 = _mm_madd_epi16(_mm_set1_epi16(scales[0]), p16_1);
-        acc = _mm256_add_ps(_mm256_mul_ps(vd, _mm256_cvtepi32_ps(MM256_SET_M128I(p32_1, p32_0))), acc);
-
-        const __m128i p32_2 = _mm_madd_epi16(_mm_set1_epi16(scales[1]), p16_2);
-        const __m128i p32_3 = _mm_madd_epi16(_mm_set1_epi16(scales[1]), p16_3);
-        acc = _mm256_add_ps(_mm256_mul_ps(vd, _mm256_cvtepi32_ps(MM256_SET_M128I(p32_3, p32_2))), acc);
-
-    }
-
-    *s = hsum_float_8(acc) - summs;
-
-#elif defined __riscv_v_intrinsic
-
-    uint16_t s16[2];
-    const uint8_t * restrict scales = (const uint8_t *)s16;
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * restrict q4 = x[i].qs;
-        const  int8_t * restrict q8 = y[i].qs;
-
-        const uint16_t * restrict b = (const uint16_t *)x[i].scales;
-        s16[0] = b[0] & 0x0f0f;
-        s16[1] = (b[0] >> 4) & 0x0f0f;
-
-        sumf -= y[i].d * GGML_FP16_TO_FP32(x[i].d[1]) * (scales[2] * (y[i].bsums[0] + y[i].bsums[1]) + scales[3] * (y[i].bsums[2] + y[i].bsums[3]));
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d[0]);
-
-        size_t vl = 32;
-
-        vint16m1_t vzero = __riscv_vmv_v_x_i16m1(0, 1);
-
-        // load Q4
-        vuint8m1_t q4_x = __riscv_vle8_v_u8m1(q4, vl);
-
-        // load Q8 and multiply it with lower Q4 nibble
-        vint8m1_t  q4_a = __riscv_vreinterpret_v_u8m1_i8m1(__riscv_vand_vx_u8m1(q4_x, 0x0F, vl));
-        vint16m2_t va_0 = __riscv_vwmul_vv_i16m2(q4_a, __riscv_vle8_v_i8m1(q8, vl), vl);
-        vint16m1_t aux1 = __riscv_vredsum_vs_i16m2_i16m1(va_0, vzero, vl);
-
-        sumf += d*scales[0]*__riscv_vmv_x_s_i16m1_i16(aux1);
-
-        // load Q8 and multiply it with upper Q4 nibble
-        vint8m1_t  q4_s = __riscv_vreinterpret_v_u8m1_i8m1(__riscv_vsrl_vx_u8m1(q4_x, 0x04, vl));
-        vint16m2_t va_1 = __riscv_vwmul_vv_i16m2(q4_s, __riscv_vle8_v_i8m1(q8+32, vl), vl);
-        vint16m1_t aux2 = __riscv_vredsum_vs_i16m2_i16m1(va_1, vzero, vl);
-
-        sumf += d*scales[1]*__riscv_vmv_x_s_i16m1_i16(aux2);
-
-    }
-
-    *s = sumf;
-
-#else
-
-    uint8_t aux8[QK_K];
-    int16_t aux16[16];
-    float   sums [8];
-    memset(sums, 0, 8*sizeof(float));
-
-    uint16_t s16[2];
-    const uint8_t * restrict scales = (const uint8_t *)s16;
-
-    float sumf = 0;
-    for (int i = 0; i < nb; ++i) {
-        const uint8_t * restrict q4 = x[i].qs;
-        const  int8_t * restrict q8 = y[i].qs;
-        uint8_t * restrict a = aux8;
-        for (int l = 0; l < 32; ++l) a[l+ 0] = q4[l] & 0xF;
-        for (int l = 0; l < 32; ++l) a[l+32] = q4[l]  >> 4;
-
-        const uint16_t * restrict b = (const uint16_t *)x[i].scales;
-        s16[0] = b[0] & 0x0f0f;
-        s16[1] = (b[0] >> 4) & 0x0f0f;
-
-        sumf -= y[i].d * GGML_FP16_TO_FP32(x[i].d[1]) * (scales[2] * (y[i].bsums[0] + y[i].bsums[1]) + scales[3] * (y[i].bsums[2] + y[i].bsums[3]));
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d[0]);
-
-        for (int j = 0; j < QK_K/32; ++j) {
-            for (int l = 0; l < 16; ++l) aux16[l] = q8[l] * a[l];
-            q8 += 16; a += 16;
-            for (int l = 0; l < 16; ++l) aux16[l] += q8[l] * a[l];
-            q8 += 16; a += 16;
-            const float dl = d * scales[j];
-            for (int l = 0; l < 8; ++l) sums[l] += dl * (aux16[l] + aux16[l+8]);
-        }
-    }
-    for (int l = 0; l < 8; ++l) sumf += sums[l];
-    *s = sumf;
-#endif
-}
-#endif
-
-#if QK_K == 256
 void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy,  size_t by, int nrc) {
     assert(n % QK_K == 0);
     assert(nrc == 1);
@@ -6958,12 +7621,10 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     float summs = 0.f;
 
-   for (int i = 0; i < nb; ++i) {
-
+    for (int i = 0; i < nb; ++i) {
         const uint8_t * restrict q5 = x[i].qs;
         const int8_t  * restrict q8 = y[i].qs;
 
-#if QK_K == 256
         const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
         const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
 
@@ -6973,10 +7634,6 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * r
         utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4);
         utmp[2] = uaux;
         utmp[0] &= kmask1;
-#else
-        // TODO
-        const float d = 0, dmin = 0;
-#endif
 
         const __m256i mins_and_scales = _mm256_cvtepu8_epi16(_mm_set_epi32(utmp[3], utmp[2], utmp[1], utmp[0]));
 
@@ -7220,6 +7877,206 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     *s = sumf+sums;
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v1 = vec_splats((unsigned char)0x1);
+    const vector unsigned char v2 = vec_splats((unsigned char)0x2);
+    const vector unsigned char v3 = vec_splats((unsigned char)0x3);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector float vxmin = vec_splats(GGML_FP16_TO_FP32(x[i].dmin));
+        vector float vdmin = vec_mul(vxmin, vyd);
+
+        memcpy(utmp, x[i].scales, 12);
+
+        utmp[3] = ((utmp[2] >> 4) & kmask2) | (((utmp[1] >> 6) & kmask3) << 4);
+        const uint32_t uaux = utmp[1] & kmask1;
+        utmp[1] = (utmp[2] & kmask2) | (((utmp[0] >> 6) & kmask3) << 4);
+        utmp[2] = uaux;
+        utmp[0] &= kmask1;
+
+        vector signed short q8ysums0 = vec_xl( 0, y[i].bsums);
+        vector signed short q8ysums1 = vec_xl(16, y[i].bsums);
+
+        vector signed char utmps = (vector signed char)vec_xl( 0, utmp);
+        vector signed short vscales = vec_unpackh(utmps);
+
+        vector signed short q5xmins = vec_unpackl(utmps);
+        vector signed short q5xmins0 = vec_mergeh(q5xmins, q5xmins);
+        vector signed short q5xmins1 = vec_mergel(q5xmins, q5xmins);
+
+        vector signed int prod0 = vec_mule(q5xmins0, q8ysums0);
+        vector signed int prod1 = vec_mule(q5xmins1, q8ysums1);
+        vector signed int prod2 = vec_mulo(q5xmins0, q8ysums0);
+        vector signed int prod3 = vec_mulo(q5xmins1, q8ysums1);
+
+        vsumf0 = vec_nmsub(vec_ctf(prod0, 0), vdmin, vsumf0);
+        vsumf1 = vec_nmsub(vec_ctf(prod1, 0), vdmin, vsumf1);
+        vsumf2 = vec_nmsub(vec_ctf(prod2, 0), vdmin, vsumf2);
+        vsumf3 = vec_nmsub(vec_ctf(prod3, 0), vdmin, vsumf3);
+
+        vector signed char qxhs0 = (vector signed char)vec_xl( 0, x[i].qh);
+        vector signed char qxhs1 = (vector signed char)vec_xl(16, x[i].qh);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+
+        const uint8_t * restrict q5 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/64; ++j) {
+            __builtin_prefetch(q5, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q5);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q5);
+            q5 += 32;
+
+            vector signed char qxs00 = vec_and(qxs0, lowMask);
+            vector signed char qxs01 = vec_sr(qxs0, v4);
+            vector signed char qxs10 = vec_and(qxs1, lowMask);
+            vector signed char qxs11 = vec_sr(qxs1, v4);
+
+            vector signed char q5h00 = vec_sl(vec_and((vector signed char)v1, qxhs0), v4);
+            vector signed char q5h01 = vec_sl(vec_and((vector signed char)v2, qxhs0), v3);
+            vector signed char q5h10 = vec_sl(vec_and((vector signed char)v1, qxhs1), v4);
+            vector signed char q5h11 = vec_sl(vec_and((vector signed char)v2, qxhs1), v3);
+            qxhs0 = vec_sr(qxhs0, v2);
+            qxhs1 = vec_sr(qxhs1, v2);
+
+            vector signed char q5x00 = vec_or(q5h00, qxs00);
+            vector signed char q5x01 = vec_or(q5h01, qxs01);
+            vector signed char q5x10 = vec_or(q5h10, qxs10);
+            vector signed char q5x11 = vec_or(q5h11, qxs11);
+
+            vector signed char q8y00 = vec_xl( 0, q8);
+            vector signed char q8y10 = vec_xl(16, q8);
+            vector signed char q8y01 = vec_xl(32, q8);
+            vector signed char q8y11 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv00 = vec_add(vec_mule(q5x00, q8y00), vec_mulo(q5x00, q8y00));
+            vector signed short qv01 = vec_add(vec_mule(q5x01, q8y01), vec_mulo(q5x01, q8y01));
+            vector signed short qv10 = vec_add(vec_mule(q5x10, q8y10), vec_mulo(q5x10, q8y10));
+            vector signed short qv11 = vec_add(vec_mule(q5x11, q8y11), vec_mulo(q5x11, q8y11));
+
+            vector signed short vs0 = vec_splat(vscales, 0);
+            vector signed short vs1 = vec_splat(vscales, 1);
+            vscales = vec_sld(vscales, vscales, 12);
+
+            qv00 = vec_add(qv00, qv10);
+            qv01 = vec_add(qv01, qv11);
+
+            vsumi0 = vec_add(vec_mule(qv00, vs0), vsumi0);
+            vsumi1 = vec_add(vec_mulo(qv00, vs0), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv01, vs1), vsumi2);
+            vsumi3 = vec_add(vec_mulo(qv01, vs1), vsumi3);
+        }
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined __loongarch_asx
+
+    const __m256i m4 = __lasx_xvreplgr2vr_b(0xF);
+    const __m128i mzero = __lsx_vldi(0);
+    const __m256i mone  = __lasx_xvreplgr2vr_b(1);
+
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    float summs = 0.f;
+
+   for (int i = 0; i < nb; ++i) {
+
+        const uint8_t * restrict q5 = x[i].qs;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+        const float dmin = -y[i].d * GGML_FP16_TO_FP32(x[i].dmin);
+
+        memcpy(utmp, x[i].scales, 12);
+
+        const __m256i mins_and_scales = lasx_extu8_16(lsx_set_w(utmp[3], utmp[2], utmp[1], utmp[0]));
+
+        const __m256i q8sums = __lasx_xvld((const __m256i*)y[i].bsums, 0);
+        const __m128i q8s = lsx_hadd_h(lasx_extracti128(q8sums, 0), lasx_extracti128(q8sums, 1));
+        const __m128i prod = lsx_madd_h(lasx_extracti128(mins_and_scales, 1), q8s);
+        const __m128i hsum = lsx_hadd_w(lsx_hadd_w(prod, mzero), mzero);
+        summs += dmin * __lsx_vpickve2gr_w(hsum, 0);    //TODO check
+
+        const __m128i sc128  = lasx_extracti128(mins_and_scales, 0);
+        const __m256i scales = lasx_insertf128(sc128, sc128);
+
+        const __m256i hbits = __lasx_xvld((const __m256i*)x[i].qh, 0);
+        __m256i hmask = mone;
+
+        __m256i sumi = __lasx_xvldi(0);
+
+        int bit = 0;
+        __m256i xvbit;
+
+        for (int j = 0; j < QK_K/64; ++j) {
+
+            const __m256i scale_0 = lasx_shuffle_b(scales, get_scale_shuffle_k4(2*j+0));
+            const __m256i scale_1 = lasx_shuffle_b(scales, get_scale_shuffle_k4(2*j+1));
+
+            const __m256i q5bits = __lasx_xvld((const __m256i*)q5, 0); q5 += 32;
+
+            xvbit = __lasx_xvreplgr2vr_h(bit++);
+            const __m256i q5l_0 = __lasx_xvand_v(q5bits, m4);
+            const __m256i q5h_0 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvand_v(hbits, hmask), xvbit), 4);
+            const __m256i q5_0  = __lasx_xvadd_b(q5l_0, q5h_0);
+            hmask = __lasx_xvslli_h(hmask, 1);
+
+            xvbit = __lasx_xvreplgr2vr_h(bit++);
+            const __m256i q5l_1 = __lasx_xvand_v(__lasx_xvsrli_h(q5bits, 4), m4);
+            const __m256i q5h_1 = __lasx_xvslli_h(__lasx_xvsrl_h(__lasx_xvand_v(hbits, hmask), xvbit), 4);
+            const __m256i q5_1  = __lasx_xvadd_b(q5l_1, q5h_1);
+            hmask = __lasx_xvslli_h(hmask, 1);
+
+            const __m256i q8_0 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_1 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+
+            __m256i p16_0 = lasx_maddubs_h(q5_0, q8_0);
+            __m256i p16_1 = lasx_maddubs_h(q5_1, q8_1);
+
+            p16_0 = lasx_madd_h(scale_0, p16_0);
+            p16_1 = lasx_madd_h(scale_1, p16_1);
+
+            sumi = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p16_0, p16_1));
+        }
+
+        __m256 vd = __lasx_xvreplfr2vr_s(d);
+        acc = __lasx_xvfmadd_s(vd, __lasx_xvffint_s_w(sumi), acc);
+    }
+
+    *s = hsum_float_8(acc) + summs;
+
 #else
 
     const uint8_t * scales = (const uint8_t*)&utmp[0];
@@ -7284,279 +8141,6 @@ void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 #endif
 }
 
-#else
-
-void ggml_vec_dot_q5_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
-    assert(n % QK_K == 0);
-    assert(nrc == 1);
-    UNUSED(nrc);
-    UNUSED(bx);
-    UNUSED(by);
-    UNUSED(bs);
-
-    const block_q5_K * restrict x = vx;
-    const block_q8_K * restrict y = vy;
-
-    const int nb = n / QK_K;
-
-#ifdef __ARM_NEON
-    const uint8x16_t m4b = vdupq_n_u8(0xf);
-    const uint8x16_t mh = vdupq_n_u8(16);
-    const int32x4_t mzero = vdupq_n_s32(0);
-
-    ggml_int8x16x4_t q5bytes;
-    ggml_uint8x16x4_t q5h;
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const int8_t * sc = x[i].scales;
-
-        const uint8_t * restrict q5 = x[i].qs;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const uint8x8_t qhbits = vld1_u8(qh);
-
-        const ggml_uint8x16x2_t q5bits = ggml_vld1q_u8_x2(q5);
-        const ggml_int8x16x4_t q8bytes = ggml_vld1q_s8_x4(q8);
-
-        const uint8x16_t htmp = vcombine_u8(qhbits, vshr_n_u8(qhbits, 1));
-        q5h.val[0] = vbicq_u8(mh, vshlq_n_u8(htmp, 4));
-        q5h.val[1] = vbicq_u8(mh, vshlq_n_u8(htmp, 2));
-        q5h.val[2] = vbicq_u8(mh, htmp);
-        q5h.val[3] = vbicq_u8(mh, vshrq_n_u8(htmp, 2));
-
-        q5bytes.val[0] = vsubq_s8(vreinterpretq_s8_u8(vandq_u8(q5bits.val[0], m4b)), vreinterpretq_s8_u8(q5h.val[0]));
-        q5bytes.val[1] = vsubq_s8(vreinterpretq_s8_u8(vandq_u8(q5bits.val[1], m4b)), vreinterpretq_s8_u8(q5h.val[1]));
-        q5bytes.val[2] = vsubq_s8(vreinterpretq_s8_u8(vshrq_n_u8(q5bits.val[0], 4)), vreinterpretq_s8_u8(q5h.val[2]));
-        q5bytes.val[3] = vsubq_s8(vreinterpretq_s8_u8(vshrq_n_u8(q5bits.val[1], 4)), vreinterpretq_s8_u8(q5h.val[3]));
-
-        int32_t sumi1 = sc[0] * vaddvq_s32(ggml_vdotq_s32(mzero, q5bytes.val[0], q8bytes.val[0]));
-        int32_t sumi2 = sc[1] * vaddvq_s32(ggml_vdotq_s32(mzero, q5bytes.val[1], q8bytes.val[1]));
-        int32_t sumi3 = sc[2] * vaddvq_s32(ggml_vdotq_s32(mzero, q5bytes.val[2], q8bytes.val[2]));
-        int32_t sumi4 = sc[3] * vaddvq_s32(ggml_vdotq_s32(mzero, q5bytes.val[3], q8bytes.val[3]));
-
-        sumf += d * (sumi1 + sumi2 + sumi3 + sumi4);
-    }
-
-    *s = sumf;
-
-#elif defined __AVX2__
-
-    const __m256i m4 = _mm256_set1_epi8(0xF);
-    const __m256i mone  = _mm256_set1_epi8(1);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * restrict q5 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const __m256i q5bits = _mm256_loadu_si256((const __m256i*)q5);
-
-        const __m256i scale_l = MM256_SET_M128I(_mm_set1_epi16(x[i].scales[1]), _mm_set1_epi16(x[i].scales[0]));
-        const __m256i scale_h = MM256_SET_M128I(_mm_set1_epi16(x[i].scales[3]), _mm_set1_epi16(x[i].scales[2]));
-
-        int64_t aux64;
-        memcpy(&aux64, x[i].qh, 8);
-        const __m128i haux128 = _mm_set_epi64x(aux64 >> 1, aux64);
-        const __m256i haux256 = MM256_SET_M128I(_mm_srli_epi16(haux128, 2), haux128);
-
-        const __m256i q5h_0 = _mm256_slli_epi16(_mm256_andnot_si256(haux256, mone), 4);
-        const __m256i q5h_1 = _mm256_slli_epi16(_mm256_andnot_si256(_mm256_srli_epi16(haux256, 4), mone), 4);
-
-        const __m256i q5l_0 = _mm256_and_si256(q5bits, m4);
-        const __m256i q5l_1 = _mm256_and_si256(_mm256_srli_epi16(q5bits, 4), m4);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m256i p16_0 = _mm256_madd_epi16(scale_l, _mm256_maddubs_epi16(q5l_0, q8_0));
-        const __m256i p16_1 = _mm256_madd_epi16(scale_h, _mm256_maddubs_epi16(q5l_1, q8_1));
-        const __m256i s16_0 = _mm256_madd_epi16(scale_l, _mm256_maddubs_epi16(q5h_0, q8_0));
-        const __m256i s16_1 = _mm256_madd_epi16(scale_h, _mm256_maddubs_epi16(q5h_1, q8_1));
-
-        const __m256i dot = _mm256_sub_epi32(_mm256_add_epi32(p16_0, p16_1), _mm256_add_epi32(s16_0, s16_1));
-
-        acc = _mm256_fmadd_ps(_mm256_set1_ps(d), _mm256_cvtepi32_ps(dot), acc);
-
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __AVX__
-
-    const __m128i m4 = _mm_set1_epi8(0xF);
-    const __m128i mone  = _mm_set1_epi8(1);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    for (int i = 0; i < nb; ++i) {
-
-        const uint8_t * restrict q5 = x[i].qs;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const __m256i q5bits = _mm256_loadu_si256((const __m256i*)q5);
-
-        const __m128i scale_0 = _mm_set1_epi16(x[i].scales[0]);
-        const __m128i scale_1 = _mm_set1_epi16(x[i].scales[1]);
-        const __m128i scale_2 = _mm_set1_epi16(x[i].scales[2]);
-        const __m128i scale_3 = _mm_set1_epi16(x[i].scales[3]);
-
-        int64_t aux64;
-        memcpy(&aux64, x[i].qh, 8);
-        const __m128i haux128_0 = _mm_set_epi64x(aux64 >> 1, aux64);
-        const __m128i haux128_1 = _mm_srli_epi16(haux128_0, 2);
-
-        const __m128i q5h_0 = _mm_slli_epi16(_mm_andnot_si128(haux128_0, mone), 4);
-        const __m128i q5h_1 = _mm_slli_epi16(_mm_andnot_si128(haux128_1, mone), 4);
-        const __m128i q5h_2 = _mm_slli_epi16(_mm_andnot_si128(_mm_srli_epi16(haux128_0, 4), mone), 4);
-        const __m128i q5h_3 = _mm_slli_epi16(_mm_andnot_si128(_mm_srli_epi16(haux128_1, 4), mone), 4);
-
-        const __m128i q5l_0 = _mm_and_si128(_mm256_extractf128_si256(q5bits, 0), m4);
-        const __m128i q5l_1 = _mm_and_si128(_mm256_extractf128_si256(q5bits, 1), m4);
-        const __m128i q5l_2 = _mm_and_si128(_mm_srli_epi16(_mm256_extractf128_si256(q5bits, 0), 4), m4);
-        const __m128i q5l_3 = _mm_and_si128(_mm_srli_epi16(_mm256_extractf128_si256(q5bits, 1), 4), m4);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        const __m128i p16_0 = _mm_madd_epi16(scale_0, _mm_maddubs_epi16(q5l_0, _mm256_extractf128_si256(q8_0, 0)));
-        const __m128i p16_1 = _mm_madd_epi16(scale_1, _mm_maddubs_epi16(q5l_1, _mm256_extractf128_si256(q8_0, 1)));
-        const __m128i p16_2 = _mm_madd_epi16(scale_2, _mm_maddubs_epi16(q5l_2, _mm256_extractf128_si256(q8_1, 0)));
-        const __m128i p16_3 = _mm_madd_epi16(scale_3, _mm_maddubs_epi16(q5l_3, _mm256_extractf128_si256(q8_1, 1)));
-        const __m128i s16_0 = _mm_madd_epi16(scale_0, _mm_maddubs_epi16(q5h_0, _mm256_extractf128_si256(q8_0, 0)));
-        const __m128i s16_1 = _mm_madd_epi16(scale_1, _mm_maddubs_epi16(q5h_1, _mm256_extractf128_si256(q8_0, 1)));
-        const __m128i s16_2 = _mm_madd_epi16(scale_2, _mm_maddubs_epi16(q5h_2, _mm256_extractf128_si256(q8_1, 0)));
-        const __m128i s16_3 = _mm_madd_epi16(scale_3, _mm_maddubs_epi16(q5h_3, _mm256_extractf128_si256(q8_1, 1)));
-
-        const __m128i dot_0 = _mm_sub_epi32(_mm_add_epi32(p16_0, p16_2), _mm_add_epi32(s16_0, s16_2));
-        const __m128i dot_1 = _mm_sub_epi32(_mm_add_epi32(p16_1, p16_3), _mm_add_epi32(s16_1, s16_3));
-
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_set1_ps(d), _mm256_cvtepi32_ps(MM256_SET_M128I(dot_1, dot_0))), acc);
-
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __riscv_v_intrinsic
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const int8_t * sc = x[i].scales;
-
-        const uint8_t * restrict q5 = x[i].qs;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        vint32m1_t vzero = __riscv_vmv_v_x_i32m1(0, 1);
-
-        // load qh
-        vuint8mf4_t qh_x1   = __riscv_vle8_v_u8mf4(qh, 8);
-        vuint8mf2_t qh_x2   = __riscv_vlmul_ext_v_u8mf4_u8mf2(__riscv_vsrl_vx_u8mf4(qh_x1, 1, 8));
-
-        size_t vl = 16;
-
-        // combine both qh_1 and qh_2
-        vuint8mf2_t qh_x = __riscv_vslideup_vx_u8mf2(__riscv_vlmul_ext_v_u8mf4_u8mf2(qh_x1), qh_x2, vl/2, vl);
-
-        vuint8mf2_t qh_h0 = __riscv_vand_vx_u8mf2(__riscv_vnot_v_u8mf2(__riscv_vsll_vx_u8mf2(qh_x, 0x4, vl), vl), 16, vl);
-        vuint8mf2_t qh_h1 = __riscv_vand_vx_u8mf2(__riscv_vnot_v_u8mf2(__riscv_vsll_vx_u8mf2(qh_x, 0x2, vl), vl), 16, vl);
-        vuint8mf2_t qh_h2 = __riscv_vand_vx_u8mf2(__riscv_vnot_v_u8mf2(qh_x, vl), 16, vl);
-        vuint8mf2_t qh_h3 = __riscv_vand_vx_u8mf2(__riscv_vnot_v_u8mf2(__riscv_vsrl_vx_u8mf2(qh_x, 0x4, vl), vl), 16, vl);
-
-        vint8mf2_t qh_0 = __riscv_vreinterpret_v_u8mf2_i8mf2(qh_h0);
-        vint8mf2_t qh_1 = __riscv_vreinterpret_v_u8mf2_i8mf2(qh_h1);
-        vint8mf2_t qh_2 = __riscv_vreinterpret_v_u8mf2_i8mf2(qh_h2);
-        vint8mf2_t qh_3 = __riscv_vreinterpret_v_u8mf2_i8mf2(qh_h3);
-
-        // load q5
-        vuint8mf2_t q5_x1  = __riscv_vle8_v_u8mf2(q5, vl);
-        vuint8mf2_t q5_x2  = __riscv_vle8_v_u8mf2(q5+16, vl);
-
-        vint8mf2_t q5s_0 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(q5_x1, 0xF, vl));
-        vint8mf2_t q5s_1 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vand_vx_u8mf2(q5_x2, 0xF, vl));
-        vint8mf2_t q5s_2 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vsrl_vx_u8mf2(q5_x1, 0x4, vl));
-        vint8mf2_t q5s_3 = __riscv_vreinterpret_v_u8mf2_i8mf2(__riscv_vsrl_vx_u8mf2(q5_x2, 0x4, vl));
-
-        vint8mf2_t q5_0 = __riscv_vsub_vv_i8mf2(q5s_0, qh_0, vl);
-        vint8mf2_t q5_1 = __riscv_vsub_vv_i8mf2(q5s_1, qh_1, vl);
-        vint8mf2_t q5_2 = __riscv_vsub_vv_i8mf2(q5s_2, qh_2, vl);
-        vint8mf2_t q5_3 = __riscv_vsub_vv_i8mf2(q5s_3, qh_3, vl);
-
-        // load Q8 and multiply it with Q5
-        vint16m1_t p0 = __riscv_vwmul_vv_i16m1(q5_0, __riscv_vle8_v_i8mf2(q8, vl), vl);
-        vint16m1_t p1 = __riscv_vwmul_vv_i16m1(q5_1, __riscv_vle8_v_i8mf2(q8+16, vl), vl);
-        vint16m1_t p2 = __riscv_vwmul_vv_i16m1(q5_2, __riscv_vle8_v_i8mf2(q8+32, vl), vl);
-        vint16m1_t p3 = __riscv_vwmul_vv_i16m1(q5_3, __riscv_vle8_v_i8mf2(q8+48, vl), vl);
-
-        vint32m1_t vs_0 = __riscv_vwredsum_vs_i16m1_i32m1(p0, vzero, vl);
-        vint32m1_t vs_1 = __riscv_vwredsum_vs_i16m1_i32m1(p1, vzero, vl);
-        vint32m1_t vs_2 = __riscv_vwredsum_vs_i16m1_i32m1(p2, vzero, vl);
-        vint32m1_t vs_3 = __riscv_vwredsum_vs_i16m1_i32m1(p3, vzero, vl);
-
-        int32_t sumi1 = sc[0] * __riscv_vmv_x_s_i32m1_i32(vs_0);
-        int32_t sumi2 = sc[1] * __riscv_vmv_x_s_i32m1_i32(vs_1);
-        int32_t sumi3 = sc[2] * __riscv_vmv_x_s_i32m1_i32(vs_2);
-        int32_t sumi4 = sc[3] * __riscv_vmv_x_s_i32m1_i32(vs_3);
-
-        sumf += d * (sumi1 + sumi2 + sumi3 + sumi4);
-
-    }
-
-    *s = sumf;
-
-#else
-
-    int8_t aux8[QK_K];
-    int16_t aux16[16];
-    float   sums [8];
-    memset(sums, 0, 8*sizeof(float));
-
-    float sumf = 0;
-    for (int i = 0; i < nb; ++i) {
-        const uint8_t * restrict q4 = x[i].qs;
-        const uint8_t * restrict hm = x[i].qh;
-        const  int8_t * restrict q8 = y[i].qs;
-        int8_t * restrict a = aux8;
-        for (int l = 0; l < 32; ++l) {
-            a[l+ 0] = q4[l] & 0xF;
-            a[l+32] = q4[l]  >> 4;
-        }
-        for (int is = 0; is < 8; ++is) {
-            uint8_t m = 1 << is;
-            for (int l = 0; l < 8; ++l) a[8*is + l] -= (hm[l] & m ? 0 : 16);
-        }
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-        const int8_t * restrict sc = x[i].scales;
-
-        for (int j = 0; j < QK_K/16; ++j) {
-            const float dl = d * sc[j];
-            for (int l = 0; l < 16; ++l) aux16[l] = q8[l] * a[l];
-            for (int l = 0; l <  8; ++l) sums[l] += dl * (aux16[l] + aux16[8+l]);
-            q8 += 16; a += 16;
-        }
-    }
-    for (int l = 0; l < 8; ++l) sumf += sums[l];
-    *s = sumf;
-#endif
-}
-#endif
-
-
-#if QK_K == 256
 void ggml_vec_dot_q6_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
     assert(n % QK_K == 0);
     assert(nrc == 1);
@@ -7947,6 +8531,229 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 
     *s = sumf;
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v2 = vec_splats((unsigned char)0x2);
+    const vector unsigned char v3 = vec_splats((unsigned char)0x3);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+    const vector unsigned char v6 = vec_splats((unsigned char)0x6);
+    const vector signed char off = vec_splats((signed char)0x20);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint8_t * restrict q6 = x[i].ql;
+        const uint8_t * restrict qh = x[i].qh;
+        const int8_t  * restrict qs = x[i].scales;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/128; ++j) {
+            __builtin_prefetch(q6, 0, 0);
+            __builtin_prefetch(qh, 0, 0);
+            __builtin_prefetch(q8, 0, 0);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q6);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q6);
+            vector signed char qxs2 = (vector signed char)vec_xl(32, q6);
+            vector signed char qxs3 = (vector signed char)vec_xl(48, q6);
+            q6 += 64;
+
+            vector signed char qxs00 = vec_and(qxs0, lowMask);
+            vector signed char qxs01 = vec_sr(qxs0, v4);
+            vector signed char qxs10 = vec_and(qxs1, lowMask);
+            vector signed char qxs11 = vec_sr(qxs1, v4);
+            vector signed char qxs20 = vec_and(qxs2, lowMask);
+            vector signed char qxs21 = vec_sr(qxs2, v4);
+            vector signed char qxs30 = vec_and(qxs3, lowMask);
+            vector signed char qxs31 = vec_sr(qxs3, v4);
+
+            vector signed char qxhs0 = (vector signed char)vec_xl( 0, qh);
+            vector signed char qxhs1 = (vector signed char)vec_xl(16, qh);
+            qh += 32;
+
+            vector signed char qxh00 = vec_sl(vec_and((vector signed char)v3, qxhs0), v4);
+            vector signed char qxh01 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs0, v4)), v4);
+            vector signed char qxh10 = vec_sl(vec_and((vector signed char)v3, qxhs1), v4);
+            vector signed char qxh11 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs1, v4)), v4);
+            vector signed char qxh20 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs0, v2)), v4);
+            vector signed char qxh21 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs0, v6)), v4);
+            vector signed char qxh30 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs1, v2)), v4);
+            vector signed char qxh31 = vec_sl(vec_and((vector signed char)v3, vec_sr(qxhs1, v6)), v4);
+
+            vector signed char q6x00 = vec_sub(vec_or(qxh00, qxs00), off);
+            vector signed char q6x01 = vec_sub(vec_or(qxh01, qxs01), off);
+            vector signed char q6x10 = vec_sub(vec_or(qxh10, qxs10), off);
+            vector signed char q6x11 = vec_sub(vec_or(qxh11, qxs11), off);
+            vector signed char q6x20 = vec_sub(vec_or(qxh20, qxs20), off);
+            vector signed char q6x21 = vec_sub(vec_or(qxh21, qxs21), off);
+            vector signed char q6x30 = vec_sub(vec_or(qxh30, qxs30), off);
+            vector signed char q6x31 = vec_sub(vec_or(qxh31, qxs31), off);
+
+            vector signed char q8y00 = vec_xl(  0, q8);
+            vector signed char q8y10 = vec_xl( 16, q8);
+            vector signed char q8y20 = vec_xl( 32, q8);
+            vector signed char q8y30 = vec_xl( 48, q8);
+            vector signed char q8y01 = vec_xl( 64, q8);
+            vector signed char q8y11 = vec_xl( 80, q8);
+            vector signed char q8y21 = vec_xl( 96, q8);
+            vector signed char q8y31 = vec_xl(112, q8);
+            q8 += 128;
+
+            vector signed short qv00 = vec_add(vec_mule(q6x00, q8y00), vec_mulo(q6x00, q8y00));
+            vector signed short qv10 = vec_add(vec_mule(q6x10, q8y10), vec_mulo(q6x10, q8y10));
+            vector signed short qv20 = vec_add(vec_mule(q6x20, q8y20), vec_mulo(q6x20, q8y20));
+            vector signed short qv30 = vec_add(vec_mule(q6x30, q8y30), vec_mulo(q6x30, q8y30));
+            vector signed short qv01 = vec_add(vec_mule(q6x01, q8y01), vec_mulo(q6x01, q8y01));
+            vector signed short qv11 = vec_add(vec_mule(q6x11, q8y11), vec_mulo(q6x11, q8y11));
+            vector signed short qv21 = vec_add(vec_mule(q6x21, q8y21), vec_mulo(q6x21, q8y21));
+            vector signed short qv31 = vec_add(vec_mule(q6x31, q8y31), vec_mulo(q6x31, q8y31));
+
+            vector signed short vscales = vec_unpackh(vec_xl_len(qs, 8));
+            qs += 8;
+
+            vector signed short vs0 = vec_splat(vscales, 0);
+            vector signed short vs1 = vec_splat(vscales, 1);
+            vector signed short vs2 = vec_splat(vscales, 2);
+            vector signed short vs3 = vec_splat(vscales, 3);
+            vector signed short vs4 = vec_splat(vscales, 4);
+            vector signed short vs5 = vec_splat(vscales, 5);
+            vector signed short vs6 = vec_splat(vscales, 6);
+            vector signed short vs7 = vec_splat(vscales, 7);
+
+            vsumi0 = vec_add(vec_mule(qv00, vs0), vsumi0);
+            vsumi1 = vec_add(vec_mulo(qv00, vs0), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv01, vs4), vsumi2);
+            vsumi3 = vec_add(vec_mulo(qv01, vs4), vsumi3);
+            vsumi4 = vec_add(vec_mule(qv10, vs1), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv10, vs1), vsumi5);
+            vsumi6 = vec_add(vec_mule(qv11, vs5), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv11, vs5), vsumi7);
+
+            vsumi0 = vec_add(vec_mule(qv20, vs2), vsumi0);
+            vsumi1 = vec_add(vec_mulo(qv20, vs2), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv21, vs6), vsumi2);
+            vsumi3 = vec_add(vec_mulo(qv21, vs6), vsumi3);
+            vsumi4 = vec_add(vec_mule(qv30, vs3), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv30, vs3), vsumi5);
+            vsumi6 = vec_add(vec_mule(qv31, vs7), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv31, vs7), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined __loongarch_asx
+
+    const __m256i m4 = __lasx_xvreplgr2vr_b(0xF);
+    const __m256i m2 = __lasx_xvreplgr2vr_b(3);
+    const __m256i m32s = __lasx_xvreplgr2vr_b(32);
+
+    __m256 acc = (__m256)__lasx_xvldi(0);
+
+    for (int i = 0; i < nb; ++i) {
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+
+        const uint8_t * restrict q4 = x[i].ql;
+        const uint8_t * restrict qh = x[i].qh;
+        const int8_t  * restrict q8 = y[i].qs;
+
+        const __m128i scales = __lsx_vld((const __m128i*)x[i].scales, 0);
+
+        __m256i sumi = __lasx_xvldi(0);
+
+        int is = 0;
+
+        for (int j = 0; j < QK_K/128; ++j) {
+
+            const __m128i scale_0 = lsx_shuffle_b(scales, get_scale_shuffle(is + 0));
+            const __m128i scale_1 = lsx_shuffle_b(scales, get_scale_shuffle(is + 1));
+            const __m128i scale_2 = lsx_shuffle_b(scales, get_scale_shuffle(is + 2));
+            const __m128i scale_3 = lsx_shuffle_b(scales, get_scale_shuffle(is + 3));
+            is += 4;
+
+            const __m256i q4bits1 = __lasx_xvld((const __m256i*)q4, 0); q4 += 32;
+            const __m256i q4bits2 = __lasx_xvld((const __m256i*)q4, 0); q4 += 32;
+            const __m256i q4bitsH = __lasx_xvld((const __m256i*)qh, 0); qh += 32;
+
+            const __m256i q4h_0 = __lasx_xvslli_h(__lasx_xvand_v(q4bitsH, m2), 4);
+            const __m256i q4h_1 = __lasx_xvslli_h(__lasx_xvand_v(__lasx_xvsrli_h(q4bitsH, 2), m2), 4);
+            const __m256i q4h_2 = __lasx_xvslli_h(__lasx_xvand_v(__lasx_xvsrli_h(q4bitsH, 4), m2), 4);
+            const __m256i q4h_3 = __lasx_xvslli_h(__lasx_xvand_v(__lasx_xvsrli_h(q4bitsH, 6), m2), 4);
+
+            const __m256i q4_0 = __lasx_xvor_v(__lasx_xvand_v(q4bits1, m4), q4h_0);
+            const __m256i q4_1 = __lasx_xvor_v(__lasx_xvand_v(q4bits2, m4), q4h_1);
+            const __m256i q4_2 = __lasx_xvor_v(__lasx_xvand_v(__lasx_xvsrli_h(q4bits1, 4), m4), q4h_2);
+            const __m256i q4_3 = __lasx_xvor_v(__lasx_xvand_v(__lasx_xvsrli_h(q4bits2, 4), m4), q4h_3);
+
+            const __m256i q8_0 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_1 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8_3 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+
+            __m256i q8s_0 = lasx_maddubs_h(m32s, q8_0);
+            __m256i q8s_1 = lasx_maddubs_h(m32s, q8_1);
+            __m256i q8s_2 = lasx_maddubs_h(m32s, q8_2);
+            __m256i q8s_3 = lasx_maddubs_h(m32s, q8_3);
+
+            __m256i p16_0 = lasx_maddubs_h(q4_0, q8_0);
+            __m256i p16_1 = lasx_maddubs_h(q4_1, q8_1);
+            __m256i p16_2 = lasx_maddubs_h(q4_2, q8_2);
+            __m256i p16_3 = lasx_maddubs_h(q4_3, q8_3);
+
+            p16_0 = __lasx_xvsub_h(p16_0, q8s_0);
+            p16_1 = __lasx_xvsub_h(p16_1, q8s_1);
+            p16_2 = __lasx_xvsub_h(p16_2, q8s_2);
+            p16_3 = __lasx_xvsub_h(p16_3, q8s_3);
+
+            p16_0 = lasx_madd_h(lasx_ext8_16(scale_0), p16_0);
+            p16_1 = lasx_madd_h(lasx_ext8_16(scale_1), p16_1);
+            p16_2 = lasx_madd_h(lasx_ext8_16(scale_2), p16_2);
+            p16_3 = lasx_madd_h(lasx_ext8_16(scale_3), p16_3);
+
+            sumi = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p16_0, p16_1));
+            sumi = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p16_2, p16_3));
+        }
+
+        acc = __lasx_xvfmadd_s((__m256)__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(sumi), acc);
+    }
+
+    *s = hsum_float_8(acc);
+
 #else
 
     int8_t  aux8[QK_K];
@@ -7992,309 +8799,7 @@ void ggml_vec_dot_q6_K_q8_K(int n, float * restrict s, size_t bs, const void * r
 #endif
 }
 
-#else
-
-void ggml_vec_dot_q6_K_q8_K(int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
-    assert(n % QK_K == 0);
-    assert(nrc == 1);
-    UNUSED(nrc);
-    UNUSED(bx);
-    UNUSED(by);
-    UNUSED(bs);
-
-    const block_q6_K * restrict x = vx;
-    const block_q8_K * restrict y = vy;
-
-    const int nb = n / QK_K;
-
-#ifdef __ARM_NEON
-    float sum = 0;
-
-    const uint8x16_t m4b = vdupq_n_u8(0xF);
-    const int8x16_t  m32s = vdupq_n_s8(32);
-    const int32x4_t  vzero = vdupq_n_s32(0);
-
-    const uint8x16_t mone = vdupq_n_u8(3);
-
-    ggml_int8x16x4_t q6bytes;
-    ggml_uint8x16x4_t q6h;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d_all = GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q6 = x[i].ql;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const int8_t * restrict scale = x[i].scales;
-
-        int32_t isum = 0;
-
-        uint8x16_t qhbits = vld1q_u8(qh);
-        ggml_uint8x16x2_t q6bits = ggml_vld1q_u8_x2(q6);
-        ggml_int8x16x4_t q8bytes = ggml_vld1q_s8_x4(q8);
-
-        q6h.val[0] = vshlq_n_u8(vandq_u8(mone, qhbits), 4);
-        uint8x16_t shifted = vshrq_n_u8(qhbits, 2);
-        q6h.val[1] = vshlq_n_u8(vandq_u8(mone, shifted), 4);
-        shifted = vshrq_n_u8(qhbits, 4);
-        q6h.val[2] = vshlq_n_u8(vandq_u8(mone, shifted), 4);
-        shifted = vshrq_n_u8(qhbits, 6);
-        q6h.val[3] = vshlq_n_u8(vandq_u8(mone, shifted), 4);
-
-        q6bytes.val[0] = vsubq_s8(vreinterpretq_s8_u8(vorrq_u8(vandq_u8(q6bits.val[0], m4b), q6h.val[0])), m32s);
-        q6bytes.val[1] = vsubq_s8(vreinterpretq_s8_u8(vorrq_u8(vandq_u8(q6bits.val[1], m4b), q6h.val[1])), m32s);
-        q6bytes.val[2] = vsubq_s8(vreinterpretq_s8_u8(vorrq_u8(vshrq_n_u8(q6bits.val[0], 4), q6h.val[2])), m32s);
-        q6bytes.val[3] = vsubq_s8(vreinterpretq_s8_u8(vorrq_u8(vshrq_n_u8(q6bits.val[1], 4), q6h.val[3])), m32s);
-
-        isum += vaddvq_s32(ggml_vdotq_s32(vzero, q6bytes.val[0], q8bytes.val[0])) * scale[0] +
-                vaddvq_s32(ggml_vdotq_s32(vzero, q6bytes.val[1], q8bytes.val[1])) * scale[1] +
-                vaddvq_s32(ggml_vdotq_s32(vzero, q6bytes.val[2], q8bytes.val[2])) * scale[2] +
-                vaddvq_s32(ggml_vdotq_s32(vzero, q6bytes.val[3], q8bytes.val[3])) * scale[3];
-
-        sum += isum * d_all * y[i].d;
-
-    }
-    *s = sum;
-
-#elif defined __AVX2__
-
-    const __m256i m4 = _mm256_set1_epi8(0xF);
-    const __m256i m2 = _mm256_set1_epi8(3);
-    const __m256i m32s = _mm256_set1_epi8(32);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q4 = x[i].ql;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const __m64 scales_1 = _mm_set1_pi8(x[i].scales[0]);
-        const __m64 scales_2 = _mm_set1_pi8(x[i].scales[1]);
-        const __m64 scales_3 = _mm_set1_pi8(x[i].scales[2]);
-        const __m64 scales_4 = _mm_set1_pi8(x[i].scales[3]);
-
-        __m256i sumi = _mm256_setzero_si256();
-
-        const __m128i scale_0 = _mm_set_epi64(scales_2, scales_1);
-        const __m128i scale_1 = _mm_set_epi64(scales_4, scales_3);
-
-        const __m256i q4bits1 = _mm256_loadu_si256((const __m256i*)q4);
-        const __m128i q4bitsH = _mm_loadu_si128((const __m128i*)qh);
-
-        const __m256i q4h_0 = _mm256_slli_epi16(_mm256_and_si256(MM256_SET_M128I(_mm_srli_epi16(q4bitsH, 2), q4bitsH), m2), 4);
-        const __m256i q4h_1 = _mm256_slli_epi16(_mm256_and_si256(MM256_SET_M128I(_mm_srli_epi16(q4bitsH, 6), _mm_srli_epi16(q4bitsH, 4)), m2), 4);
-
-        const __m256i q4_0 = _mm256_or_si256(_mm256_and_si256(q4bits1, m4), q4h_0);
-        const __m256i q4_1 = _mm256_or_si256(_mm256_and_si256(_mm256_srli_epi16(q4bits1, 4), m4), q4h_1);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        __m256i q8s_0 = _mm256_maddubs_epi16(m32s, q8_0);
-        __m256i q8s_1 = _mm256_maddubs_epi16(m32s, q8_1);
-
-        __m256i p16_0 = _mm256_maddubs_epi16(q4_0, q8_0);
-        __m256i p16_1 = _mm256_maddubs_epi16(q4_1, q8_1);
-
-        p16_0 = _mm256_sub_epi16(p16_0, q8s_0);
-        p16_1 = _mm256_sub_epi16(p16_1, q8s_1);
-
-        p16_0 = _mm256_madd_epi16(_mm256_cvtepi8_epi16(scale_0), p16_0);
-        p16_1 = _mm256_madd_epi16(_mm256_cvtepi8_epi16(scale_1), p16_1);
-
-        sumi = _mm256_add_epi32(sumi, _mm256_add_epi32(p16_0, p16_1));
-
-        acc = _mm256_fmadd_ps(_mm256_broadcast_ss(&d), _mm256_cvtepi32_ps(sumi), acc);
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __AVX__
-
-    const __m128i m4 = _mm_set1_epi8(0xF);
-    const __m128i m2 = _mm_set1_epi8(3);
-    const __m128i m32s = _mm_set1_epi8(32);
-
-    __m256 acc = _mm256_setzero_ps();
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q4 = x[i].ql;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const __m64 scales_1 = _mm_set1_pi8(x[i].scales[0]);
-        const __m64 scales_2 = _mm_set1_pi8(x[i].scales[1]);
-        const __m64 scales_3 = _mm_set1_pi8(x[i].scales[2]);
-        const __m64 scales_4 = _mm_set1_pi8(x[i].scales[3]);
-
-        __m128i sumi_0 = _mm_setzero_si128();
-        __m128i sumi_1 = _mm_setzero_si128();
-
-        const __m128i scale_0 = _mm_set_epi64(scales_2, scales_1);
-        const __m128i scale_1 = _mm_set_epi64(scales_4, scales_3);
-
-        const __m256i q4bits1 = _mm256_loadu_si256((const __m256i*)q4);
-        const __m128i q4bitsH = _mm_loadu_si128((const __m128i*)qh);
-
-        const __m128i q4h_0 = _mm_slli_epi16(_mm_and_si128(q4bitsH, m2), 4);
-        const __m128i q4h_1 = _mm_slli_epi16(_mm_and_si128(_mm_srli_epi16(q4bitsH, 2), m2), 4);
-        const __m128i q4h_2 = _mm_slli_epi16(_mm_and_si128(_mm_srli_epi16(q4bitsH, 4), m2), 4);
-        const __m128i q4h_3 = _mm_slli_epi16(_mm_and_si128(_mm_srli_epi16(q4bitsH, 6), m2), 4);
-
-        const __m128i q4_0 = _mm_or_si128(_mm_and_si128(_mm256_extractf128_si256(q4bits1, 0), m4), q4h_0);
-        const __m128i q4_1 = _mm_or_si128(_mm_and_si128(_mm256_extractf128_si256(q4bits1, 1), m4), q4h_1);
-        const __m128i q4_2 = _mm_or_si128(_mm_and_si128(_mm_srli_epi16(_mm256_extractf128_si256(q4bits1, 0), 4), m4), q4h_2);
-        const __m128i q4_3 = _mm_or_si128(_mm_and_si128(_mm_srli_epi16(_mm256_extractf128_si256(q4bits1, 1), 4), m4), q4h_3);
-
-        const __m256i q8_0 = _mm256_loadu_si256((const __m256i*)(q8+ 0));
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i*)(q8+32));
-
-        __m128i q8s_0 = _mm_maddubs_epi16(m32s, _mm256_extractf128_si256(q8_0, 0));
-        __m128i q8s_1 = _mm_maddubs_epi16(m32s, _mm256_extractf128_si256(q8_0, 1));
-        __m128i q8s_2 = _mm_maddubs_epi16(m32s, _mm256_extractf128_si256(q8_1, 0));
-        __m128i q8s_3 = _mm_maddubs_epi16(m32s, _mm256_extractf128_si256(q8_1, 1));
-
-        __m128i p16_0 = _mm_maddubs_epi16(q4_0, _mm256_extractf128_si256(q8_0, 0));
-        __m128i p16_1 = _mm_maddubs_epi16(q4_1, _mm256_extractf128_si256(q8_0, 1));
-        __m128i p16_2 = _mm_maddubs_epi16(q4_2, _mm256_extractf128_si256(q8_1, 0));
-        __m128i p16_3 = _mm_maddubs_epi16(q4_3, _mm256_extractf128_si256(q8_1, 1));
-
-        p16_0 = _mm_sub_epi16(p16_0, q8s_0);
-        p16_1 = _mm_sub_epi16(p16_1, q8s_1);
-        p16_2 = _mm_sub_epi16(p16_2, q8s_2);
-        p16_3 = _mm_sub_epi16(p16_3, q8s_3);
-
-        p16_0 = _mm_madd_epi16(_mm_cvtepi8_epi16(scale_0), p16_0);
-        p16_1 = _mm_madd_epi16(_mm_cvtepi8_epi16(_mm_unpackhi_epi64(scale_0, scale_0)), p16_1);
-        p16_2 = _mm_madd_epi16(_mm_cvtepi8_epi16(scale_1), p16_2);
-        p16_3 = _mm_madd_epi16(_mm_cvtepi8_epi16(_mm_unpackhi_epi64(scale_1, scale_1)), p16_3);
-
-        sumi_0 = _mm_add_epi32(sumi_0, _mm_add_epi32(p16_0, p16_2));
-        sumi_1 = _mm_add_epi32(sumi_1, _mm_add_epi32(p16_1, p16_3));
-
-        acc = _mm256_add_ps(_mm256_mul_ps(_mm256_broadcast_ss(&d), _mm256_cvtepi32_ps(MM256_SET_M128I(sumi_1, sumi_0))), acc);
-    }
-
-    *s = hsum_float_8(acc);
-
-#elif defined __riscv_v_intrinsic
-
-    float sumf = 0;
-
-    for (int i = 0; i < nb; ++i) {
-
-        const float d_all = GGML_FP16_TO_FP32(x[i].d);
-
-        const uint8_t * restrict q6 = x[i].ql;
-        const uint8_t * restrict qh = x[i].qh;
-        const int8_t  * restrict q8 = y[i].qs;
-
-        const int8_t * restrict scale = x[i].scales;
-
-        int32_t isum = 0;
-
-        size_t vl = 16;
-
-        vint32m1_t vzero = __riscv_vmv_v_x_i32m1(0, 1);
-
-        // load Q6
-        vuint8mf2_t q6_0 = __riscv_vle8_v_u8mf2(q6, vl);
-        vuint8mf2_t q6_1 = __riscv_vle8_v_u8mf2(q6+16, vl);
-
-        // load qh
-        vuint8mf2_t qh_x = __riscv_vle8_v_u8mf2(qh, vl);
-
-        vuint8mf2_t qh0 = __riscv_vsll_vx_u8mf2(__riscv_vand_vx_u8mf2(qh_x, 0x3, vl), 0x4, vl);
-        qh_x = __riscv_vsrl_vx_u8mf2(qh_x, 0x2, vl);
-        vuint8mf2_t qh1 = __riscv_vsll_vx_u8mf2(__riscv_vand_vx_u8mf2(qh_x, 0x3, vl), 0x4, vl);
-        qh_x = __riscv_vsrl_vx_u8mf2(qh_x, 0x2, vl);
-        vuint8mf2_t qh2 = __riscv_vsll_vx_u8mf2(__riscv_vand_vx_u8mf2(qh_x, 0x3, vl), 0x4, vl);
-        qh_x = __riscv_vsrl_vx_u8mf2(qh_x, 0x2, vl);
-        vuint8mf2_t qh3 = __riscv_vsll_vx_u8mf2(__riscv_vand_vx_u8mf2(qh_x, 0x3, vl), 0x4, vl);
-
-        vuint8mf2_t q6h_0 = __riscv_vor_vv_u8mf2(__riscv_vand_vx_u8mf2(q6_0, 0xF, vl), qh0, vl);
-        vuint8mf2_t q6h_1 = __riscv_vor_vv_u8mf2(__riscv_vand_vx_u8mf2(q6_1, 0xF, vl), qh1, vl);
-        vuint8mf2_t q6h_2 = __riscv_vor_vv_u8mf2(__riscv_vsrl_vx_u8mf2(q6_0, 0x4, vl), qh2, vl);
-        vuint8mf2_t q6h_3 = __riscv_vor_vv_u8mf2(__riscv_vsrl_vx_u8mf2(q6_1, 0x4, vl), qh3, vl);
-
-        vint8mf2_t q6v_0 = __riscv_vsub_vx_i8mf2(__riscv_vreinterpret_v_u8mf2_i8mf2(q6h_0), 32, vl);
-        vint8mf2_t q6v_1 = __riscv_vsub_vx_i8mf2(__riscv_vreinterpret_v_u8mf2_i8mf2(q6h_1), 32, vl);
-        vint8mf2_t q6v_2 = __riscv_vsub_vx_i8mf2(__riscv_vreinterpret_v_u8mf2_i8mf2(q6h_2), 32, vl);
-        vint8mf2_t q6v_3 = __riscv_vsub_vx_i8mf2(__riscv_vreinterpret_v_u8mf2_i8mf2(q6h_3), 32, vl);
-
-        // load Q8 and take product
-        vint16m1_t p0 = __riscv_vwmul_vv_i16m1(q6v_0, __riscv_vle8_v_i8mf2(q8, vl), vl);
-        vint16m1_t p1 = __riscv_vwmul_vv_i16m1(q6v_1, __riscv_vle8_v_i8mf2(q8+16, vl), vl);
-        vint16m1_t p2 = __riscv_vwmul_vv_i16m1(q6v_2, __riscv_vle8_v_i8mf2(q8+32, vl), vl);
-        vint16m1_t p3 = __riscv_vwmul_vv_i16m1(q6v_3, __riscv_vle8_v_i8mf2(q8+48, vl), vl);
-
-        vint32m1_t vs_0 = __riscv_vwredsum_vs_i16m1_i32m1(p0, vzero, vl);
-        vint32m1_t vs_1 = __riscv_vwredsum_vs_i16m1_i32m1(p1, vzero, vl);
-        vint32m1_t vs_2 = __riscv_vwredsum_vs_i16m1_i32m1(p2, vzero, vl);
-        vint32m1_t vs_3 = __riscv_vwredsum_vs_i16m1_i32m1(p3, vzero, vl);
-
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_0) * scale[0];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_1) * scale[1];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_2) * scale[2];
-        isum += __riscv_vmv_x_s_i32m1_i32(vs_3) * scale[3];
-
-        sumf += isum * d_all * y[i].d;
-
-    }
-
-    *s = sumf;
-
-#else
-
-    int8_t  aux8[QK_K];
-    int16_t aux16[8];
-    float   sums [8];
-    int32_t aux32[8];
-    memset(sums, 0, 8*sizeof(float));
-
-    float sumf = 0;
-    for (int i = 0; i < nb; ++i) {
-        const uint8_t * restrict q4 = x[i].ql;
-        const uint8_t * restrict qh = x[i].qh;
-        const  int8_t * restrict q8 = y[i].qs;
-        memset(aux32, 0, 8*sizeof(int32_t));
-        int8_t * restrict a = aux8;
-        for (int l = 0; l < 16; ++l) {
-            a[l+ 0] = (int8_t)((q4[l+ 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32;
-            a[l+16] = (int8_t)((q4[l+16] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32;
-            a[l+32] = (int8_t)((q4[l+ 0] >>  4) | (((qh[l] >> 4) & 3) << 4)) - 32;
-            a[l+48] = (int8_t)((q4[l+16] >>  4) | (((qh[l] >> 6) & 3) << 4)) - 32;
-        }
-        int is = 0;
-        for (int j = 0; j < QK_K/16; ++j) {
-            int scale = x[i].scales[is++];
-            for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l];
-            for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l];
-            q8 += 8; a += 8;
-            for (int l = 0; l < 8; ++l) aux16[l] = q8[l] * a[l];
-            for (int l = 0; l < 8; ++l) aux32[l] += scale * aux16[l];
-            q8 += 8; a += 8;
-        }
-        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
-        for (int l = 0; l < 8; ++l) sums[l] += d * aux32[l];
-    }
-    for (int l = 0; l < 8; ++l) sumf += sums[l];
-    *s = sumf;
-#endif
-}
-
-#endif
-
-#if defined (__AVX2__) || defined (__ARM_NEON)
+#if defined (__AVX2__) || defined (__ARM_NEON) || defined (__POWER9_VECTOR__) || defined(__loongarch_asx)
 static const int8_t keven_signs_q2xs[1024] = {
      1,  1,  1,  1,  1,  1,  1,  1, -1,  1,  1,  1,  1,  1,  1, -1,  1, -1,  1,  1,  1,  1,  1, -1, -1, -1,  1,  1,  1,  1,  1,  1,
      1,  1, -1,  1,  1,  1,  1, -1, -1,  1, -1,  1,  1,  1,  1,  1,  1, -1, -1,  1,  1,  1,  1,  1, -1, -1, -1,  1,  1,  1,  1, -1,
@@ -8427,6 +8932,146 @@ void ggml_vec_dot_iq2_xxs_q8_K(int n, float * restrict s, size_t bs, const void
 
     *s = 0.125f * hsum_float_8(accumf);
 
+#elif defined(__POWER9_VECTOR__)
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    const uint64_t * signs64 = (const uint64_t *)keven_signs_q2xs;
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint16_t * restrict q2 = x[i].qs;
+        const int8_t  *  restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/32; j += 2) {
+            __builtin_prefetch(q2, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            uint32_t aux32[4];
+            const uint8_t * aux8 = (const uint8_t *)aux32;
+
+            memcpy(aux32, q2, 4*sizeof(uint32_t));
+            q2 += 8;
+
+            vector signed long long aux64x2_0 = {*(const int64_t *)(iq2xxs_grid + aux8[ 0]), *(const int64_t *)(iq2xxs_grid + aux8[ 1])};
+            vector signed long long aux64x2_1 = {*(const int64_t *)(iq2xxs_grid + aux8[ 2]), *(const int64_t *)(iq2xxs_grid + aux8[ 3])};
+            vector signed long long aux64x2_2 = {*(const int64_t *)(iq2xxs_grid + aux8[ 8]), *(const int64_t *)(iq2xxs_grid + aux8[ 9])};
+            vector signed long long aux64x2_3 = {*(const int64_t *)(iq2xxs_grid + aux8[10]), *(const int64_t *)(iq2xxs_grid + aux8[11])};
+
+            vector signed long long vsigns0 = {*(const int64_t *)(signs64 + ((aux32[1] >>  0) & 127)), *(const int64_t *)(signs64 + ((aux32[1] >>  7) & 127))};
+            vector signed long long vsigns1 = {*(const int64_t *)(signs64 + ((aux32[1] >> 14) & 127)), *(const int64_t *)(signs64 + ((aux32[1] >> 21) & 127))};
+            vector signed long long vsigns2 = {*(const int64_t *)(signs64 + ((aux32[3] >>  0) & 127)), *(const int64_t *)(signs64 + ((aux32[3] >>  7) & 127))};
+            vector signed long long vsigns3 = {*(const int64_t *)(signs64 + ((aux32[3] >> 14) & 127)), *(const int64_t *)(signs64 + ((aux32[3] >> 21) & 127))};
+
+            vector signed char q2x0 = (vector signed char)vec_mul((vector signed char)vsigns0, (vector signed char)aux64x2_0);
+            vector signed char q2x1 = (vector signed char)vec_mul((vector signed char)vsigns1, (vector signed char)aux64x2_1);
+            vector signed char q2x2 = (vector signed char)vec_mul((vector signed char)vsigns2, (vector signed char)aux64x2_2);
+            vector signed char q2x3 = (vector signed char)vec_mul((vector signed char)vsigns3, (vector signed char)aux64x2_3);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q2x0, q8y0), vec_mulo(q2x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q2x1, q8y1), vec_mulo(q2x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q2x2, q8y2), vec_mulo(q2x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q2x3, q8y3), vec_mulo(q2x3, q8y3));
+
+            const uint16_t ls0 = aux32[1] >> 28;
+            const uint16_t ls1 = aux32[3] >> 28;
+
+            vector signed short vscales01 = vec_splats((int16_t)(2*ls0+1));
+            vector signed short vscales23 = vec_splats((int16_t)(2*ls1+1));
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales01), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales01), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales23), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales23), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales01), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales01), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales23), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales23), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = 0.125f * vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+    const uint64_t * signs64 = (const uint64_t *)keven_signs_q2xs;
+
+    uint32_t aux32[4];
+    const uint8_t * aux8 = (const uint8_t *)aux32;
+
+    __m256 accumf = (__m256)__lasx_xvldi(0);
+    for (int i = 0; i < nb; ++i) {
+        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
+        const uint16_t * restrict q2 = x[i].qs;
+        const int8_t   * restrict q8 = y[i].qs;
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) {
+            const __m256i q8_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            memcpy(aux32, q2, 4*sizeof(uint32_t)); q2 += 8;
+
+            const __m256i q2_1 = lasx_set_d(iq2xxs_grid[aux8[ 3]], iq2xxs_grid[aux8[ 2]], iq2xxs_grid[aux8[1]], iq2xxs_grid[aux8[0]]);
+            const __m256i q2_2 = lasx_set_d(iq2xxs_grid[aux8[11]], iq2xxs_grid[aux8[10]], iq2xxs_grid[aux8[9]], iq2xxs_grid[aux8[8]]);
+            const __m256i s2_1 = lasx_set_d(signs64[(aux32[1] >> 21) & 127], signs64[(aux32[1] >> 14) & 127],
+                                                   signs64[(aux32[1] >>  7) & 127], signs64[(aux32[1] >>  0) & 127]);
+            const __m256i s2_2 = lasx_set_d(signs64[(aux32[3] >> 21) & 127], signs64[(aux32[3] >> 14) & 127],
+                                                   signs64[(aux32[3] >>  7) & 127], signs64[(aux32[3] >>  0) & 127]);
+            const __m256i q8s_1 = __lasx_xvsigncov_b(s2_1, q8_1);
+            const __m256i q8s_2 = __lasx_xvsigncov_b(s2_2, q8_2);
+            const __m256i dot1  = lasx_maddubs_h(q2_1, q8s_1);
+            const __m256i dot2  = lasx_maddubs_h(q2_2, q8s_2);
+            const uint16_t ls1 = aux32[1] >> 28;
+            const uint16_t ls2 = aux32[3] >> 28;
+            const __m256i p1 = lasx_madd_h(dot1, __lasx_xvreplgr2vr_h(2*ls1+1));
+            const __m256i p2 = lasx_madd_h(dot2, __lasx_xvreplgr2vr_h(2*ls2+1));
+            sumi1 = __lasx_xvadd_w(sumi1, p1);
+            sumi2 = __lasx_xvadd_w(sumi2, p2);
+        }
+
+        accumf = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accumf);
+    }
+
+    *s = 0.125f * hsum_float_8(accumf);
+
 #else
 
     uint32_t aux32[2];
@@ -8545,64 +9190,6 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * restrict s, size_t bs, const void *
     const __m256i block_sign_shuffle_1 = _mm256_loadu_si256((const __m256i*)block_sign_shuffle_mask_1);
     const __m256i block_sign_shuffle_2 = _mm256_loadu_si256((const __m256i*)block_sign_shuffle_mask_2);
 
-#if QK_K == 64
-    static const uint8_t k_bit_helper[16] = {
-        0x00, 0x80, 0x80, 0x00, 0x80, 0x00, 0x00, 0x80, 0x80, 0x00, 0x00, 0x80, 0x00, 0x80, 0x80, 0x00,
-    };
-    const __m128i bit_helper = _mm_loadu_si128((const __m128i*)k_bit_helper);
-    const __m128i m511 = _mm_set1_epi16(511);
-    typedef union {
-        __m128i vec_index;
-        uint16_t index[8];
-    } index_t;
-
-    index_t idx;
-    __m256 accumf = _mm256_setzero_ps();
-    for (int i = 0; i < nb; ++i) {
-        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
-        const __m128i q2_data = _mm_loadu_si128((const __m128i*)x[i].qs);
-        idx.vec_index = _mm_and_si128(q2_data, m511);
-
-        const __m128i partial_sign_bits = _mm_srli_epi16(q2_data, 9);
-        const __m128i partial_sign_bits_upper = _mm_srli_epi16(q2_data, 13);
-        const __m128i partial_sign_bits_for_counting = _mm_xor_si128(partial_sign_bits, partial_sign_bits_upper);
-
-        const __m128i odd_bits = _mm_shuffle_epi8(bit_helper, partial_sign_bits_for_counting);
-        const __m128i full_sign_bits = _mm_or_si128(partial_sign_bits, odd_bits);
-        const __m256i full_signs = MM256_SET_M128I(full_sign_bits, full_sign_bits);
-
-        const __m256i q8_1 = _mm256_loadu_si256((const __m256i *)y[i].qs);
-        const __m256i q8_2 = _mm256_loadu_si256((const __m256i *)(y[i].qs+32));
-
-        const __m256i q2_1 = _mm256_set_epi64x(iq2xs_grid[idx.index[3]], iq2xs_grid[idx.index[2]],
-                                               iq2xs_grid[idx.index[1]], iq2xs_grid[idx.index[0]]);
-        const __m256i q2_2 = _mm256_set_epi64x(iq2xs_grid[idx.index[7]], iq2xs_grid[idx.index[6]],
-                                               iq2xs_grid[idx.index[5]], iq2xs_grid[idx.index[4]]);
-
-        __m256i signs;
-        signs = _mm256_shuffle_epi8(full_signs, block_sign_shuffle_1);
-        signs = _mm256_cmpeq_epi8(_mm256_and_si256(signs, bit_selector_mask), bit_selector_mask);
-        const __m256i q8s_1 = _mm256_sign_epi8(q8_1, _mm256_or_si256(signs, mone));
-
-        signs = _mm256_shuffle_epi8(full_signs, block_sign_shuffle_2);
-        signs = _mm256_cmpeq_epi8(_mm256_and_si256(signs, bit_selector_mask), bit_selector_mask);
-        const __m256i q8s_2 = _mm256_sign_epi8(q8_2, _mm256_or_si256(signs, mone));
-
-        const __m256i dot1  = _mm256_maddubs_epi16(q2_1, q8s_1);
-        const __m256i dot2  = _mm256_maddubs_epi16(q2_2, q8s_2);
-
-        const __m256i sc1 = MM256_SET_M128I(_mm_set1_epi16(2*(x[i].scales[0] >> 4)+1), _mm_set1_epi16(2*(x[i].scales[0] & 0xf)+1));
-        const __m256i sc2 = MM256_SET_M128I(_mm_set1_epi16(2*(x[i].scales[1] >> 4)+1), _mm_set1_epi16(2*(x[i].scales[1] & 0xf)+1));
-
-        const __m256i sum = _mm256_add_epi32(_mm256_madd_epi16(sc1, dot1), _mm256_madd_epi16(sc2, dot2));
-
-        accumf = _mm256_fmadd_ps(_mm256_set1_ps(d), _mm256_cvtepi32_ps(sum), accumf);
-
-    }
-
-    *s = 0.125f * hsum_float_8(accumf);
-#else
-
     static const uint8_t k_bit_helper[32] = {
         0x00, 0x80, 0x80, 0x00, 0x80, 0x00, 0x00, 0x80, 0x80, 0x00, 0x00, 0x80, 0x00, 0x80, 0x80, 0x00,
         0x00, 0x80, 0x80, 0x00, 0x80, 0x00, 0x00, 0x80, 0x80, 0x00, 0x00, 0x80, 0x00, 0x80, 0x80, 0x00,
@@ -8700,8 +9287,221 @@ void ggml_vec_dot_iq2_xs_q8_K(int n, float * restrict s, size_t bs, const void *
     }
 
     *s = 0.125f * hsum_float_8(accumf);
-#endif
+#elif defined(__loongarch_asx)
 
+    const __m256i mone = __lasx_xvreplgr2vr_b(1);
+    static const char block_sign_shuffle_mask_1[32] = {
+        0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02,
+        0x04, 0x04, 0x04, 0x04, 0x04, 0x04, 0x04, 0x04, 0x06, 0x06, 0x06, 0x06, 0x06, 0x06, 0x06, 0x06,
+    };
+    static const char block_sign_shuffle_mask_2[32] = {
+        0x08, 0x08, 0x08, 0x08, 0x08, 0x08, 0x08, 0x08, 0x0a, 0x0a, 0x0a, 0x0a, 0x0a, 0x0a, 0x0a, 0x0a,
+        0x0c, 0x0c, 0x0c, 0x0c, 0x0c, 0x0c, 0x0c, 0x0c, 0x0e, 0x0e, 0x0e, 0x0e, 0x0e, 0x0e, 0x0e, 0x0e,
+    };
+    static const uint8_t bit_selector_mask_bytes[32] = {
+        0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+        0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+    };
+
+    const __m256i bit_selector_mask = __lasx_xvld((const __m256i*)bit_selector_mask_bytes, 0);
+    const __m256i block_sign_shuffle_1 = __lasx_xvld((const __m256i*)block_sign_shuffle_mask_1, 0);
+    const __m256i block_sign_shuffle_2 = __lasx_xvld((const __m256i*)block_sign_shuffle_mask_2, 0);
+
+    static const uint8_t k_bit_helper[32] = {
+        0x00, 0x80, 0x80, 0x00, 0x80, 0x00, 0x00, 0x80, 0x80, 0x00, 0x00, 0x80, 0x00, 0x80, 0x80, 0x00,
+        0x00, 0x80, 0x80, 0x00, 0x80, 0x00, 0x00, 0x80, 0x80, 0x00, 0x00, 0x80, 0x00, 0x80, 0x80, 0x00,
+    };
+    const __m256i bit_helper = __lasx_xvld((const __m256i*)k_bit_helper, 0);
+    const __m256i m511 = __lasx_xvreplgr2vr_h(511);
+    const __m128i m4 = __lsx_vreplgr2vr_b(0xf);
+    const __m128i m1 = __lsx_vreplgr2vr_b(1);
+
+    uint64_t aux64;
+
+    // somewhat hacky, but gives a significant boost in performance
+    __m256i aux_gindex;
+    const uint16_t * gindex = (const uint16_t *)&aux_gindex;
+
+    __m256 accumf = (__m256)__lasx_xvldi(0);
+    for (int i = 0; i < nb; ++i) {
+        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
+        const uint16_t * restrict q2 = x[i].qs;
+        const int8_t   * restrict q8 = y[i].qs;
+
+        memcpy(&aux64, x[i].scales, 8);
+        __m128i stmp = __lsx_vreplgr2vr_d(aux64);
+        stmp = __lsx_vilvl_b( __lsx_vand_v(__lsx_vsrli_h(stmp, 4), m4), __lsx_vand_v(stmp, m4));
+        const __m128i scales = __lsx_vadd_b(__lsx_vslli_h(stmp, 1), m1);
+
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        for (int ib32 = 0; ib32 < QK_K/32; ib32 += 4) {
+
+            const __m256i q2_data = __lasx_xvld((const __m256i*)q2, 0);  q2 += 16;
+            aux_gindex = __lasx_xvand_v(q2_data, m511);
+
+            const __m256i partial_sign_bits = __lasx_xvsrli_h(q2_data, 9);
+            const __m256i partial_sign_bits_upper = __lasx_xvsrli_h(q2_data, 13);
+            const __m256i partial_sign_bits_for_counting = __lasx_xvxor_v(partial_sign_bits, partial_sign_bits_upper);
+
+            const __m256i odd_bits = lasx_shuffle_b(bit_helper, partial_sign_bits_for_counting);
+            const __m256i full_sign_bits = __lasx_xvor_v(partial_sign_bits, odd_bits);
+
+            const __m256i q8_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_3 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_4 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+
+            const __m256i q2_1 = lasx_set_d(iq2xs_grid[gindex[ 3]], iq2xs_grid[gindex[ 2]],
+                                                   iq2xs_grid[gindex[ 1]], iq2xs_grid[gindex[ 0]]);
+            const __m256i q2_2 = lasx_set_d(iq2xs_grid[gindex[ 7]], iq2xs_grid[gindex[ 6]],
+                                                   iq2xs_grid[gindex[ 5]], iq2xs_grid[gindex[ 4]]);
+            const __m256i q2_3 = lasx_set_d(iq2xs_grid[gindex[11]], iq2xs_grid[gindex[10]],
+                                                   iq2xs_grid[gindex[ 9]], iq2xs_grid[gindex[ 8]]);
+            const __m256i q2_4 = lasx_set_d(iq2xs_grid[gindex[15]], iq2xs_grid[gindex[14]],
+                                                   iq2xs_grid[gindex[13]], iq2xs_grid[gindex[12]]);
+
+            const __m128i full_signs_l = lasx_extracti128(full_sign_bits, 0);
+            const __m128i full_signs_h = lasx_extracti128(full_sign_bits, 1);
+            const __m256i full_signs_1 = lasx_insertf128(full_signs_l, full_signs_l);
+            const __m256i full_signs_2 = lasx_insertf128(full_signs_h, full_signs_h);
+
+            __m256i signs;
+            signs = lasx_shuffle_b(full_signs_1, block_sign_shuffle_1);
+            signs = __lasx_xvseq_b(__lasx_xvand_v(signs, bit_selector_mask), bit_selector_mask);
+            const __m256i q8s_1 = __lasx_xvsigncov_b(__lasx_xvor_v(signs, mone), q8_1);
+
+            signs = lasx_shuffle_b(full_signs_1, block_sign_shuffle_2);
+            signs = __lasx_xvseq_b(__lasx_xvand_v(signs, bit_selector_mask), bit_selector_mask);
+            const __m256i q8s_2 = __lasx_xvsigncov_b(__lasx_xvor_v(signs, mone), q8_2);
+
+            signs = lasx_shuffle_b(full_signs_2, block_sign_shuffle_1);
+            signs = __lasx_xvseq_b(__lasx_xvand_v(signs, bit_selector_mask), bit_selector_mask);
+            const __m256i q8s_3 = __lasx_xvsigncov_b(__lasx_xvor_v(signs, mone), q8_3);
+
+            signs = lasx_shuffle_b(full_signs_2, block_sign_shuffle_2);
+            signs = __lasx_xvseq_b(__lasx_xvand_v(signs, bit_selector_mask), bit_selector_mask);
+            const __m256i q8s_4 = __lasx_xvsigncov_b(__lasx_xvor_v(signs, mone), q8_4);
+
+            const __m256i dot1  = lasx_maddubs_h(q2_1, q8s_1);
+            const __m256i dot2  = lasx_maddubs_h(q2_2, q8s_2);
+            const __m256i dot3  = lasx_maddubs_h(q2_3, q8s_3);
+            const __m256i dot4  = lasx_maddubs_h(q2_4, q8s_4);
+
+            const __m256i sc1 = lasx_ext8_16(lsx_shuffle_b(scales, get_scale_shuffle(ib32+0)));
+            const __m256i sc2 = lasx_ext8_16(lsx_shuffle_b(scales, get_scale_shuffle(ib32+1)));
+            const __m256i sc3 = lasx_ext8_16(lsx_shuffle_b(scales, get_scale_shuffle(ib32+2)));
+            const __m256i sc4 = lasx_ext8_16(lsx_shuffle_b(scales, get_scale_shuffle(ib32+3)));
+
+            sumi1 = __lasx_xvadd_w(sumi1, lasx_madd_h(dot1, sc1));
+            sumi2 = __lasx_xvadd_w(sumi2, lasx_madd_h(dot2, sc2));
+            sumi1 = __lasx_xvadd_w(sumi1, lasx_madd_h(dot3, sc3));
+            sumi2 = __lasx_xvadd_w(sumi2, lasx_madd_h(dot4, sc4));
+        }
+
+        accumf = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accumf);
+
+    }
+
+    *s = 0.125f * hsum_float_8(accumf);
+#elif defined(__POWER9_VECTOR__)
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    const uint64_t * signs64 = (const uint64_t *)keven_signs_q2xs;
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint16_t * restrict q2 = x[i].qs;
+        const uint8_t  * restrict sc = x[i].scales;
+        const int8_t  *  restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/64; ++j) {
+            __builtin_prefetch(q2, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed long long aux64x2_0 = {*(const int64_t *)(iq2xs_grid + (q2[0] & 511)), *(const int64_t *)(iq2xs_grid + (q2[1] & 511))};
+            vector signed long long aux64x2_1 = {*(const int64_t *)(iq2xs_grid + (q2[2] & 511)), *(const int64_t *)(iq2xs_grid + (q2[3] & 511))};
+            vector signed long long aux64x2_2 = {*(const int64_t *)(iq2xs_grid + (q2[4] & 511)), *(const int64_t *)(iq2xs_grid + (q2[5] & 511))};
+            vector signed long long aux64x2_3 = {*(const int64_t *)(iq2xs_grid + (q2[6] & 511)), *(const int64_t *)(iq2xs_grid + (q2[7] & 511))};
+
+            vector signed long long vsigns0 = {*(const int64_t *)(signs64 + ((q2[0] >> 9))), *(const int64_t *)(signs64 + ((q2[1] >> 9)))};
+            vector signed long long vsigns1 = {*(const int64_t *)(signs64 + ((q2[2] >> 9))), *(const int64_t *)(signs64 + ((q2[3] >> 9)))};
+            vector signed long long vsigns2 = {*(const int64_t *)(signs64 + ((q2[4] >> 9))), *(const int64_t *)(signs64 + ((q2[5] >> 9)))};
+            vector signed long long vsigns3 = {*(const int64_t *)(signs64 + ((q2[6] >> 9))), *(const int64_t *)(signs64 + ((q2[7] >> 9)))};
+            q2 += 8;
+
+            vector signed char q2x0 = (vector signed char)vec_mul((vector signed char)vsigns0, (vector signed char)aux64x2_0);
+            vector signed char q2x1 = (vector signed char)vec_mul((vector signed char)vsigns1, (vector signed char)aux64x2_1);
+            vector signed char q2x2 = (vector signed char)vec_mul((vector signed char)vsigns2, (vector signed char)aux64x2_2);
+            vector signed char q2x3 = (vector signed char)vec_mul((vector signed char)vsigns3, (vector signed char)aux64x2_3);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q2x0, q8y0), vec_mulo(q2x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q2x1, q8y1), vec_mulo(q2x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q2x2, q8y2), vec_mulo(q2x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q2x3, q8y3), vec_mulo(q2x3, q8y3));
+
+            const uint16_t ls0 = (uint16_t)(sc[0] & 0xf);
+            const uint16_t ls1 = (uint16_t)(sc[0] >>  4);
+            const uint16_t ls2 = (uint16_t)(sc[1] & 0xf);
+            const uint16_t ls3 = (uint16_t)(sc[1] >>  4);
+            sc += 2;
+
+            vector signed short vscales0 = vec_splats((int16_t)(2*ls0+1));
+            vector signed short vscales1 = vec_splats((int16_t)(2*ls1+1));
+            vector signed short vscales2 = vec_splats((int16_t)(2*ls2+1));
+            vector signed short vscales3 = vec_splats((int16_t)(2*ls3+1));
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales0), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales1), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales2), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales3), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales0), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales1), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales2), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales3), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = 0.125f * vec_extract(vsumf0, 0);
 #else
 
     float sumf = 0.f;
@@ -8902,6 +9702,199 @@ void ggml_vec_dot_iq2_s_q8_K(int n, float * restrict s, size_t bs, const void *
 
     *s = 0.125f * hsum_float_8(accumf);
 
+#elif defined(__POWER9_VECTOR__)
+    static const uint8_t k_mask1[32] = {0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01,
+                                        0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03
+    };
+
+    static const uint8_t k_mask2[16] = {0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,};
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    const vector unsigned char mask0 = vec_xl( 0, k_mask1);
+    const vector unsigned char mask1 = vec_xl(16, k_mask1);
+    const vector signed char mask2 = (vector signed char)vec_xl( 0, k_mask2);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint8_t *  restrict q2 = x[i].qs;
+        const uint8_t *  restrict qh = x[i].qh;
+        const uint16_t * restrict signs = (const uint16_t *)(x[i].qs + QK_K/8);
+        const uint8_t *  restrict sc = x[i].scales;
+        const int8_t  *  restrict q8 = y[i].qs;
+
+        for (int j = 0; j < QK_K/32; j += 2) {
+            __builtin_prefetch(q2, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed long long aux64x2_0 = {*(const int64_t *)(iq2s_grid + (q2[0] | ((qh[0] << 8) & 0x300))), *(const int64_t *)(iq2s_grid + (q2[1] | ((qh[0] << 6) & 0x300)))};
+            vector signed long long aux64x2_1 = {*(const int64_t *)(iq2s_grid + (q2[2] | ((qh[0] << 4) & 0x300))), *(const int64_t *)(iq2s_grid + (q2[3] | ((qh[0] << 2) & 0x300)))};
+            vector signed long long aux64x2_2 = {*(const int64_t *)(iq2s_grid + (q2[4] | ((qh[1] << 8) & 0x300))), *(const int64_t *)(iq2s_grid + (q2[5] | ((qh[1] << 6) & 0x300)))};
+            vector signed long long aux64x2_3 = {*(const int64_t *)(iq2s_grid + (q2[6] | ((qh[1] << 4) & 0x300))), *(const int64_t *)(iq2s_grid + (q2[7] | ((qh[1] << 2) & 0x300)))};
+            q2 += 8;
+            qh += 2;
+
+            vector signed char vsigns01 = (vector signed char)vec_splats(*(const uint32_t *)&signs[0]);
+            vector signed char vsigns23 = (vector signed char)vec_splats(*(const uint32_t *)&signs[2]);
+            signs += 4;
+
+            vector signed char vsigns0 = vec_perm(vsigns01, vsigns01, mask0);
+            vector signed char vsigns1 = vec_perm(vsigns01, vsigns01, mask1);
+            vector signed char vsigns2 = vec_perm(vsigns23, vsigns23, mask0);
+            vector signed char vsigns3 = vec_perm(vsigns23, vsigns23, mask1);
+
+            vsigns0 = (vector signed char)vec_cmpeq(vec_and(vsigns0, mask2), mask2);
+            vsigns1 = (vector signed char)vec_cmpeq(vec_and(vsigns1, mask2), mask2);
+            vsigns2 = (vector signed char)vec_cmpeq(vec_and(vsigns2, mask2), mask2);
+            vsigns3 = (vector signed char)vec_cmpeq(vec_and(vsigns3, mask2), mask2);
+
+            vector signed char q2x0 = vec_sub(vec_xor(vsigns0, (vector signed char)aux64x2_0), vsigns0);
+            vector signed char q2x1 = vec_sub(vec_xor(vsigns1, (vector signed char)aux64x2_1), vsigns1);
+            vector signed char q2x2 = vec_sub(vec_xor(vsigns2, (vector signed char)aux64x2_2), vsigns2);
+            vector signed char q2x3 = vec_sub(vec_xor(vsigns3, (vector signed char)aux64x2_3), vsigns3);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q2x0, q8y0), vec_mulo(q2x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q2x1, q8y1), vec_mulo(q2x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q2x2, q8y2), vec_mulo(q2x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q2x3, q8y3), vec_mulo(q2x3, q8y3));
+
+            const uint16_t ls0 = (uint16_t)(sc[0] & 0xf);
+            const uint16_t ls1 = (uint16_t)(sc[0] >>  4);
+            const uint16_t ls2 = (uint16_t)(sc[1] & 0xf);
+            const uint16_t ls3 = (uint16_t)(sc[1] >>  4);
+            sc += 2;
+
+            vector signed short vscales0 = vec_splats((int16_t)(2*ls0+1));
+            vector signed short vscales1 = vec_splats((int16_t)(2*ls1+1));
+            vector signed short vscales2 = vec_splats((int16_t)(2*ls2+1));
+            vector signed short vscales3 = vec_splats((int16_t)(2*ls3+1));
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales0), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales1), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales2), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales3), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales0), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales1), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales2), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales3), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = 0.125f * vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+   static const uint8_t k_mask1[32] = {0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01,
+                                       0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03
+   };
+
+    static const uint8_t k_mask2[32] = {0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+                                        0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+    };
+
+
+    const __m128i m4 = __lsx_vreplgr2vr_b(0xf);
+    const __m128i m1 = __lsx_vreplgr2vr_b(1);
+
+    const __m256i mask1 = __lasx_xvld((const __m256i*)k_mask1, 0);
+    const __m256i mask2 = __lasx_xvld((const __m256i*)k_mask2, 0);
+    uint64_t aux64;
+
+    __m256 accumf = (__m256)__lasx_xvldi(0);
+    for (int i = 0; i < nb; ++i) {
+        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
+        const uint8_t * restrict qs = x[i].qs;
+        const uint8_t * restrict qh = x[i].qh;
+        const uint16_t * restrict signs = (const uint16_t *)(x[i].qs + QK_K/8);
+        const int8_t  * restrict q8 = y[i].qs;
+
+        __m128i tmp1;
+        memcpy(&aux64, x[i].scales, 8);
+        tmp1 = __lsx_vinsgr2vr_d(tmp1, aux64, 0);
+        tmp1 = __lsx_vinsgr2vr_d(tmp1, aux64 >> 4, 1);
+        const __m128i scales8 = __lsx_vadd_b(__lsx_vslli_h(__lsx_vand_v(tmp1, m4), 1), m1);
+        const __m256i scales16 = lasx_ext8_16(scales8); // 0 2 4 6 8 10 12 14 1 3 5 7 9 11 13 15
+
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) {
+            const __m256i q8_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q2_1 = lasx_set_d(iq2s_grid[qs[3] | ((qh[ib32+0] << 2) & 0x300)],
+                                                   iq2s_grid[qs[2] | ((qh[ib32+0] << 4) & 0x300)],
+                                                   iq2s_grid[qs[1] | ((qh[ib32+0] << 6) & 0x300)],
+                                                   iq2s_grid[qs[0] | ((qh[ib32+0] << 8) & 0x300)]);
+            const __m256i q2_2 = lasx_set_d(iq2s_grid[qs[7] | ((qh[ib32+1] << 2) & 0x300)],
+                                                   iq2s_grid[qs[6] | ((qh[ib32+1] << 4) & 0x300)],
+                                                   iq2s_grid[qs[5] | ((qh[ib32+1] << 6) & 0x300)],
+                                                   iq2s_grid[qs[4] | ((qh[ib32+1] << 8) & 0x300)]);
+            qs += 8;
+
+            __m256i aux256 = __lasx_xvreplgr2vr_w(signs[0] | ((uint32_t) signs[1] << 16));
+            aux256 = __lasx_xvand_v(lasx_shuffle_b(aux256,mask1), mask2);
+            const __m256i s2_1 = __lasx_xvseq_b(aux256, mask2);
+            const __m256i q8s_1 = __lasx_xvsub_b(__lasx_xvxor_v(s2_1, q8_1), s2_1);
+
+            aux256 = __lasx_xvreplgr2vr_w(signs[2] | ((uint32_t) signs[3] << 16));
+            aux256 = __lasx_xvand_v(lasx_shuffle_b(aux256,mask1), mask2);
+            const __m256i s2_2 = __lasx_xvseq_b(aux256, mask2);
+            const __m256i q8s_2 = __lasx_xvsub_b(__lasx_xvxor_v(s2_2, q8_2), s2_2);
+
+            signs += 4;
+
+            const __m256i dot1  = lasx_maddubs_h(q2_1, q8s_1); // blocks 2*ib32+0, 2*ib32+1
+            const __m256i dot2  = lasx_maddubs_h(q2_2, q8s_2); // blocks 2*ib32+2, 2*ib32+3
+
+            const __m256i p1 = lasx_madd_h(dot1, lasx_shuffle_b(scales16, get_scale_shuffle_k4(ib32+0)));
+            const __m256i p2 = lasx_madd_h(dot2, lasx_shuffle_b(scales16, get_scale_shuffle_k4(ib32+1)));
+            sumi1 = __lasx_xvadd_w(sumi1, p1);
+            sumi2 = __lasx_xvadd_w(sumi2, p2);
+        }
+
+        accumf = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accumf);
+    }
+
+    *s = 0.125f * hsum_float_8(accumf);
+
 #else
 
     float sumf = 0;
@@ -9046,6 +10039,149 @@ void ggml_vec_dot_iq3_xxs_q8_K(int n, float * restrict s, size_t bs, const void
 
     *s = 0.25f * hsum_float_8(accumf);
 
+#elif defined(__POWER9_VECTOR__)
+    const uint64_t * signs64 = (const uint64_t *)keven_signs_q2xs;
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        const uint8_t * restrict q3 = x[i].qs;
+        const uint32_t * restrict signs = (const uint32_t *)(x[i].qs + QK_K/4);
+        const int8_t  * restrict q8 = y[i].qs;
+
+#pragma GCC unroll 1
+        for (int j = 0; j < QK_K/32; j += 2) {
+            __builtin_prefetch(q3, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector unsigned int aux32x4_0 = {iq3xxs_grid[q3[ 0]], iq3xxs_grid[q3[ 1]], iq3xxs_grid[q3[ 2]], iq3xxs_grid[q3[ 3]]};
+            vector unsigned int aux32x4_1 = {iq3xxs_grid[q3[ 4]], iq3xxs_grid[q3[ 5]], iq3xxs_grid[q3[ 6]], iq3xxs_grid[q3[ 7]]};
+            vector unsigned int aux32x4_2 = {iq3xxs_grid[q3[ 8]], iq3xxs_grid[q3[ 9]], iq3xxs_grid[q3[10]], iq3xxs_grid[q3[11]]};
+            vector unsigned int aux32x4_3 = {iq3xxs_grid[q3[12]], iq3xxs_grid[q3[13]], iq3xxs_grid[q3[14]], iq3xxs_grid[q3[15]]};
+            q3 += 16;
+
+            vector unsigned long long aux64x2_0 = {(uint64_t)(signs64[(signs[0] >>  0) & 127]), (uint64_t)(signs64[(signs[0] >>  7) & 127])};
+            vector unsigned long long aux64x2_1 = {(uint64_t)(signs64[(signs[0] >> 14) & 127]), (uint64_t)(signs64[(signs[0] >> 21) & 127])};
+            vector unsigned long long aux64x2_2 = {(uint64_t)(signs64[(signs[1] >>  0) & 127]), (uint64_t)(signs64[(signs[1] >>  7) & 127])};
+            vector unsigned long long aux64x2_3 = {(uint64_t)(signs64[(signs[1] >> 14) & 127]), (uint64_t)(signs64[(signs[1] >> 21) & 127])};
+
+            vector signed char q3x0 = vec_mul((vector signed char)aux64x2_0, (vector signed char)aux32x4_0);
+            vector signed char q3x1 = vec_mul((vector signed char)aux64x2_1, (vector signed char)aux32x4_1);
+            vector signed char q3x2 = vec_mul((vector signed char)aux64x2_2, (vector signed char)aux32x4_2);
+            vector signed char q3x3 = vec_mul((vector signed char)aux64x2_3, (vector signed char)aux32x4_3);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q3x0, q8y0), vec_mulo(q3x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q3x1, q8y1), vec_mulo(q3x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q3x2, q8y2), vec_mulo(q3x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q3x3, q8y3), vec_mulo(q3x3, q8y3));
+
+            const uint16_t ls0 = (uint16_t)(signs[0] >> 28);
+            const uint16_t ls1 = (uint16_t)(signs[1] >> 28);
+            signs += 2;
+
+            vector signed short vscales01 = (vector signed short)vec_splats((uint16_t)(2*ls0+1));
+            vector signed short vscales23 = (vector signed short)vec_splats((uint16_t)(2*ls1+1));
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales01), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales01), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales23), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales23), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales01), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales01), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales23), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales23), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = 0.25f * vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+    const uint64_t * signs64 = (const uint64_t *)keven_signs_q2xs;
+
+    uint32_t aux32[2];
+
+    __m256 accumf = (__m256)__lasx_xvldi(0);
+    for (int i = 0; i < nb; ++i) {
+        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
+        const uint8_t * restrict q3 = x[i].qs;
+        const uint8_t * restrict gas = x[i].qs + QK_K/4;
+        const int8_t  * restrict q8 = y[i].qs;
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) {
+            const __m256i q8_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q2_1 = lasx_set_w(iq3xxs_grid[q3[7]], iq3xxs_grid[q3[6]], iq3xxs_grid[q3[5]], iq3xxs_grid[q3[4]],
+                                                iq3xxs_grid[q3[3]], iq3xxs_grid[q3[2]], iq3xxs_grid[q3[1]], iq3xxs_grid[q3[0]]);
+            q3 += 8;
+            const __m256i q2_2 = lasx_set_w(iq3xxs_grid[q3[7]], iq3xxs_grid[q3[6]], iq3xxs_grid[q3[5]], iq3xxs_grid[q3[4]],
+                                                iq3xxs_grid[q3[3]], iq3xxs_grid[q3[2]], iq3xxs_grid[q3[1]], iq3xxs_grid[q3[0]]);
+            q3 += 8;
+            memcpy(aux32, gas, 8); gas += 8;
+
+            const __m256i s2_1 = lasx_set_d(signs64[(aux32[0] >> 21) & 127], signs64[(aux32[0] >> 14) & 127],
+                                                   signs64[(aux32[0] >>  7) & 127], signs64[(aux32[0] >>  0) & 127]);
+            const __m256i s2_2 = lasx_set_d(signs64[(aux32[1] >> 21) & 127], signs64[(aux32[1] >> 14) & 127],
+                                                   signs64[(aux32[1] >>  7) & 127], signs64[(aux32[1] >>  0) & 127]);
+            const __m256i q8s_1 = __lasx_xvsigncov_b(s2_1, q8_1);
+            const __m256i q8s_2 = __lasx_xvsigncov_b(s2_2, q8_2);
+            const __m256i dot1  = lasx_maddubs_h(q2_1, q8s_1);
+            const __m256i dot2  = lasx_maddubs_h(q2_2, q8s_2);
+            const uint16_t ls1 = aux32[0] >> 28;
+            const uint16_t ls2 = aux32[1] >> 28;
+
+            const __m256i p1 = lasx_madd_h(dot1, __lasx_xvreplgr2vr_h(2*ls1+1));
+            const __m256i p2 = lasx_madd_h(dot2, __lasx_xvreplgr2vr_h(2*ls2+1));
+            sumi1 = __lasx_xvadd_w(sumi1, p1);
+            sumi2 = __lasx_xvadd_w(sumi2, p2);
+        }
+
+        accumf = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accumf);
+    }
+
+    *s = 0.25f * hsum_float_8(accumf);
+
 #else
 
     uint32_t aux32;
@@ -9120,10 +10256,8 @@ void ggml_vec_dot_iq3_s_q8_K (int n, float * restrict s, size_t bs, const void *
     ggml_int8x16x4_t q8b;
     vec_index_t idx;
 
-#if QK_K == 256
     uint32_t scales32[2];
     const uint8_t * scales8 = (const uint8_t *)scales32;
-#endif
 
     float sumf = 0;
     for (int i = 0; i < nb; ++i) {
@@ -9133,11 +10267,9 @@ void ggml_vec_dot_iq3_s_q8_K (int n, float * restrict s, size_t bs, const void *
         const uint16_t * restrict signs = (const uint16_t *)x[i].signs;
         const int8_t   * restrict q8 = y[i].qs;
 
-#if QK_K == 256
         memcpy(scales32, x[i].scales, 4);
         scales32[1] = (((scales32[0] >> 4) & 0x0f0f0f0f) << 1) | 0x01010101;
         scales32[0] = ((scales32[0] & 0x0f0f0f0f) << 1) | 0x01010101;
-#endif
 
         int sumi1 = 0, sumi2 = 0;
         for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) {
@@ -9178,13 +10310,9 @@ void ggml_vec_dot_iq3_s_q8_K (int n, float * restrict s, size_t bs, const void *
 
             const int32x4_t p1 = ggml_vdotq_s32(ggml_vdotq_s32(vdupq_n_s32(0), q3s.val[0], q8b.val[0]), q3s.val[1], q8b.val[1]);
             const int32x4_t p2 = ggml_vdotq_s32(ggml_vdotq_s32(vdupq_n_s32(0), q3s.val[2], q8b.val[2]), q3s.val[3], q8b.val[3]);
-#if QK_K == 256
+
             sumi1 += vaddvq_s32(p1) * scales8[ib32/2+0];
             sumi2 += vaddvq_s32(p2) * scales8[ib32/2+4];
-#else
-            sumi1 += vaddvq_s32(p1) * (1 + 2*(x[i].scales[ib32/2] & 0xf));
-            sumi2 += vaddvq_s32(p2) * (1 + 2*(x[i].scales[ib32/2] >>  4));
-#endif
         }
         sumf += d*(sumi1 + sumi2);
     }
@@ -9273,6 +10401,207 @@ void ggml_vec_dot_iq3_s_q8_K (int n, float * restrict s, size_t bs, const void *
 
     *s = hsum_float_8(accumf);
 
+#elif defined(__POWER9_VECTOR__)
+    static const uint8_t k_mask1[32] = {0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01,
+                                        0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03
+    };
+
+    static const uint8_t k_mask2[16] = {0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,};
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    const vector unsigned char mask0 = vec_xl( 0, k_mask1);
+    const vector unsigned char mask1 = vec_xl(16, k_mask1);
+    const vector signed char mask2 = (vector signed char)vec_xl( 0, k_mask2);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        const uint8_t *  restrict q3 = x[i].qs;
+        const uint8_t *  restrict qh = x[i].qh;
+        const uint16_t * restrict signs = (const uint16_t *)(x[i].signs);
+        const uint8_t *  restrict sc = x[i].scales;
+        const int8_t  *  restrict q8 = y[i].qs;
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        for (int j = 0; j < QK_K/32; j += 2) {
+            __builtin_prefetch(q3, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector unsigned int aux32x4_0 = {iq3s_grid[q3[ 0] | ((qh[0] << 8) & 256)], iq3s_grid[q3[ 1] | ((qh[0] << 7) & 256)],
+                                             iq3s_grid[q3[ 2] | ((qh[0] << 6) & 256)], iq3s_grid[q3[ 3] | ((qh[0] << 5) & 256)]};
+            vector unsigned int aux32x4_1 = {iq3s_grid[q3[ 4] | ((qh[0] << 4) & 256)], iq3s_grid[q3[ 5] | ((qh[0] << 3) & 256)],
+                                             iq3s_grid[q3[ 6] | ((qh[0] << 2) & 256)], iq3s_grid[q3[ 7] | ((qh[0] << 1) & 256)]};
+            vector unsigned int aux32x4_2 = {iq3s_grid[q3[ 8] | ((qh[1] << 8) & 256)], iq3s_grid[q3[ 9] | ((qh[1] << 7) & 256)],
+                                             iq3s_grid[q3[10] | ((qh[1] << 6) & 256)], iq3s_grid[q3[11] | ((qh[1] << 5) & 256)]};
+            vector unsigned int aux32x4_3 = {iq3s_grid[q3[12] | ((qh[1] << 4) & 256)], iq3s_grid[q3[13] | ((qh[1] << 3) & 256)],
+                                             iq3s_grid[q3[14] | ((qh[1] << 2) & 256)], iq3s_grid[q3[15] | ((qh[1] << 1) & 256)]};
+            q3 += 16;
+            qh += 2;
+
+            vector signed char vsigns01 = (vector signed char)vec_splats(*(const uint32_t *)&signs[0]);
+            vector signed char vsigns02 = (vector signed char)vec_splats(*(const uint32_t *)&signs[2]);
+            signs += 4;
+
+            vector signed char vsigns0 = vec_perm(vsigns01, vsigns01, mask0);
+            vector signed char vsigns1 = vec_perm(vsigns01, vsigns01, mask1);
+            vector signed char vsigns2 = vec_perm(vsigns02, vsigns02, mask0);
+            vector signed char vsigns3 = vec_perm(vsigns02, vsigns02, mask1);
+
+            vsigns0 = (vector signed char)vec_cmpeq(vec_and(vsigns0, mask2), mask2);
+            vsigns1 = (vector signed char)vec_cmpeq(vec_and(vsigns1, mask2), mask2);
+            vsigns2 = (vector signed char)vec_cmpeq(vec_and(vsigns2, mask2), mask2);
+            vsigns3 = (vector signed char)vec_cmpeq(vec_and(vsigns3, mask2), mask2);
+
+            vector signed char q3x0 = vec_sub(vec_xor(vsigns0, (vector signed char)aux32x4_0), vsigns0);
+            vector signed char q3x1 = vec_sub(vec_xor(vsigns1, (vector signed char)aux32x4_1), vsigns1);
+            vector signed char q3x2 = vec_sub(vec_xor(vsigns2, (vector signed char)aux32x4_2), vsigns2);
+            vector signed char q3x3 = vec_sub(vec_xor(vsigns3, (vector signed char)aux32x4_3), vsigns3);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q3x0, q8y0), vec_mulo(q3x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q3x1, q8y1), vec_mulo(q3x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q3x2, q8y2), vec_mulo(q3x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q3x3, q8y3), vec_mulo(q3x3, q8y3));
+
+            const uint16_t ls0 = (uint16_t)(sc[0] & 0xf);
+            const uint16_t ls1 = (uint16_t)(sc[0] >>  4);
+            sc ++;
+
+            vector signed short vscales01 = (vector signed short)vec_splats((uint16_t)(2*ls0+1));
+            vector signed short vscales23 = (vector signed short)vec_splats((uint16_t)(2*ls1+1));
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales01), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales01), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales23), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales23), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales01), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales01), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales23), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales23), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+   static const uint8_t k_mask1[32] = {0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01, 0x01,
+                                       0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x02, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03, 0x03
+   };
+
+    static const uint8_t k_mask2[32] = {0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+                                        0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80, 0x01, 0x02, 0x04, 0x08, 0x10, 0x20, 0x40, 0x80,
+    };
+
+    const __m256i mask1 = __lasx_xvld((const __m256i*)k_mask1, 0);
+    const __m256i mask2 = __lasx_xvld((const __m256i*)k_mask2, 0);
+
+    __m256i idx_shift = lasx_set_w(1, 2, 3, 4, 5, 6, 7, 8);
+    const __m256i idx_mask  = __lasx_xvreplgr2vr_w(256);
+
+    typedef union {
+        __m256i  vec[2];
+        uint32_t index[16];
+    } index_t;
+
+    index_t idx;
+
+    __m256 accumf = (__m256)__lasx_xvldi(0);
+    for (int i = 0; i < nb; ++i) {
+        const float d = GGML_FP16_TO_FP32(x[i].d) * y[i].d;
+        const uint8_t * restrict qs = x[i].qs;
+        const uint8_t * restrict qh = x[i].qh;
+        const uint16_t * restrict signs = (const uint16_t *)x[i].signs;
+        const int8_t  * restrict q8 = y[i].qs;
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        for (int ib32 = 0; ib32 < QK_K/32; ib32 += 2) {
+            const __m256i q8_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i idx_l = lasx_extu8_16(__lsx_vld(qs, 0)); qs += 16;
+            idx.vec[0] = __lasx_xvreplgr2vr_w(qh[ib32+0]);
+            idx.vec[1] = __lasx_xvreplgr2vr_w(qh[ib32+1]);
+            idx.vec[0] = __lasx_xvand_v(__lasx_xvsll_w(idx.vec[0], idx_shift), idx_mask);
+            idx.vec[1] = __lasx_xvand_v(__lasx_xvsll_w(idx.vec[1], idx_shift), idx_mask);
+            idx.vec[0] = __lasx_xvor_v(idx.vec[0], lasx_ext16_32(lasx_extracti128(idx_l, 0)));
+            idx.vec[1] = __lasx_xvor_v(idx.vec[1], lasx_ext16_32(lasx_extracti128(idx_l, 1)));
+
+            // At leat on my CPU (Ryzen 7950X), using _mm256_i32gather_epi32 is slower than _mm256_set_epi32. Strange.
+            //const __m256i q2_1 = _mm256_i32gather_epi32((const int *)iq3s_grid, idx.vec[0], 4);
+            //const __m256i q2_2 = _mm256_i32gather_epi32((const int *)iq3s_grid, idx.vec[1], 4);
+            const __m256i q2_1 = lasx_set_w(
+                    iq3s_grid[idx.index[7]], iq3s_grid[idx.index[6]], iq3s_grid[idx.index[5]], iq3s_grid[idx.index[4]],
+                    iq3s_grid[idx.index[3]], iq3s_grid[idx.index[2]], iq3s_grid[idx.index[1]], iq3s_grid[idx.index[0]]
+            );
+            const __m256i q2_2 = lasx_set_w(
+                    iq3s_grid[idx.index[15]], iq3s_grid[idx.index[14]], iq3s_grid[idx.index[13]], iq3s_grid[idx.index[12]],
+                    iq3s_grid[idx.index[11]], iq3s_grid[idx.index[10]], iq3s_grid[idx.index[ 9]], iq3s_grid[idx.index[ 8]]
+            );
+
+            __m256i aux256 = __lasx_xvreplgr2vr_w(signs[0] | (signs[1] << 16));
+            aux256 = __lasx_xvand_v(lasx_shuffle_b(aux256,mask1), mask2);
+            const __m256i s2_1 = __lasx_xvseq_b(aux256, mask2);
+            const __m256i q8s_1 = __lasx_xvsub_b(__lasx_xvxor_v(s2_1, q8_1), s2_1);
+
+            aux256 = __lasx_xvreplgr2vr_w(signs[2] | (signs[3] << 16));
+            aux256 = __lasx_xvand_v(lasx_shuffle_b(aux256,mask1), mask2);
+            const __m256i s2_2 = __lasx_xvseq_b(aux256, mask2);
+            const __m256i q8s_2 = __lasx_xvsub_b(__lasx_xvxor_v(s2_2, q8_2), s2_2);
+
+            signs += 4;
+
+            const __m256i dot1 = lasx_maddubs_h(q2_1, q8s_1);
+            const __m256i dot2  = lasx_maddubs_h(q2_2, q8s_2);
+            const uint16_t ls1 = x[i].scales[ib32/2] & 0xf;
+            const uint16_t ls2 = x[i].scales[ib32/2] >>  4;
+            const __m256i p1 = lasx_madd_h(dot1, __lasx_xvreplgr2vr_h(2*ls1+1));
+            const __m256i p2 = lasx_madd_h(dot2, __lasx_xvreplgr2vr_h(2*ls2+1));
+            sumi1 = __lasx_xvadd_w(sumi1, p1);
+            sumi2 = __lasx_xvadd_w(sumi2, p2);
+        }
+
+        accumf = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accumf);
+    }
+
+    *s = hsum_float_8(accumf);
+
 #else
 
     float sumf = 0.f;
@@ -9320,12 +10649,22 @@ void ggml_vec_dot_iq3_s_q8_K (int n, float * restrict s, size_t bs, const void *
 }
 
 
-#ifdef __AVX2__
+#if defined(__AVX2__)
 static inline __m256i mul_add_epi8(const __m256i x, const __m256i y) {
     const __m256i ax = _mm256_sign_epi8(x, x);
     const __m256i sy = _mm256_sign_epi8(y, x);
     return _mm256_maddubs_epi16(ax, sy);
 }
+#elif defined(__loongarch_asx)
+static inline __m256i mul_add_epi8(const __m256i x, const __m256i y) {
+    const __m256i ax = __lasx_xvsigncov_b(x, x);
+    const __m256i sy = __lasx_xvsigncov_b(x, y);
+    __m256i tmp1, tmp2, tmp3;
+    tmp1 = __lasx_xvmulwev_h_bu_b(ax, sy);
+    tmp2 = __lasx_xvmulwod_h_bu_b(ax, sy);
+    tmp3 = __lasx_xvadd_h(tmp1, tmp2);
+    return __lasx_xvsat_h(tmp3, 15);
+}
 #endif
 
 void ggml_vec_dot_iq1_s_q8_K  (int n, float * restrict s, size_t bs, const void * restrict vx, size_t bx, const void * restrict vy, size_t by, int nrc) {
@@ -9427,6 +10766,169 @@ void ggml_vec_dot_iq1_s_q8_K  (int n, float * restrict s, size_t bs, const void
 
     *s = hsum_float_8(accum) + IQ1S_DELTA * accum1;
 
+#elif defined(__POWER9_VECTOR__)
+    const vector unsigned char v0 = vec_splats((unsigned char)0x0);
+    const vector unsigned short vsign = vec_splats((unsigned short)0x8000);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    for (int i = 0; i < nb; ++i) {
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[i].d));
+        vector float vyd = vec_splats(y[i].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+        vector signed int vsumi8 = vec_splats((int32_t)0);
+
+        const uint8_t  * restrict q1 = x[i].qs;
+        const uint16_t * restrict qh = x[i].qh;
+        const int8_t   * restrict q8 = y[i].qs;
+        const int16_t  * restrict qs = y[i].bsums;
+
+        for (int j = 0; j < QK_K/32; j += 2) {
+            __builtin_prefetch(q1, 0, 1);
+            __builtin_prefetch(qh, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed long long aux64x2_0 = {*(const int64_t *)(iq1s_grid + (q1[0] | ((qh[0] << 8) & 0x700))), *(const int64_t *)(iq1s_grid + (q1[1] | ((qh[0] << 5) & 0x700)))};
+            vector signed long long aux64x2_1 = {*(const int64_t *)(iq1s_grid + (q1[2] | ((qh[0] << 2) & 0x700))), *(const int64_t *)(iq1s_grid + (q1[3] | ((qh[0] >> 1) & 0x700)))};
+            vector signed long long aux64x2_2 = {*(const int64_t *)(iq1s_grid + (q1[4] | ((qh[1] << 8) & 0x700))), *(const int64_t *)(iq1s_grid + (q1[5] | ((qh[1] << 5) & 0x700)))};
+            vector signed long long aux64x2_3 = {*(const int64_t *)(iq1s_grid + (q1[6] | ((qh[1] << 2) & 0x700))), *(const int64_t *)(iq1s_grid + (q1[7] | ((qh[1] >> 1) & 0x700)))};
+            q1 += 8;
+
+            vector signed char q1x0 = (vector signed char)aux64x2_0;
+            vector signed char q1x1 = (vector signed char)aux64x2_1;
+            vector signed char q1x2 = (vector signed char)aux64x2_2;
+            vector signed char q1x3 = (vector signed char)aux64x2_3;
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q1x0, q8y0), vec_mulo(q1x0, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q1x1, q8y1), vec_mulo(q1x1, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q1x2, q8y2), vec_mulo(q1x2, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q1x3, q8y3), vec_mulo(q1x3, q8y3));
+
+            const uint16_t ls0 = (uint16_t)((qh[0] >> 12) & 7);
+            const uint16_t ls1 = (uint16_t)((qh[1] >> 12) & 7);
+
+            vector signed short vscales01 = (vector signed short)vec_splats((uint16_t)(2*ls0+1));
+            vector signed short vscales23 = (vector signed short)vec_splats((uint16_t)(2*ls1+1));
+            vector signed short vscales = vec_sld(vscales23, vscales01, 8);
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales01), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales01), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales23), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales23), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales01), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales01), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales23), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales23), vsumi7);
+
+            vector signed short q8ysums = vec_xl_len(qs, 8);
+            qs += 4;
+            q8ysums = vec_mergeh(q8ysums, (vector signed short)v0);
+
+            vector signed short qxh = (vector signed short)vec_sld(vec_splats(qh[1]), vec_splats(qh[0]), 8);
+            qh += 2;
+            vector __bool short vsel = vec_cmpge(qxh, (vector signed short)v0);
+
+            vector signed short q8ysum = vec_sel((vector signed short)vec_xor((vector unsigned short)q8ysums, vsign), q8ysums, vsel);
+
+            vsumi8 = vec_add(vec_mule(q8ysum, vscales), vsumi8);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi8, 0), vec_mul(vd, vec_splats(IQ1S_DELTA)), vsumf0);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+    __m256 accum = (__m256)__lasx_xvldi(0);
+    float accum1 = 0;
+    for (int i = 0; i < nb; ++i) {
+
+        const int8_t   * q8 = y[i].qs;
+        const uint8_t  * qs = x[i].qs;
+        const uint16_t * qh = x[i].qh;
+
+        __m256i sumi = __lasx_xvldi(0);
+        int sumi1 = 0;
+        for (int ib = 0; ib < QK_K/32; ib += 2) {
+            __m256i q1b_1 = __lasx_xvinsgr2vr_d(q1b_1, iq1s_grid[qs[0] | ((qh[ib+0] << 8) & 0x700)], 0);
+            q1b_1 = __lasx_xvinsgr2vr_d(q1b_1, iq1s_grid[qs[1] | ((qh[ib+0] << 5) & 0x700)], 1);
+            q1b_1 = __lasx_xvinsgr2vr_d(q1b_1, iq1s_grid[qs[2] | ((qh[ib+0] << 2) & 0x700)], 2);
+            q1b_1 = __lasx_xvinsgr2vr_d(q1b_1, iq1s_grid[qs[3] | ((qh[ib+0] >> 1) & 0x700)], 3);
+
+            __m256i q1b_2 = __lasx_xvinsgr2vr_d(q1b_2, iq1s_grid[qs[4] | ((qh[ib+1] << 8) & 0x700)], 0);
+            q1b_2 = __lasx_xvinsgr2vr_d(q1b_2, iq1s_grid[qs[5] | ((qh[ib+1] << 5) & 0x700)], 1);
+            q1b_2 = __lasx_xvinsgr2vr_d(q1b_2, iq1s_grid[qs[6] | ((qh[ib+1] << 2) & 0x700)], 2);
+            q1b_2 = __lasx_xvinsgr2vr_d(q1b_2, iq1s_grid[qs[7] | ((qh[ib+1] >> 1) & 0x700)], 3);
+
+            qs += 8;
+            const __m256i q8b_1 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+            const __m256i q8b_2 = __lasx_xvld((const __m256i*)q8, 0); q8 += 32;
+
+            const __m256i dot1 = mul_add_epi8(q1b_1, q8b_1);
+            const __m256i dot2 = mul_add_epi8(q1b_2, q8b_2);
+            const int16_t ls1 = 2*((qh[ib+0] >> 12) & 7) + 1;
+            const int16_t ls2 = 2*((qh[ib+1] >> 12) & 7) + 1;
+
+            __m256i tmp1, tmp5, tmp6;
+            tmp1 = __lasx_xvreplgr2vr_h(ls1);
+            tmp5 = __lasx_xvmulwev_w_h(dot1, tmp1);
+            tmp6 = __lasx_xvmulwod_w_h(dot1, tmp1);
+            const __m256i p1 = __lasx_xvadd_w(tmp5, tmp6);
+
+            tmp1 = __lasx_xvreplgr2vr_h(ls2);
+            tmp5 = __lasx_xvmulwev_w_h(dot2, tmp1);
+            tmp6 = __lasx_xvmulwod_w_h(dot2, tmp1);
+            const __m256i p2 = __lasx_xvadd_w(tmp5, tmp6);
+
+            sumi = __lasx_xvadd_w(sumi, __lasx_xvadd_w(p1, p2));
+            sumi1 += (y[i].bsums[2*ib+0] + y[i].bsums[2*ib+1]) * (qh[ib+0] & 0x8000 ? -1 : 1) * ls1
+                   + (y[i].bsums[2*ib+2] + y[i].bsums[2*ib+3]) * (qh[ib+1] & 0x8000 ? -1 : 1) * ls2;
+        }
+
+        const float d = y[i].d * GGML_FP16_TO_FP32(x[i].d);
+        accum = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(d), __lasx_xvffint_s_w(sumi), accum);
+        accum1 += d * sumi1;
+    }
+
+    *s = hsum_float_8(accum) + IQ1S_DELTA * accum1;
+
 #else
 
     float sumf = 0;
@@ -9474,17 +10976,10 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
 
     const int nb = n / QK_K;
 
-#if QK_K != 64
     iq1m_scale_t scale;
-#endif
 
 #if defined __ARM_NEON
-
-#if QK_K == 64
-    const int32x4_t mask  = vdupq_n_s32(0xf);
-#else
     const int32x4_t mask  = vdupq_n_s32(0x7);
-#endif
     const int32x4_t mone  = vdupq_n_s32(1);
     const int32x4_t mzero = vdupq_n_s32(0);
 
@@ -9508,9 +11003,7 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
         const uint8_t  * qh = x[i].qh;
         const uint16_t * sc = (const uint16_t *)x[i].scales;
 
-#if QK_K != 64
         scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
-#endif
 
         int32x4_t sumi1 = mzero;
         int32x4_t sumi2 = mzero;
@@ -9539,11 +11032,8 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
             const int32x4_t p4 = vpaddq_s32(ggml_vdotq_s32(mzero, deltas.val[aux8[2]], q8b.val[2]), ggml_vdotq_s32(mzero, deltas.val[aux8[3]], q8b.val[3]));
             const int32x4_t p34 = vpaddq_s32(p3, p4);
 
-#if QK_K == 64
-            int32x4_t scales_4 = ggml_vld1q_u32(sc[0] >> 0, sc[0] >> 4, sc[0] >> 8, sc[0] >> 12);
-#else
             int32x4_t scales_4 = ggml_vld1q_u32(sc[ib/2] >> 0, sc[ib/2] >> 3, sc[ib/2] >> 6, sc[ib/2] >> 9);
-#endif
+
             scales_4 = vaddq_s32(vshlq_n_s32(vandq_s32(scales_4, mask), 1), mone);
 
             sumi1 = vmlaq_s32(sumi1, scales_4, p12);
@@ -9553,22 +11043,14 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
 
         }
 
-#if QK_K == 64
-        sumf += y[i].d * GGML_FP16_TO_FP32(x[i].d) * (vaddvq_s32(sumi1) + IQ1M_DELTA * vaddvq_s32(sumi2));
-#else
         sumf += y[i].d * GGML_FP16_TO_FP32(scale.f16) * (vaddvq_s32(sumi1) + IQ1M_DELTA * vaddvq_s32(sumi2));
-#endif
     }
 
     *s = sumf;
 
 #elif defined __AVX2__
 
-#if QK_K == 64
-    const __m256i mask = _mm256_set1_epi16(0xf);
-#else
     const __m256i mask = _mm256_set1_epi16(0x7);
-#endif
     const __m256i mone = _mm256_set1_epi16(1);
 
     __m256 accum1 = _mm256_setzero_ps();
@@ -9580,9 +11062,7 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
         const uint8_t  * qh = x[i].qh;
         const uint16_t * sc = (const uint16_t *)x[i].scales;
 
-#if QK_K != 64
         scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
-#endif
 
         __m256i sumi1 = _mm256_setzero_si256();
         __m256i sumi2 = _mm256_setzero_si256();
@@ -9612,13 +11092,10 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
 
             const __m256i dot3 = mul_add_epi8(delta1, q8b_1);
             const __m256i dot4 = mul_add_epi8(delta2, q8b_2);
-#if QK_K == 64
-            __m256i scale1 = MM256_SET_M128I(_mm_set1_epi16(sc[0] >>  4), _mm_set1_epi16(sc[0] >> 0));
-            __m256i scale2 = MM256_SET_M128I(_mm_set1_epi16(sc[0] >> 12), _mm_set1_epi16(sc[0] >> 8));
-#else
+
             __m256i scale1 = MM256_SET_M128I(_mm_set1_epi16(sc[ib/2] >> 3), _mm_set1_epi16(sc[ib/2] >> 0));
             __m256i scale2 = MM256_SET_M128I(_mm_set1_epi16(sc[ib/2] >> 9), _mm_set1_epi16(sc[ib/2] >> 6));
-#endif
+
             scale1 = _mm256_add_epi16(_mm256_slli_epi16(_mm256_and_si256(scale1, mask), 1), mone);
             scale2 = _mm256_add_epi16(_mm256_slli_epi16(_mm256_and_si256(scale2, mask), 1), mone);
             const __m256i p1 = _mm256_madd_epi16(dot1, scale1);
@@ -9632,14 +11109,10 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
             qs += 8; qh += 4;
         }
 
-#if QK_K == 64
-        const __m256 d = _mm256_set1_ps(y[i].d * GGML_FP16_TO_FP32(x[i].d));
-#else
         const __m256 d = _mm256_set1_ps(y[i].d * GGML_FP16_TO_FP32(scale.f16));
-#endif
+
         accum1 = _mm256_fmadd_ps(d, _mm256_cvtepi32_ps(sumi1), accum1);
         accum2 = _mm256_fmadd_ps(d, _mm256_cvtepi32_ps(sumi2), accum2);
-
     }
 
     *s = hsum_float_8(accum1) + IQ1M_DELTA * hsum_float_8(accum2);
@@ -9656,9 +11129,7 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
         const uint8_t  * qh = x[i].qh;
         const uint16_t * sc = (const uint16_t *)x[i].scales;
 
-#if QK_K != 64
         scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
-#endif
 
         int sumi1 = 0, sumi2 = 0;
         for (int ib = 0; ib < QK_K/32; ++ib) {
@@ -9678,24 +11149,17 @@ void ggml_vec_dot_iq1_m_q8_K  (int n, float * restrict s, size_t bs, const void
                 sum1[l/2] += lsum1;
                 sum2[l/2] += lsum2*delta[l];
             }
-#if QK_K == 64
-            const int ls1 = 2*((sc[0] >> (8*(ib%2)+0)) & 0xf) + 1;
-            const int ls2 = 2*((sc[0] >> (8*(ib%2)+4)) & 0xf) + 1;
-#else
+
             const int ls1 = 2*((sc[ib/2] >> (6*(ib%2)+0)) & 0x7) + 1;
             const int ls2 = 2*((sc[ib/2] >> (6*(ib%2)+3)) & 0x7) + 1;
-#endif
+
             sumi1 += sum1[0] * ls1 + sum1[1] * ls2;
             sumi2 += sum2[0] * ls1 + sum2[1] * ls2;
             qs += 4;
             qh += 2;
         }
 
-#if QK_K == 64
-        sumf += GGML_FP16_TO_FP32(x[i].d) * y[i].d * (sumi1 + IQ1M_DELTA * sumi2);
-#else
         sumf += GGML_FP16_TO_FP32(scale.f16) * y[i].d * (sumi1 + IQ1M_DELTA * sumi2);
-#endif
     }
 
     *s = sumf;
@@ -9783,6 +11247,84 @@ void ggml_vec_dot_iq4_nl_q8_0(int n, float * restrict s, size_t bs, const void *
 
     *s = hsum_float_8(_mm256_add_ps(accum1, accum2));
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+
+    const vector signed char values = vec_xl( 0, kvalues_iq4nl);
+
+#pragma GCC unroll 4
+    for (int ib = 0; ib < nb; ++ib) {
+        __builtin_prefetch(x[ib].qs, 0, 1);
+        __builtin_prefetch(y[ib].qs, 0, 1);
+
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[ib].d));
+        vector float vyd = vec_splats(GGML_FP16_TO_FP32(y[ib].d));
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed char qxs = (vector signed char)vec_xl( 0, x[ib].qs);
+        vector signed char q4x0 = vec_and(qxs, lowMask);
+        vector signed char q4x1 = vec_sr(qxs, v4);
+
+        q4x0 = vec_perm(values, values, (vector unsigned char)q4x0);
+        q4x1 = vec_perm(values, values, (vector unsigned char)q4x1);
+
+        vector signed char q8y0 = vec_xl( 0, y[ib].qs);
+        vector signed char q8y1 = vec_xl(16, y[ib].qs);
+
+        vector signed short qv0 = vec_add(vec_mule(q4x0, q8y0), vec_mulo(q4x0, q8y0));
+        vector signed short qv1 = vec_add(vec_mule(q4x1, q8y1), vec_mulo(q4x1, q8y1));
+
+        vector signed int vsumi0 = vec_add(vec_unpackh(qv0), vec_unpackl(qv0));
+        vector signed int vsumi1 = vec_add(vec_unpackh(qv1), vec_unpackl(qv1));
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined (__loongarch_asx)
+
+    const __m128i values128 = __lsx_vld((const __m128i*)kvalues_iq4nl, 0);
+    const __m128i m4b  = __lsx_vreplgr2vr_b(0x0f);
+    const __m256i mone = __lasx_xvreplgr2vr_h(1);
+
+    __m256 accum1 = (__m256)__lasx_xvldi(0);
+    __m256 accum2 = (__m256)__lasx_xvldi(0);
+    for (int ib = 0; ib < nb; ib += 2) {
+        const __m128i q4bits_1 = __lsx_vld((const __m128i*)x[0].qs, 0);
+        const __m128i q4bits_2 = __lsx_vld((const __m128i*)x[1].qs, 0);
+        const __m256i q8b_1 = __lasx_xvld((const __m256i *)y[0].qs, 0);
+        const __m256i q8b_2 = __lasx_xvld((const __m256i *)y[1].qs, 0);
+        const __m256i q4b_1 = lasx_insertf128(lsx_shuffle_b(values128, __lsx_vand_v(__lsx_vsrli_h(q4bits_1, 4), m4b)),
+                                              lsx_shuffle_b(values128, __lsx_vand_v(q4bits_1, m4b)));
+        const __m256i q4b_2 = lasx_insertf128(lsx_shuffle_b(values128, __lsx_vand_v(__lsx_vsrli_h(q4bits_2, 4), m4b)),
+                                              lsx_shuffle_b(values128, __lsx_vand_v(q4bits_2, m4b)));
+        const __m256i p16_1 = mul_add_epi8(q4b_1, q8b_1);
+        const __m256i p16_2 = mul_add_epi8(q4b_2, q8b_2);
+        const __m256i p_1 = lasx_madd_h(p16_1, mone);
+        const __m256i p_2 = lasx_madd_h(p16_2, mone);
+        accum1 = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(y[0].d)*GGML_FP16_TO_FP32(x[0].d)),
+                __lasx_xvffint_s_w(p_1), accum1);
+        accum2 = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(y[1].d)*GGML_FP16_TO_FP32(x[1].d)),
+                __lasx_xvffint_s_w(p_2), accum2);
+
+        y += 2;
+        x += 2;
+    }
+
+    *s = hsum_float_8(__lasx_xvfadd_s(accum1, accum2));
+
 #else
     float sumf = 0;
     for (int ib = 0; ib < nb; ++ib) {
@@ -9805,9 +11347,6 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * restrict s, size_t bs, const void *
     UNUSED(by);
     UNUSED(bs);
     assert(n % QK_K == 0);
-#if QK_K == 64
-    ggml_vec_dot_iq4_nl_q8_0(n, s, bs, vx, bx, vy, by, nrc);
-#else
 
     const block_iq4_xs * restrict x = vx;
     const block_q8_K   * restrict y = vy;
@@ -9894,6 +11433,179 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * restrict s, size_t bs, const void *
 
     *s = hsum_float_8(accum);
 
+#elif defined(__POWER9_VECTOR__)
+    const vector signed char lowMask = vec_splats((signed char)0xF);
+    const vector unsigned char v4 = vec_splats((unsigned char)0x4);
+
+    vector float vsumf0 = vec_splats(0.0f);
+    vector float vsumf1 = vec_splats(0.0f);
+    vector float vsumf2 = vec_splats(0.0f);
+    vector float vsumf3 = vec_splats(0.0f);
+
+    const vector signed char values = vec_xl( 0, kvalues_iq4nl);
+
+    for (int ibl = 0; ibl < nb; ++ibl) {
+
+        vector float vxd = vec_splats(GGML_FP16_TO_FP32(x[ibl].d));
+        vector float vyd = vec_splats(y[ibl].d);
+        vector float vd = vec_mul(vxd, vyd);
+
+        vector signed int vsumi0 = vec_splats((int32_t)0);
+        vector signed int vsumi1 = vec_splats((int32_t)0);
+        vector signed int vsumi2 = vec_splats((int32_t)0);
+        vector signed int vsumi3 = vec_splats((int32_t)0);
+        vector signed int vsumi4 = vec_splats((int32_t)0);
+        vector signed int vsumi5 = vec_splats((int32_t)0);
+        vector signed int vsumi6 = vec_splats((int32_t)0);
+        vector signed int vsumi7 = vec_splats((int32_t)0);
+
+        uint16_t h = x[ibl].scales_h;
+
+        const uint8_t * restrict q4 = x[ibl].qs;
+        const uint8_t * restrict sc = x[ibl].scales_l;
+        const int8_t  * restrict q8 = y[ibl].qs;
+
+        for (int ib = 0; ib < QK_K/64; ib ++ ) {
+            __builtin_prefetch(q4, 0, 1);
+            __builtin_prefetch(q8, 0, 1);
+
+            vector signed char qxs0 = (vector signed char)vec_xl( 0, q4);
+            vector signed char qxs1 = (vector signed char)vec_xl(16, q4);
+            q4 += 32;
+
+            vector signed char q4x00 = (vector signed char)vec_and(qxs0, lowMask);
+            vector signed char q4x01 = (vector signed char)vec_sr(qxs0, v4);
+            vector signed char q4x10 = (vector signed char)vec_and(qxs1, lowMask);
+            vector signed char q4x11 = (vector signed char)vec_sr(qxs1, v4);
+
+            q4x00 = vec_perm(values, values, (vector unsigned char)q4x00);
+            q4x01 = vec_perm(values, values, (vector unsigned char)q4x01);
+            q4x10 = vec_perm(values, values, (vector unsigned char)q4x10);
+            q4x11 = vec_perm(values, values, (vector unsigned char)q4x11);
+
+            vector signed char q8y0 = vec_xl( 0, q8);
+            vector signed char q8y1 = vec_xl(16, q8);
+            vector signed char q8y2 = vec_xl(32, q8);
+            vector signed char q8y3 = vec_xl(48, q8);
+            q8 += 64;
+
+            vector signed short qv0 = vec_add(vec_mule(q4x00, q8y0), vec_mulo(q4x00, q8y0));
+            vector signed short qv1 = vec_add(vec_mule(q4x01, q8y1), vec_mulo(q4x01, q8y1));
+            vector signed short qv2 = vec_add(vec_mule(q4x10, q8y2), vec_mulo(q4x10, q8y2));
+            vector signed short qv3 = vec_add(vec_mule(q4x11, q8y3), vec_mulo(q4x11, q8y3));
+
+            const uint16_t ls0 = (uint16_t)(((sc[0] & 0xf) | ((h << 4) & 0x30)) - 32);
+            const uint16_t ls1 = (uint16_t)(((sc[0] >>  4) | ((h << 2) & 0x30)) - 32);
+            h >>= 4;
+            sc ++;
+
+            vector signed short vscales01 = vec_splats((int16_t)ls0);
+            vector signed short vscales23 = vec_splats((int16_t)ls1);
+
+            vsumi0 = vec_add(vec_mule(qv0, vscales01), vsumi0);
+            vsumi1 = vec_add(vec_mule(qv1, vscales01), vsumi1);
+            vsumi2 = vec_add(vec_mule(qv2, vscales23), vsumi2);
+            vsumi3 = vec_add(vec_mule(qv3, vscales23), vsumi3);
+            vsumi4 = vec_add(vec_mulo(qv0, vscales01), vsumi4);
+            vsumi5 = vec_add(vec_mulo(qv1, vscales01), vsumi5);
+            vsumi6 = vec_add(vec_mulo(qv2, vscales23), vsumi6);
+            vsumi7 = vec_add(vec_mulo(qv3, vscales23), vsumi7);
+        }
+
+        vsumi0 = vec_add(vsumi0, vsumi4);
+        vsumi1 = vec_add(vsumi1, vsumi5);
+        vsumi2 = vec_add(vsumi2, vsumi6);
+        vsumi3 = vec_add(vsumi3, vsumi7);
+
+        vsumf0 = vec_madd(vec_ctf(vsumi0, 0), vd, vsumf0);
+        vsumf1 = vec_madd(vec_ctf(vsumi1, 0), vd, vsumf1);
+        vsumf2 = vec_madd(vec_ctf(vsumi2, 0), vd, vsumf2);
+        vsumf3 = vec_madd(vec_ctf(vsumi3, 0), vd, vsumf3);
+    }
+
+    vsumf0 = vec_add(vsumf0, vsumf2);
+    vsumf1 = vec_add(vsumf1, vsumf3);
+
+    vsumf0 = vec_add(vsumf0, vsumf1);
+
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 4));
+    vsumf0 = vec_add(vsumf0, vec_sld(vsumf0, vsumf0, 8));
+
+    *s = vec_extract(vsumf0, 0);
+
+#elif defined(__loongarch_asx)
+
+    const __m128i values128 = __lsx_vld((const __m128i*)kvalues_iq4nl, 0);
+    const __m128i m4b  = __lsx_vreplgr2vr_b(0x0f);
+
+    __m256 accum = (__m256)__lasx_xvldi(0);
+    __m256i tmp1;
+    __m128i tmp0, tmp2, tmp3, tmp4, mask_8f, mask;
+
+    mask_8f = __lsx_vreplgr2vr_b(0x8f);
+    for (int ibl = 0; ibl < nb; ++ibl) {
+        const uint8_t * qs = x[ibl].qs;
+        const int8_t  * q8 = y[ibl].qs;
+        uint16_t sh = x[ibl].scales_h;
+        __m256i sumi1 = __lasx_xvldi(0);
+        __m256i sumi2 = __lasx_xvldi(0);
+        __m128i zero = __lsx_vldi(0);
+        for (int ib = 0; ib < QK_K/32; ib += 2) {
+            const __m128i q4bits_1 = __lsx_vld((const __m128i*)qs, 0);  qs += 16;
+            const __m128i q4bits_2 = __lsx_vld((const __m128i*)qs, 0);  qs += 16;
+            const __m256i q8b_1 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            const __m256i q8b_2 = __lasx_xvld((const __m256i *)q8, 0); q8 += 32;
+            tmp2 = __lsx_vand_v(__lsx_vand_v(__lsx_vsrli_h(q4bits_1, 4), m4b), mask_8f);
+            tmp0 = __lsx_vori_b(tmp2, 0x10);
+            mask = __lsx_vsle_b(zero, tmp2);
+            tmp3 = __lsx_vand_v(tmp0, mask);
+            tmp3 = __lsx_vshuf_b(values128, zero, tmp3);
+
+            tmp2 = __lsx_vand_v(__lsx_vand_v(q4bits_1, m4b), mask_8f);
+            tmp0 = __lsx_vori_b(tmp2, 0x10);
+            mask = __lsx_vsle_b(zero, tmp2);
+            tmp4 = __lsx_vand_v(tmp0, mask);
+            tmp4 = __lsx_vshuf_b(values128, zero, tmp4);
+
+            const __m256i q4b_1 = lasx_insertf128(tmp3, tmp4);
+
+            tmp2 = __lsx_vand_v(__lsx_vand_v(__lsx_vsrli_h(q4bits_2, 4), m4b), mask_8f);
+            tmp0 = __lsx_vori_b(tmp2, 0x10);
+            mask = __lsx_vsle_b(zero, tmp2);
+            tmp3 = __lsx_vand_v(tmp0, mask);
+            tmp3 = __lsx_vshuf_b(values128, zero, tmp3);
+
+            tmp2 = __lsx_vand_v(__lsx_vand_v(q4bits_2, m4b), mask_8f);
+            tmp0 = __lsx_vori_b(tmp2, 0x10);
+            mask = __lsx_vsle_b(zero, tmp2);
+            tmp4 = __lsx_vand_v(tmp0, mask);
+            tmp4 = __lsx_vshuf_b(values128, zero, tmp4);
+
+            const __m256i q4b_2 = lasx_insertf128(tmp3, tmp4);
+
+            const __m256i p16_1 = mul_add_epi8(q4b_1, q8b_1);
+            const __m256i p16_2 = mul_add_epi8(q4b_2, q8b_2);
+            const int16_t ls1 = ((x[ibl].scales_l[ib/2] & 0xf) | ((sh << 4) & 0x30)) - 32;
+            const int16_t ls2 = ((x[ibl].scales_l[ib/2] >>  4) | ((sh << 2) & 0x30)) - 32;
+            sh >>= 4;
+            __m256i tmp5, tmp6;
+            tmp1 = __lasx_xvreplgr2vr_h(ls1);
+            tmp5 = __lasx_xvmulwev_w_h(p16_1, tmp1);
+            tmp6 = __lasx_xvmulwod_w_h(p16_1, tmp1);
+            const __m256i p_1 = __lasx_xvadd_w(tmp5, tmp6);
+            tmp1 = __lasx_xvreplgr2vr_h(ls2);
+            tmp5 = __lasx_xvmulwev_w_h(p16_2, tmp1);
+            tmp6 = __lasx_xvmulwod_w_h(p16_2, tmp1);
+            const __m256i p_2 = __lasx_xvadd_w(tmp5, tmp6);
+            sumi1 = __lasx_xvadd_w(p_1, sumi1);
+            sumi2 = __lasx_xvadd_w(p_2, sumi2);
+        }
+        accum = __lasx_xvfmadd_s(__lasx_xvreplfr2vr_s(GGML_FP16_TO_FP32(x[ibl].d)*y[ibl].d),
+                __lasx_xvffint_s_w(__lasx_xvadd_w(sumi1, sumi2)), accum);
+    }
+
+    *s = hsum_float_8(accum);
+
 #else
     float sumf = 0;
     for (int ibl = 0; ibl < nb; ++ibl) {
@@ -9927,7 +11639,6 @@ void ggml_vec_dot_iq4_xs_q8_K(int n, float * restrict s, size_t bs, const void *
     }
     *s = sumf;
 #endif
-#endif
 }
 
 // ================================ IQ2 quantization =============================================
@@ -10425,7 +12136,7 @@ static void quantize_row_iq2_xxs_impl(const float * restrict x, void * restrict
             }
             float max = xval[0];
             for (int i = 1; i < 32; ++i) max = MAX(max, xval[i]);
-            if (!max) {
+            if (max < GROUP_MAX_EPS) {
                 scales[ib] = 0;
                 memset(L, 0, 32);
                 continue;
@@ -10503,7 +12214,7 @@ static void quantize_row_iq2_xxs_impl(const float * restrict x, void * restrict
                     printf("\n");
                     GGML_ASSERT(false);
                 }
-                q2[2*ib+0] |= (grid_index << 8*k);
+                q2[2*ib+0] |= ((uint32_t) grid_index << 8*k);
                 q2[2*ib+1] |= (block_signs[k] << 7*k);
             }
             GGML_ASSERT(scale >= 0);
@@ -10601,7 +12312,7 @@ static void quantize_row_iq2_xs_impl(const float * restrict x, void * restrict v
             }
             float max = xval[0];
             for (int i = 1; i < 16; ++i) max = MAX(max, xval[i]);
-            if (!max) {
+            if (max < GROUP_MAX_EPS) {
                 scales[ib] = 0;
                 memset(L, 0, 16);
                 continue;
@@ -11042,7 +12753,7 @@ static void quantize_row_iq3_xxs_impl(int grid_size, const float * restrict x, v
             }
             float max = xval[0];
             for (int i = 1; i < 32; ++i) max = MAX(max, xval[i]);
-            if (!max) {
+            if (max < GROUP_MAX_EPS_IQ3_XXS) {
                 scales[ib] = 0;
                 memset(L, 0, 32);
                 continue;
@@ -11582,7 +13293,7 @@ static void quantize_row_iq1_s_impl(const float * restrict x, void * restrict vy
             for (int i = 0; i < block_size; ++i) weight[i] = qw[i] * sqrtf(sigma2 + xb[i]*xb[i]);
             float max = fabsf(xb[0]);
             for (int i = 1; i < block_size; ++i) max = MAX(max, fabsf(xb[i]));
-            if (!max) {
+            if (max < GROUP_MAX_EPS_IQ1_S) {
                 scales[ib] = 0;
                 memset(L, 1, block_size);
                 continue;
@@ -11745,10 +13456,6 @@ static void quantize_row_iq1_m_impl(const float * restrict x, void * restrict vy
     const float * xx;
 
     for (int ibl = 0; ibl < nbl; ++ibl) {
-
-#if QK_K == 64
-        y[ibl].d = GGML_FP32_TO_FP16(0.f);
-#endif
         memset(y[ibl].qs, 0, QK_K/8);
         memset(y[ibl].qh, 0, QK_K/16);
         memset(y[ibl].scales, 0, QK_K/32);
@@ -11770,7 +13477,7 @@ static void quantize_row_iq1_m_impl(const float * restrict x, void * restrict vy
             }
             float max = fabsf(xb[0]);
             for (int i = 1; i < block_size; ++i) max = MAX(max, fabsf(xb[i]));
-            if (!max) {
+            if (max < GROUP_MAX_EPS_IQ1_M) {
                 scales[ib] = 0;
                 memset(L, 1, block_size);
                 continue;
@@ -11923,22 +13630,13 @@ static void quantize_row_iq1_m_impl(const float * restrict x, void * restrict vy
         }
 
         uint16_t * sc = (uint16_t *)y[ibl].scales;
-#if QK_K == 64
-        float d = max_scale/31;
-#else
         float d = max_scale/15;
-#endif
         float id = 1/d;
         float sumqx_f = 0, sumq2_f = 0;
         for (int ib = 0; ib < QK_K/block_size; ++ib) {
             int l = nearest_int(0.5f*(id*scales[ib+0]-1));
-#if QK_K == 64
-            l = MAX(0, MIN(15, l));
-            sc[ib/4] |= (l << 4*(ib%4));
-#else
             l = MAX(0, MIN(7, l));
             sc[ib/4] |= (l << 3*(ib%4));
-#endif
             y[ibl].qh[ib] |= masks[shifts[ib]];
             const float * xb = xbl + block_size*ib;
             if (quant_weights) {
@@ -11961,14 +13659,10 @@ static void quantize_row_iq1_m_impl(const float * restrict x, void * restrict vy
         }
         if (sumq2_f > 0) d = sumqx_f/sumq2_f;
         s.f16 = GGML_FP32_TO_FP16(d*1.1125f); // 1.1125f is another fudge factor. Don't ask me why it is needed.
-#if QK_K == 64
-        y[ibl].d = s.f16;
-#else
         sc[0] |= ((s.u16 & 0x000f) << 12);
         sc[1] |= ((s.u16 & 0x00f0) <<  8);
         sc[2] |= ((s.u16 & 0x0f00) <<  4);
         sc[3] |= ((s.u16 & 0xf000) <<  0);
-#endif
     }
 }
 
@@ -12034,7 +13728,7 @@ static void quantize_row_iq4_nl_impl(const int super_block_size, const int block
                 amax = ax; max = xb[j];
             }
         }
-        if (!amax) {
+        if (amax < GROUP_MAX_EPS) {
             scales[ib] = 0;
             continue;
         }
@@ -12157,9 +13851,6 @@ void quantize_row_iq4_nl_reference(const float * restrict x, block_iq4_nl * rest
 }
 
 size_t quantize_iq4_xs(const float * restrict src, void * restrict dst, int64_t nrow, int64_t n_per_row, const float * quant_weights) {
-#if QK_K == 64
-    return quantize_iq4_nl(src, dst, nrow, n_per_row, quant_weights);
-#else
     GGML_ASSERT(n_per_row%QK_K == 0);
     int64_t nblock = n_per_row/QK_K;
     char * qrow = (char *)dst;
@@ -12177,7 +13868,6 @@ size_t quantize_iq4_xs(const float * restrict src, void * restrict dst, int64_t
         qrow += nblock*sizeof(block_iq4_xs);
     }
     return nrow * nblock * sizeof(block_iq4_xs);
-#endif
 }
 
 void quantize_row_iq4_xs(const float * restrict x, void * restrict vy, int64_t k) {
@@ -12255,7 +13945,7 @@ static void quantize_row_iq2_s_impl(const float * restrict x, void * restrict vy
             }
             float max = xval[0];
             for (int i = 1; i < 16; ++i) max = MAX(max, xval[i]);
-            if (!max) {
+            if (max < GROUP_MAX_EPS_IQ2_S) {
                 scales[ib] = 0;
                 continue;
             }
@@ -12589,19 +14279,11 @@ bool ggml_validate_row_data(enum ggml_type type, const void * data, size_t nbyte
             } break;
         case GGML_TYPE_Q4_K:
             {
-            #ifdef GGML_QKK_64
-                VALIDATE_ROW_DATA_DM_F16_IMPL(block_q4_K, data, nb, d[0], d[1]);
-            #else
                 VALIDATE_ROW_DATA_DM_F16_IMPL(block_q4_K, data, nb, d, dmin);
-            #endif
             } break;
         case GGML_TYPE_Q5_K:
             {
-            #ifdef GGML_QKK_64
-                VALIDATE_ROW_DATA_D_F16_IMPL(block_q5_K, data, nb);
-            #else
                 VALIDATE_ROW_DATA_DM_F16_IMPL(block_q5_K, data, nb, d, dmin);
-            #endif
             } break;
         case GGML_TYPE_Q6_K:
             {
@@ -12624,18 +14306,12 @@ bool ggml_validate_row_data(enum ggml_type type, const void * data, size_t nbyte
             {
                 const block_iq1_m * q = (const block_iq1_m *) data;
                 for (size_t i = 0; i < nb; ++i) {
-                #if QK_K == 64
-                    if (!validate_fp16(q[i].d, i)) {
-                        return false;
-                    }
-                #else
                     iq1m_scale_t scale;
                     const uint16_t * sc = (const uint16_t *)q[i].scales;
                     scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
                     if (!validate_fp16(scale.f16, i)) {
                         return false;
                     }
-                #endif
                 }
             } break;
         case GGML_TYPE_IQ2_XXS:
@@ -12660,12 +14336,9 @@ bool ggml_validate_row_data(enum ggml_type type, const void * data, size_t nbyte
                 VALIDATE_ROW_DATA_D_F16_IMPL(block_iq3_s, data, nb);
             } break;
         case GGML_TYPE_IQ4_XS:
-        #if QK_K != 64
             {
                 VALIDATE_ROW_DATA_D_F16_IMPL(block_iq4_xs, data, nb);
             } break;
-        #endif
-        // with QK_K == 64, iq4_xs is iq4_nl
         case GGML_TYPE_IQ4_NL:
             {
                 VALIDATE_ROW_DATA_D_F16_IMPL(block_iq4_nl, data, nb);
diff --git a/ggml-rpc.cpp b/ggml-rpc.cpp
new file mode 100644
index 000000000..49a20df4b
--- /dev/null
+++ b/ggml-rpc.cpp
@@ -0,0 +1,1172 @@
+#include "ggml-rpc.h"
+#include "ggml.h"
+#include "ggml-backend-impl.h"
+
+#include <cinttypes>
+#include <string>
+#include <vector>
+#include <memory>
+#include <mutex>
+#include <unordered_map>
+#include <unordered_set>
+#ifdef _WIN32
+#  define WIN32_LEAN_AND_MEAN
+#  ifndef NOMINMAX
+#     define NOMINMAX
+#  endif
+#  include <windows.h>
+#  include <winsock2.h>
+#else
+#  include <arpa/inet.h>
+#  include <sys/socket.h>
+#  include <sys/types.h>
+#  include <netinet/in.h>
+#  include <netinet/tcp.h>
+#  include <netdb.h>
+#  include <unistd.h>
+#endif
+#include <string.h>
+
+#define UNUSED GGML_UNUSED
+
+#define GGML_DEBUG 0
+#if (GGML_DEBUG >= 1)
+#define GGML_PRINT_DEBUG(...) printf(__VA_ARGS__)
+#else
+#define GGML_PRINT_DEBUG(...)
+#endif
+
+#ifdef _WIN32
+typedef SOCKET sockfd_t;
+using ssize_t = __int64;
+#else
+typedef int sockfd_t;
+#endif
+
+// cross-platform socket
+struct socket_t {
+    sockfd_t fd;
+    socket_t(sockfd_t fd) : fd(fd) {}
+    ~socket_t() {
+        GGML_PRINT_DEBUG("[%s] closing socket %d\n", __func__, this->fd);
+#ifdef _WIN32
+        closesocket(this->fd);
+#else
+        close(this->fd);
+#endif
+    }
+};
+
+// ggml_tensor is serialized into rpc_tensor
+#pragma pack(push, 1)
+struct rpc_tensor {
+    uint64_t id;
+    uint32_t type;
+    uint64_t buffer;
+    uint32_t ne[GGML_MAX_DIMS];
+    uint32_t nb[GGML_MAX_DIMS];
+    uint32_t op;
+    int32_t  op_params[GGML_MAX_OP_PARAMS / sizeof(int32_t)];
+    int32_t  flags;
+    uint64_t src[GGML_MAX_SRC];
+    uint64_t view_src;
+    uint64_t view_offs;
+    uint64_t data;
+    char name[GGML_MAX_NAME];
+};
+#pragma pack(pop)
+
+// RPC commands
+enum rpc_cmd {
+    ALLOC_BUFFER = 0,
+    GET_ALIGNMENT,
+    GET_MAX_SIZE,
+    BUFFER_GET_BASE,
+    FREE_BUFFER,
+    BUFFER_CLEAR,
+    SET_TENSOR,
+    GET_TENSOR,
+    COPY_TENSOR,
+    GRAPH_COMPUTE,
+    GET_DEVICE_MEMORY,
+};
+
+// RPC data structures
+
+static ggml_guid_t ggml_backend_rpc_guid() {
+    static ggml_guid guid = {0x99, 0x68, 0x5b, 0x6c, 0xd2, 0x83, 0x3d, 0x24, 0x25, 0x36, 0x72, 0xe1, 0x5b, 0x0e, 0x14, 0x03};
+    return &guid;
+}
+
+struct ggml_backend_rpc_buffer_type_context {
+    std::string endpoint;
+    std::string name;
+    size_t alignment;
+    size_t max_size;
+};
+
+struct ggml_backend_rpc_context {
+    std::string endpoint;
+    std::string name;
+};
+
+struct ggml_backend_rpc_buffer_context {
+    std::shared_ptr<socket_t> sock;
+    std::unordered_map<ggml_backend_buffer_t, void *> base_cache;
+    uint64_t remote_ptr;
+    std::string name;
+};
+
+// RPC helper functions
+
+static std::shared_ptr<socket_t> make_socket(sockfd_t fd) {
+#ifdef _WIN32
+    if (fd == INVALID_SOCKET) {
+        return nullptr;
+    }
+#else
+    if (fd < 0) {
+        return nullptr;
+    }
+#endif
+    return std::make_shared<socket_t>(fd);
+}
+
+static bool set_no_delay(sockfd_t sockfd) {
+    int flag = 1;
+    // set TCP_NODELAY to disable Nagle's algorithm
+    int ret = setsockopt(sockfd, IPPROTO_TCP, TCP_NODELAY, (char *)&flag, sizeof(int));
+    return ret == 0;
+}
+
+static bool set_reuse_addr(sockfd_t sockfd) {
+    int flag = 1;
+    int ret = setsockopt(sockfd, SOL_SOCKET, SO_REUSEADDR, (char *)&flag, sizeof(int));
+    return ret == 0;
+}
+
+static std::shared_ptr<socket_t> socket_connect(const char * host, int port) {
+    struct sockaddr_in addr;
+    auto sockfd = socket(AF_INET, SOCK_STREAM, 0);
+    auto sock_ptr = make_socket(sockfd);
+    if (sock_ptr == nullptr) {
+        return nullptr;
+    }
+    if (!set_no_delay(sockfd)) {
+        fprintf(stderr, "Failed to set TCP_NODELAY\n");
+        return nullptr;
+    }
+    addr.sin_family = AF_INET;
+    addr.sin_port = htons(port);
+    struct hostent * server = gethostbyname(host);
+    if (server == NULL) {
+        fprintf(stderr, "Cannot resolve host '%s'\n", host);
+        return nullptr;
+    }
+    memcpy(&addr.sin_addr.s_addr, server->h_addr, server->h_length);
+    if (connect(sock_ptr->fd, (struct sockaddr *)&addr, sizeof(addr)) < 0) {
+        return nullptr;
+    }
+    return sock_ptr;
+}
+
+static std::shared_ptr<socket_t> socket_accept(sockfd_t srv_sockfd) {
+    auto client_socket_fd = accept(srv_sockfd, NULL, NULL);
+    auto client_socket = make_socket(client_socket_fd);
+    if (client_socket == nullptr) {
+        return nullptr;
+    }
+    if (!set_no_delay(client_socket_fd)) {
+        fprintf(stderr, "Failed to set TCP_NODELAY\n");
+        return nullptr;
+    }
+    return client_socket;
+}
+
+static std::shared_ptr<socket_t> create_server_socket(const char * host, int port) {
+    auto sockfd = socket(AF_INET, SOCK_STREAM, 0);
+    auto sock = make_socket(sockfd);
+    if (sock == nullptr) {
+        return nullptr;
+    }
+    if (!set_reuse_addr(sockfd)) {
+        fprintf(stderr, "Failed to set SO_REUSEADDR\n");
+        return nullptr;
+    }
+    struct sockaddr_in serv_addr;
+    serv_addr.sin_family = AF_INET;
+    serv_addr.sin_addr.s_addr = inet_addr(host);
+    serv_addr.sin_port = htons(port);
+
+    if (bind(sockfd, (struct sockaddr *) &serv_addr, sizeof(serv_addr)) < 0) {
+        return nullptr;
+    }
+    if (listen(sockfd, 1) < 0) {
+        return nullptr;
+    }
+    return sock;
+}
+
+static bool send_data(sockfd_t sockfd, const void * data, size_t size) {
+    size_t bytes_sent = 0;
+    while (bytes_sent < size) {
+        ssize_t n = send(sockfd, (const char *)data + bytes_sent, size - bytes_sent, 0);
+        if (n < 0) {
+            return false;
+        }
+        bytes_sent += n;
+    }
+    return true;
+}
+
+static bool recv_data(sockfd_t sockfd, void * data, size_t size) {
+    size_t bytes_recv = 0;
+    while (bytes_recv < size) {
+        ssize_t n = recv(sockfd, (char *)data + bytes_recv, size - bytes_recv, 0);
+        if (n <= 0) {
+            return false;
+        }
+        bytes_recv += n;
+    }
+    return true;
+}
+
+static bool parse_endpoint(const std::string & endpoint, std::string & host, int & port) {
+    size_t pos = endpoint.find(':');
+    if (pos == std::string::npos) {
+        return false;
+    }
+    host = endpoint.substr(0, pos);
+    port = std::stoi(endpoint.substr(pos + 1));
+    return true;
+}
+
+// RPC request : | rpc_cmd (1 byte) | request_size (8 bytes) | request_data (request_size bytes) |
+// RPC response: | response_size (8 bytes) | response_data (response_size bytes) |
+static bool send_rpc_cmd(const std::shared_ptr<socket_t> & sock, enum rpc_cmd cmd, const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    uint8_t cmd_byte = cmd;
+    if (!send_data(sock->fd, &cmd_byte, sizeof(cmd_byte))) {
+        return false;
+    }
+    uint64_t input_size = input.size();
+    if (!send_data(sock->fd, &input_size, sizeof(input_size))) {
+        return false;
+    }
+    if (!send_data(sock->fd, input.data(), input.size())) {
+        return false;
+    }
+    uint64_t output_size;
+    if (!recv_data(sock->fd, &output_size, sizeof(output_size))) {
+        return false;
+    }
+    if (output_size == 0) {
+        output.clear();
+        return true;
+    }
+    output.resize(output_size);
+    if (!recv_data(sock->fd, output.data(), output_size)) {
+        return false;
+    }
+    return true;
+}
+
+// RPC client-side implementation
+
+static std::shared_ptr<socket_t> get_socket(const std::string & endpoint) {
+    static std::mutex mutex;
+    std::lock_guard<std::mutex> lock(mutex);
+    static std::unordered_map<std::string, std::weak_ptr<socket_t>> sockets;
+    static bool initialized = false;
+
+    auto it = sockets.find(endpoint);
+    if (it != sockets.end()) {
+        if (auto sock = it->second.lock()) {
+            return sock;
+        }
+    }
+    std::string host;
+    int port;
+    if (!parse_endpoint(endpoint, host, port)) {
+        return nullptr;
+    }
+#ifdef _WIN32
+    if (!initialized) {
+        WSADATA wsaData;
+        int res = WSAStartup(MAKEWORD(2, 2), &wsaData);
+        if (res != 0) {
+            return nullptr;
+        }
+        initialized = true;
+    }
+#else
+    UNUSED(initialized);
+#endif
+    auto sock = socket_connect(host.c_str(), port);
+    if (sock == nullptr) {
+        return nullptr;
+    }
+    GGML_PRINT_DEBUG("[%s] connected to %s, sockfd=%d\n", __func__, endpoint.c_str(), sock->fd);
+    sockets[endpoint] = sock;
+    return sock;
+}
+
+GGML_CALL static const char * ggml_backend_rpc_buffer_get_name(ggml_backend_buffer_t buffer) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    return ctx->name.c_str();
+}
+
+GGML_CALL static void ggml_backend_rpc_buffer_free_buffer(ggml_backend_buffer_t buffer) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    // input serialization format: | remote_ptr (8 bytes) |
+    std::vector<uint8_t> input(sizeof(uint64_t), 0);
+    uint64_t remote_ptr = ctx->remote_ptr;
+    memcpy(input.data(), &remote_ptr, sizeof(remote_ptr));
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, FREE_BUFFER, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.empty());
+    delete ctx;
+}
+
+GGML_CALL static void * ggml_backend_rpc_buffer_get_base(ggml_backend_buffer_t buffer) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    if (ctx->base_cache.find(buffer) != ctx->base_cache.end()) {
+        return ctx->base_cache[buffer];
+    }
+    // input serialization format: | remote_ptr (8 bytes) |
+    std::vector<uint8_t> input(sizeof(uint64_t), 0);
+    uint64_t remote_ptr = ctx->remote_ptr;
+    memcpy(input.data(), &remote_ptr, sizeof(remote_ptr));
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, BUFFER_GET_BASE, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == sizeof(uint64_t));
+    // output serialization format: | base_ptr (8 bytes) |
+    uint64_t base_ptr;
+    memcpy(&base_ptr, output.data(), sizeof(base_ptr));
+    void * base = reinterpret_cast<void *>(base_ptr);
+    ctx->base_cache[buffer] = base;
+    return base;
+}
+
+static rpc_tensor serialize_tensor(const ggml_tensor * tensor) {
+    rpc_tensor result;
+    result.id = reinterpret_cast<uint64_t>(tensor);
+    result.type = tensor->type;
+    if (tensor->buffer) {
+        ggml_backend_buffer_t buffer = tensor->buffer;
+        ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+        result.buffer = ctx->remote_ptr;
+    } else {
+        result.buffer = 0;
+    }
+    for (uint32_t i = 0; i < GGML_MAX_DIMS; i++) {
+        result.ne[i] = tensor->ne[i];
+        result.nb[i] = tensor->nb[i];
+    }
+    result.op = tensor->op;
+    for (uint32_t i = 0; i < GGML_MAX_OP_PARAMS / sizeof(int32_t); i++) {
+        result.op_params[i] = tensor->op_params[i];
+    }
+    result.flags = tensor->flags;
+    for (uint32_t i = 0; i < GGML_MAX_SRC; i++) {
+        result.src[i] = reinterpret_cast<uint64_t>(tensor->src[i]);
+    }
+    result.view_src = reinterpret_cast<uint64_t>(tensor->view_src);
+    result.view_offs = tensor->view_offs;
+    result.data = reinterpret_cast<uint64_t>(tensor->data);
+    snprintf(result.name, GGML_MAX_NAME, "%s", tensor->name);
+    return result;
+}
+
+GGML_CALL static void ggml_backend_rpc_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) {
+    UNUSED(buffer);
+    if (ggml_is_quantized(tensor->type)) {
+        // TODO: this check is due to MATRIX_ROW_PADDING in CUDA and should be generalized
+        GGML_ASSERT(tensor->ne[0] % 512 == 0 && "unsupported quantized tensor");
+    }
+}
+
+GGML_CALL static void ggml_backend_rpc_buffer_set_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor, const void * data, size_t offset, size_t size) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    // input serialization format: | rpc_tensor | offset (8 bytes) | data (size bytes) |
+    size_t input_size = sizeof(rpc_tensor) + sizeof(uint64_t) + size;
+    std::vector<uint8_t> input(input_size, 0);
+    rpc_tensor rpc_tensor = serialize_tensor(tensor);
+    memcpy(input.data(), &rpc_tensor, sizeof(rpc_tensor));
+    memcpy(input.data() + sizeof(rpc_tensor), &offset, sizeof(offset));
+    memcpy(input.data() + sizeof(rpc_tensor) + sizeof(offset), data, size);
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, SET_TENSOR, input, output);
+    GGML_ASSERT(status);
+}
+
+GGML_CALL static void ggml_backend_rpc_buffer_get_tensor(ggml_backend_buffer_t buffer, const ggml_tensor * tensor, void * data, size_t offset, size_t size) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    // input serialization format: | rpc_tensor | offset (8 bytes) | size (8 bytes) |
+    int input_size = sizeof(rpc_tensor) + 2*sizeof(uint64_t);
+    std::vector<uint8_t> input(input_size, 0);
+    rpc_tensor rpc_tensor = serialize_tensor(tensor);
+    memcpy(input.data(), &rpc_tensor, sizeof(rpc_tensor));
+    memcpy(input.data() + sizeof(rpc_tensor), &offset, sizeof(offset));
+    memcpy(input.data() + sizeof(rpc_tensor) + sizeof(offset), &size, sizeof(size));
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, GET_TENSOR, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == size);
+    // output serialization format: | data (size bytes) |
+    memcpy(data, output.data(), size);
+}
+
+GGML_CALL static bool ggml_backend_rpc_buffer_cpy_tensor(ggml_backend_buffer_t buffer, const ggml_tensor * src, ggml_tensor * dst) {
+    // check if src and dst are on the same server
+    ggml_backend_buffer_t src_buffer = src->buffer;
+    ggml_backend_rpc_buffer_context * src_ctx = (ggml_backend_rpc_buffer_context *)src_buffer->context;
+    ggml_backend_buffer_t dst_buffer = dst->buffer;
+    ggml_backend_rpc_buffer_context * dst_ctx = (ggml_backend_rpc_buffer_context *)dst_buffer->context;
+    if (src_ctx->sock != dst_ctx->sock) {
+        return false;
+    }
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    // input serialization format: | rpc_tensor src | rpc_tensor dst |
+    int input_size = 2*sizeof(rpc_tensor);
+    std::vector<uint8_t> input(input_size, 0);
+    rpc_tensor rpc_src = serialize_tensor(src);
+    rpc_tensor rpc_dst = serialize_tensor(dst);
+    memcpy(input.data(), &rpc_src, sizeof(rpc_src));
+    memcpy(input.data() + sizeof(rpc_src), &rpc_dst, sizeof(rpc_dst));
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, COPY_TENSOR, input, output);
+    GGML_ASSERT(status);
+    // output serialization format: | result (1 byte) |
+    GGML_ASSERT(output.size() == 1);
+    return output[0];
+}
+
+GGML_CALL static void ggml_backend_rpc_buffer_clear(ggml_backend_buffer_t buffer, uint8_t value) {
+    ggml_backend_rpc_buffer_context * ctx = (ggml_backend_rpc_buffer_context *)buffer->context;
+    // serialization format: | bufptr (8 bytes) | value (1 byte) |
+    int input_size = sizeof(uint64_t) + sizeof(uint8_t);
+    std::vector<uint8_t> input(input_size, 0);
+    memcpy(input.data(), &ctx->remote_ptr, sizeof(ctx->remote_ptr));
+    memcpy(input.data() + sizeof(ctx->remote_ptr), &value, sizeof(value));
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(ctx->sock, BUFFER_CLEAR, input, output);
+    GGML_ASSERT(status);
+}
+
+static ggml_backend_buffer_i ggml_backend_rpc_buffer_interface = {
+    /* .get_name        = */ ggml_backend_rpc_buffer_get_name,
+    /* .free_buffer     = */ ggml_backend_rpc_buffer_free_buffer,
+    /* .get_base        = */ ggml_backend_rpc_buffer_get_base,
+    /* .init_tensor     = */ ggml_backend_rpc_buffer_init_tensor,
+    /* .set_tensor      = */ ggml_backend_rpc_buffer_set_tensor,
+    /* .get_tensor      = */ ggml_backend_rpc_buffer_get_tensor,
+    /* .cpy_tensor      = */ ggml_backend_rpc_buffer_cpy_tensor,
+    /* .clear           = */ ggml_backend_rpc_buffer_clear,
+    /* .reset           = */ NULL,
+};
+
+GGML_CALL static const char * ggml_backend_rpc_buffer_type_name(ggml_backend_buffer_type_t buft) {
+    ggml_backend_rpc_buffer_type_context * buft_ctx = (ggml_backend_rpc_buffer_type_context *)buft->context;
+    return buft_ctx->name.c_str();
+}
+
+GGML_CALL static ggml_backend_buffer_t ggml_backend_rpc_buffer_type_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) {
+    ggml_backend_rpc_buffer_type_context * buft_ctx = (ggml_backend_rpc_buffer_type_context *)buft->context;
+    // input serialization format: | size (8 bytes) |
+    int input_size = sizeof(uint64_t);
+    std::vector<uint8_t> input(input_size, 0);
+    memcpy(input.data(), &size, sizeof(size));
+    std::vector<uint8_t> output;
+    auto sock = get_socket(buft_ctx->endpoint);
+    bool status = send_rpc_cmd(sock, ALLOC_BUFFER, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == 2*sizeof(uint64_t));
+    // output serialization format: | remote_ptr (8 bytes) | remote_size (8 bytes) |
+    uint64_t remote_ptr;
+    memcpy(&remote_ptr, output.data(), sizeof(remote_ptr));
+    size_t remote_size;
+    memcpy(&remote_size, output.data() + sizeof(uint64_t), sizeof(remote_size));
+    if (remote_ptr != 0) {
+        ggml_backend_buffer_t buffer = ggml_backend_buffer_init(buft,
+            ggml_backend_rpc_buffer_interface,
+            new ggml_backend_rpc_buffer_context{sock, {}, remote_ptr, "RPC"},
+            remote_size);
+        return buffer;
+    } else {
+        return nullptr;
+    }
+}
+
+static size_t get_alignment(const std::shared_ptr<socket_t> & sock) {
+    // input serialization format: | 0 bytes |
+    std::vector<uint8_t> input;
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(sock, GET_ALIGNMENT, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == sizeof(uint64_t));
+    // output serialization format: | alignment (8 bytes) |
+    uint64_t alignment;
+    memcpy(&alignment, output.data(), sizeof(alignment));
+    return alignment;
+}
+
+GGML_CALL static size_t ggml_backend_rpc_buffer_type_get_alignment(ggml_backend_buffer_type_t buft) {
+    ggml_backend_rpc_buffer_type_context * buft_ctx = (ggml_backend_rpc_buffer_type_context *)buft->context;
+    return buft_ctx->alignment;
+}
+
+static size_t get_max_size(const std::shared_ptr<socket_t> & sock) {
+    // input serialization format: | 0 bytes |
+    std::vector<uint8_t> input;
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(sock, GET_MAX_SIZE, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == sizeof(uint64_t));
+    // output serialization format: | max_size (8 bytes) |
+    uint64_t max_size;
+    memcpy(&max_size, output.data(), sizeof(max_size));
+    return max_size;
+}
+
+GGML_CALL static size_t ggml_backend_rpc_get_max_size(ggml_backend_buffer_type_t buft) {
+    ggml_backend_rpc_buffer_type_context * buft_ctx = (ggml_backend_rpc_buffer_type_context *)buft->context;
+    return buft_ctx->max_size;
+}
+
+GGML_CALL static size_t ggml_backend_rpc_buffer_type_get_alloc_size(ggml_backend_buffer_type_t buft, const ggml_tensor * tensor) {
+    UNUSED(buft);
+    return ggml_nbytes(tensor);
+}
+
+GGML_CALL static bool ggml_backend_rpc_buffer_type_supports_backend(ggml_backend_buffer_type_t buft, ggml_backend_t backend) {
+    if (!ggml_backend_is_rpc(backend)) {
+        return false;
+    }
+    ggml_backend_rpc_buffer_type_context * buft_ctx = (ggml_backend_rpc_buffer_type_context *)buft->context;
+    ggml_backend_rpc_context * rpc_ctx = (ggml_backend_rpc_context *)backend->context;
+    return buft_ctx->endpoint == rpc_ctx->endpoint;
+}
+
+static ggml_backend_buffer_type_i ggml_backend_rpc_buffer_type_interface = {
+    /* .get_name         = */ ggml_backend_rpc_buffer_type_name,
+    /* .alloc_buffer     = */ ggml_backend_rpc_buffer_type_alloc_buffer,
+    /* .get_alignment    = */ ggml_backend_rpc_buffer_type_get_alignment,
+    /* .get_max_size     = */ ggml_backend_rpc_get_max_size,
+    /* .get_alloc_size   = */ ggml_backend_rpc_buffer_type_get_alloc_size,
+    /* .supports_backend = */ ggml_backend_rpc_buffer_type_supports_backend,
+    /* .is_host          = */ NULL,
+};
+
+GGML_CALL static const char * ggml_backend_rpc_name(ggml_backend_t backend) {
+    ggml_backend_rpc_context * rpc_ctx = (ggml_backend_rpc_context *)backend->context;
+
+    return rpc_ctx->name.c_str();
+}
+
+GGML_CALL static void ggml_backend_rpc_free(ggml_backend_t backend) {
+    ggml_backend_rpc_context * rpc_ctx = (ggml_backend_rpc_context *)backend->context;
+    delete rpc_ctx;
+    delete backend;
+}
+
+GGML_CALL static ggml_backend_buffer_type_t ggml_backend_rpc_get_default_buffer_type(ggml_backend_t backend) {
+    ggml_backend_rpc_context * ctx = (ggml_backend_rpc_context *)backend->context;
+    return ggml_backend_rpc_buffer_type(ctx->endpoint.c_str());
+}
+
+GGML_CALL static void ggml_backend_rpc_synchronize(ggml_backend_t backend) {
+    UNUSED(backend);
+    // this is no-op because we don't have any async operations
+}
+
+static void add_tensor(ggml_tensor * tensor, std::vector<rpc_tensor> & tensors, std::unordered_set<ggml_tensor*> & visited) {
+    if (tensor == nullptr) {
+        return;
+    }
+    if (visited.find(tensor) != visited.end()) {
+        return;
+    }
+    visited.insert(tensor);
+    for (int i = 0; i < GGML_MAX_SRC; i++) {
+        add_tensor(tensor->src[i], tensors, visited);
+    }
+    add_tensor(tensor->view_src, tensors, visited);
+    tensors.push_back(serialize_tensor(tensor));
+}
+
+static void serialize_graph(const ggml_cgraph * cgraph, std::vector<uint8_t> & output) {
+    uint32_t n_nodes = cgraph->n_nodes;
+    std::vector<rpc_tensor> tensors;
+    std::unordered_set<ggml_tensor*> visited;
+    for (uint32_t i = 0; i < n_nodes; i++) {
+        add_tensor(cgraph->nodes[i], tensors, visited);
+    }
+    // serialization format:
+    // | n_nodes (4 bytes) | nodes (n_nodes * sizeof(uint64_t) | n_tensors (4 bytes) | tensors (n_tensors * sizeof(rpc_tensor)) |
+    uint32_t n_tensors = tensors.size();
+    int output_size = sizeof(uint32_t) + n_nodes * sizeof(uint64_t) + sizeof(uint32_t) + n_tensors * sizeof(rpc_tensor);
+    output.resize(output_size, 0);
+    memcpy(output.data(), &n_nodes, sizeof(n_nodes));
+    uint64_t * out_nodes = (uint64_t *)(output.data() + sizeof(n_nodes));
+    for (uint32_t i = 0; i < n_nodes; i++) {
+        out_nodes[i] = reinterpret_cast<uint64_t>(cgraph->nodes[i]);
+    }
+    uint32_t * out_ntensors = (uint32_t *)(output.data() + sizeof(n_nodes) + n_nodes * sizeof(uint64_t));
+    *out_ntensors = n_tensors;
+    rpc_tensor * out_tensors = (rpc_tensor *)(output.data() + sizeof(n_nodes) + n_nodes * sizeof(uint64_t) + sizeof(uint32_t));
+    memcpy(out_tensors, tensors.data(), n_tensors * sizeof(rpc_tensor));
+}
+
+GGML_CALL static enum ggml_status ggml_backend_rpc_graph_compute(ggml_backend_t backend, ggml_cgraph * cgraph) {
+    ggml_backend_rpc_context * rpc_ctx = (ggml_backend_rpc_context *)backend->context;
+    std::vector<uint8_t> input;
+    serialize_graph(cgraph, input);
+    std::vector<uint8_t> output;
+    auto sock = get_socket(rpc_ctx->endpoint);
+    bool status = send_rpc_cmd(sock, GRAPH_COMPUTE, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == 1);
+    return (enum ggml_status)output[0];
+}
+
+GGML_CALL static bool ggml_backend_rpc_supports_op(ggml_backend_t backend, const ggml_tensor * op) {
+    UNUSED(backend);
+    UNUSED(op);
+    GGML_ASSERT(false && "not implemented");
+    return false;
+}
+
+static ggml_backend_i ggml_backend_rpc_interface = {
+    /* .get_name                = */ ggml_backend_rpc_name,
+    /* .free                    = */ ggml_backend_rpc_free,
+    /* .get_default_buffer_type = */ ggml_backend_rpc_get_default_buffer_type,
+    /* .set_tensor_async        = */ NULL,
+    /* .get_tensor_async        = */ NULL,
+    /* .cpy_tensor_async        = */ NULL,
+    /* .synchronize             = */ ggml_backend_rpc_synchronize,
+    /* .graph_plan_create       = */ NULL,
+    /* .graph_plan_free         = */ NULL,
+    /* .graph_plan_compute      = */ NULL,
+    /* .graph_compute           = */ ggml_backend_rpc_graph_compute,
+    /* .supports_op             = */ ggml_backend_rpc_supports_op,
+    /* .offload_op              = */ NULL,
+    /* .event_new               = */ NULL,
+    /* .event_free              = */ NULL,
+    /* .event_record            = */ NULL,
+    /* .event_wait              = */ NULL,
+    /* .event_synchronize       = */ NULL,
+};
+
+GGML_API GGML_CALL ggml_backend_buffer_type_t ggml_backend_rpc_buffer_type(const char * endpoint) {
+    static std::mutex mutex;
+    std::lock_guard<std::mutex> lock(mutex);
+    // NOTE: buffer types are allocated and never freed; this is by design
+    static std::unordered_map<std::string, ggml_backend_buffer_type_t> buft_map;
+    auto it = buft_map.find(endpoint);
+    if (it != buft_map.end()) {
+        return it->second;
+    }
+    auto sock = get_socket(endpoint);
+    if (sock == nullptr) {
+        return nullptr;
+    }
+    size_t alignment = get_alignment(sock);
+    size_t max_size = get_max_size(sock);
+    ggml_backend_rpc_buffer_type_context * buft_ctx = new ggml_backend_rpc_buffer_type_context {
+        /* .endpoint  = */ endpoint,
+        /* .name      = */ "RPC[" + std::string(endpoint) + "]",
+        /* .alignment = */ alignment,
+        /* .max_size  = */ max_size
+    };
+
+    ggml_backend_buffer_type_t buft = new ggml_backend_buffer_type {
+        /* .iface   = */ ggml_backend_rpc_buffer_type_interface,
+        /* .context = */ buft_ctx
+    };
+    buft_map[endpoint] = buft;
+    return buft;
+}
+
+GGML_CALL ggml_backend_t ggml_backend_rpc_init(const char * endpoint) {
+    ggml_backend_rpc_context * ctx = new ggml_backend_rpc_context {
+        /* .endpoint  = */ endpoint,
+        /* .name      = */ "RPC",
+    };
+
+    ggml_backend_t backend = new ggml_backend {
+        /* .guid      = */ ggml_backend_rpc_guid(),
+        /* .interface = */ ggml_backend_rpc_interface,
+        /* .context   = */ ctx
+    };
+    return backend;
+}
+
+GGML_API GGML_CALL bool ggml_backend_is_rpc(ggml_backend_t backend) {
+    return backend != NULL && ggml_guid_matches(backend->guid, ggml_backend_rpc_guid());
+}
+
+static void get_device_memory(const std::shared_ptr<socket_t> & sock, size_t * free, size_t * total) {
+    // input serialization format: | 0 bytes |
+    std::vector<uint8_t> input;
+    std::vector<uint8_t> output;
+    bool status = send_rpc_cmd(sock, GET_DEVICE_MEMORY, input, output);
+    GGML_ASSERT(status);
+    GGML_ASSERT(output.size() == 2*sizeof(uint64_t));
+    // output serialization format: | free (8 bytes) | total (8 bytes) |
+    uint64_t free_mem;
+    memcpy(&free_mem, output.data(), sizeof(free_mem));
+    uint64_t total_mem;
+    memcpy(&total_mem, output.data() + sizeof(uint64_t), sizeof(total_mem));
+    *free = free_mem;
+    *total = total_mem;
+}
+
+GGML_API GGML_CALL void ggml_backend_rpc_get_device_memory(const char * endpoint, size_t * free, size_t * total) {
+    auto sock = get_socket(endpoint);
+    if (sock == nullptr) {
+        *free = 0;
+        *total = 0;
+        return;
+    }
+    get_device_memory(sock, free, total);
+}
+
+// RPC server-side implementation
+
+class rpc_server {
+public:
+    rpc_server(ggml_backend_t backend) : backend(backend) {}
+    ~rpc_server();
+
+    bool alloc_buffer(const std::vector<uint8_t> & input, std::vector<uint8_t> & output);
+    void get_alignment(std::vector<uint8_t> & output);
+    void get_max_size(std::vector<uint8_t> & output);
+    bool buffer_get_base(const std::vector<uint8_t> & input, std::vector<uint8_t> & output);
+    bool free_buffer(const std::vector<uint8_t> & input);
+    bool buffer_clear(const std::vector<uint8_t> & input);
+    bool set_tensor(const std::vector<uint8_t> & input);
+    bool get_tensor(const std::vector<uint8_t> & input, std::vector<uint8_t> & output);
+    bool copy_tensor(const std::vector<uint8_t> & input, std::vector<uint8_t> & output);
+    bool graph_compute(const std::vector<uint8_t> & input, std::vector<uint8_t> & output);
+
+private:
+    ggml_tensor * deserialize_tensor(struct ggml_context * ctx, const rpc_tensor * tensor);
+    ggml_tensor * create_node(uint64_t id,
+                              struct ggml_context * ctx,
+                              const std::unordered_map<uint64_t, const rpc_tensor*> & tensor_ptrs,
+                              std::unordered_map<uint64_t, struct ggml_tensor*> & tensor_map);
+
+
+    ggml_backend_t backend;
+    std::unordered_set<ggml_backend_buffer_t> buffers;
+};
+
+bool rpc_server::alloc_buffer(const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    // input serialization format: | size (8 bytes) |
+    if (input.size() != sizeof(uint64_t)) {
+        return false;
+    }
+    uint64_t size;
+    memcpy(&size, input.data(), sizeof(size));
+    ggml_backend_buffer_type_t buft = ggml_backend_get_default_buffer_type(backend);
+    ggml_backend_buffer_t buffer = ggml_backend_buft_alloc_buffer(buft, size);
+    uint64_t remote_ptr = 0;
+    uint64_t remote_size = 0;
+    if (buffer != nullptr) {
+        remote_ptr = reinterpret_cast<uint64_t>(buffer);
+        remote_size = buffer->size;
+        GGML_PRINT_DEBUG("[%s] size: %" PRIu64 " -> remote_ptr: %" PRIx64 ", remote_size: %" PRIu64 "\n", __func__, size, remote_ptr, remote_size);
+        buffers.insert(buffer);
+    } else {
+        GGML_PRINT_DEBUG("[%s] size: %" PRIu64 " -> failed\n", __func__, size);
+    }
+    // output serialization format: | remote_ptr (8 bytes) | remote_size (8 bytes) |
+    output.resize(2*sizeof(uint64_t), 0);
+    memcpy(output.data(), &remote_ptr, sizeof(remote_ptr));
+    memcpy(output.data() + sizeof(uint64_t), &remote_size, sizeof(remote_size));
+    return true;
+}
+
+void rpc_server::get_alignment(std::vector<uint8_t> & output) {
+    ggml_backend_buffer_type_t buft = ggml_backend_get_default_buffer_type(backend);
+    size_t alignment = ggml_backend_buft_get_alignment(buft);
+    GGML_PRINT_DEBUG("[%s] alignment: %lu\n", __func__, alignment);
+    // output serialization format: | alignment (8 bytes) |
+    output.resize(sizeof(uint64_t), 0);
+    memcpy(output.data(), &alignment, sizeof(alignment));
+}
+
+void rpc_server::get_max_size(std::vector<uint8_t> & output) {
+    ggml_backend_buffer_type_t buft = ggml_backend_get_default_buffer_type(backend);
+    size_t max_size = ggml_backend_buft_get_max_size(buft);
+    GGML_PRINT_DEBUG("[%s] max_size: %lu\n", __func__, max_size);
+    // output serialization format: | max_size (8 bytes) |
+    output.resize(sizeof(uint64_t), 0);
+    memcpy(output.data(), &max_size, sizeof(max_size));
+}
+
+bool rpc_server::buffer_get_base(const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    // input serialization format: | remote_ptr (8 bytes) |
+    if (input.size() != sizeof(uint64_t)) {
+        return false;
+    }
+    uint64_t remote_ptr;
+    memcpy(&remote_ptr, input.data(), sizeof(remote_ptr));
+    GGML_PRINT_DEBUG("[%s] remote_ptr: %" PRIx64 "\n", __func__, remote_ptr);
+    ggml_backend_buffer_t buffer = reinterpret_cast<ggml_backend_buffer_t>(remote_ptr);
+    if (buffers.find(buffer) == buffers.end()) {
+        GGML_PRINT_DEBUG("[%s] buffer not found\n", __func__);
+        return false;
+    }
+    void * base = ggml_backend_buffer_get_base(buffer);
+    // output serialization format: | base_ptr (8 bytes) |
+    uint64_t base_ptr = reinterpret_cast<uint64_t>(base);
+    output.resize(sizeof(uint64_t), 0);
+    memcpy(output.data(), &base_ptr, sizeof(base_ptr));
+    return true;
+}
+
+bool rpc_server::free_buffer(const std::vector<uint8_t> & input) {
+    // input serialization format: | remote_ptr (8 bytes) |
+    if (input.size() != sizeof(uint64_t)) {
+        return false;
+    }
+    uint64_t remote_ptr;
+    memcpy(&remote_ptr, input.data(), sizeof(remote_ptr));
+    GGML_PRINT_DEBUG("[%s] remote_ptr: %" PRIx64 "\n", __func__, remote_ptr);
+    ggml_backend_buffer_t buffer = reinterpret_cast<ggml_backend_buffer_t>(remote_ptr);
+    if (buffers.find(buffer) == buffers.end()) {
+        GGML_PRINT_DEBUG("[%s] buffer not found\n", __func__);
+        return false;
+    }
+    ggml_backend_buffer_free(buffer);
+    buffers.erase(buffer);
+    return true;
+}
+
+bool rpc_server::buffer_clear(const std::vector<uint8_t> & input) {
+    // input serialization format: | remote_ptr (8 bytes) | value (1 byte) |
+    if (input.size() != sizeof(uint64_t) + sizeof(uint8_t)) {
+        return false;
+    }
+    uint64_t remote_ptr;
+    memcpy(&remote_ptr, input.data(), sizeof(remote_ptr));
+    uint8_t value;
+    memcpy(&value, input.data() + sizeof(uint64_t), sizeof(value));
+    GGML_PRINT_DEBUG("[%s] remote_ptr: %" PRIx64 ", value: %u\n", __func__, remote_ptr, value);
+    ggml_backend_buffer_t buffer = reinterpret_cast<ggml_backend_buffer_t>(remote_ptr);
+    if (buffers.find(buffer) == buffers.end()) {
+        GGML_PRINT_DEBUG("[%s] buffer not found\n", __func__);
+        return false;
+    }
+    ggml_backend_buffer_clear(buffer, value);
+    return true;
+}
+
+ggml_tensor * rpc_server::deserialize_tensor(struct ggml_context * ctx, const rpc_tensor * tensor) {
+    ggml_tensor * result = ggml_new_tensor_4d(ctx, (ggml_type) tensor->type,
+        tensor->ne[0], tensor->ne[1], tensor->ne[2], tensor->ne[3]);
+    for (uint32_t i = 0; i < GGML_MAX_DIMS; i++) {
+        result->nb[i] = tensor->nb[i];
+    }
+    result->buffer = reinterpret_cast<ggml_backend_buffer_t>(tensor->buffer);
+    if (result->buffer && buffers.find(result->buffer) == buffers.end()) {
+        return nullptr;
+    }
+    result->op = (ggml_op) tensor->op;
+    for (uint32_t i = 0; i < GGML_MAX_OP_PARAMS / sizeof(int32_t); i++) {
+        result->op_params[i] = tensor->op_params[i];
+    }
+    result->flags = tensor->flags;
+    result->data = reinterpret_cast<void *>(tensor->data);
+    ggml_set_name(result, tensor->name);
+    return result;
+}
+
+
+bool rpc_server::set_tensor(const std::vector<uint8_t> & input) {
+    // serialization format: | rpc_tensor | offset (8 bytes) | data (size bytes) |
+    if (input.size() < sizeof(rpc_tensor) + sizeof(uint64_t)) {
+        return false;
+    }
+    const rpc_tensor * in_tensor = (const rpc_tensor *)input.data();
+    uint64_t offset;
+    memcpy(&offset, input.data() + sizeof(rpc_tensor), sizeof(offset));
+    size_t size = input.size() - sizeof(rpc_tensor) - sizeof(offset);
+
+    struct ggml_init_params params {
+        /*.mem_size   =*/ ggml_tensor_overhead(),
+        /*.mem_buffer =*/ NULL,
+        /*.no_alloc   =*/ true,
+    };
+    struct ggml_context * ctx = ggml_init(params);
+    ggml_tensor * tensor = deserialize_tensor(ctx, in_tensor);
+    if (tensor == nullptr) {
+        GGML_PRINT_DEBUG("[%s] error deserializing tensor\n", __func__);
+        ggml_free(ctx);
+        return false;
+    }
+    GGML_PRINT_DEBUG("[%s] buffer: %p, data: %p, offset: %" PRIu64 ", size: %zu\n", __func__, (void*)tensor->buffer, tensor->data, offset, size);
+    const void * data = input.data() + sizeof(rpc_tensor) + sizeof(offset);
+    ggml_backend_tensor_set(tensor, data, offset, size);
+    ggml_free(ctx);
+    return true;
+}
+
+bool rpc_server::get_tensor(const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    // serialization format: | rpc_tensor | offset (8 bytes) | size (8 bytes) |
+    if (input.size() != sizeof(rpc_tensor) + 2*sizeof(uint64_t)) {
+        return false;
+    }
+    const rpc_tensor * in_tensor = (const rpc_tensor *)input.data();
+    uint64_t offset;
+    memcpy(&offset, input.data() + sizeof(rpc_tensor), sizeof(offset));
+    uint64_t size;
+    memcpy(&size, input.data() + sizeof(rpc_tensor) + sizeof(offset), sizeof(size));
+
+    struct ggml_init_params params {
+        /*.mem_size   =*/ ggml_tensor_overhead(),
+        /*.mem_buffer =*/ NULL,
+        /*.no_alloc   =*/ true,
+    };
+    struct ggml_context * ctx = ggml_init(params);
+    ggml_tensor * tensor = deserialize_tensor(ctx, in_tensor);
+    if (tensor == nullptr) {
+        GGML_PRINT_DEBUG("[%s] error deserializing tensor\n", __func__);
+        ggml_free(ctx);
+        return false;
+    }
+    GGML_PRINT_DEBUG("[%s] buffer: %p, data: %p, offset: %" PRIu64 ", size: %" PRIu64 "\n", __func__, (void*)tensor->buffer, tensor->data, offset, size);
+    // output serialization format: | data (size bytes) |
+    output.resize(size, 0);
+    ggml_backend_tensor_get(tensor, output.data(), offset, size);
+    ggml_free(ctx);
+    return true;
+}
+
+bool rpc_server::copy_tensor(const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    // serialization format: | rpc_tensor src | rpc_tensor dst |
+    if (input.size() != 2*sizeof(rpc_tensor)) {
+        return false;
+    }
+    const rpc_tensor * rpc_src = (const rpc_tensor *)input.data();
+    const rpc_tensor * rpc_dst = (const rpc_tensor *)(input.data() + sizeof(rpc_src));
+
+    struct ggml_init_params params {
+        /*.mem_size   =*/ 2*ggml_tensor_overhead(),
+        /*.mem_buffer =*/ NULL,
+        /*.no_alloc   =*/ true,
+    };
+    struct ggml_context * ctx = ggml_init(params);
+    ggml_tensor * src = deserialize_tensor(ctx, rpc_src);
+    ggml_tensor * dst = deserialize_tensor(ctx, rpc_dst);
+    if (src == nullptr || dst == nullptr) {
+        GGML_PRINT_DEBUG("[%s] error deserializing tensors\n", __func__);
+        ggml_free(ctx);
+        return false;
+    }
+    GGML_PRINT_DEBUG("[%s] src->buffer: %p, dst->buffer: %p\n", __func__, (void*)src->buffer, (void*)dst->buffer);
+    bool result = ggml_backend_buffer_copy_tensor(src, dst);
+    // output serialization format: | result (1 byte) |
+    output.resize(1, 0);
+    output[0] = result;
+    ggml_free(ctx);
+    return true;
+}
+
+ggml_tensor * rpc_server::create_node(uint64_t id,
+                                      struct ggml_context * ctx,
+                                      const std::unordered_map<uint64_t, const rpc_tensor*> & tensor_ptrs,
+                                      std::unordered_map<uint64_t, struct ggml_tensor*> & tensor_map) {
+    if (id == 0) {
+        return nullptr;
+    }
+    if (tensor_map.find(id) != tensor_map.end()) {
+        return tensor_map[id];
+    }
+    const rpc_tensor * tensor = tensor_ptrs.at(id);
+    struct ggml_tensor * result = deserialize_tensor(ctx, tensor);
+    if (result == nullptr) {
+        return nullptr;
+    }
+    tensor_map[id] = result;
+    for (int i = 0; i < GGML_MAX_SRC; i++) {
+        result->src[i] = create_node(tensor->src[i], ctx, tensor_ptrs, tensor_map);
+    }
+    result->view_src = create_node(tensor->view_src, ctx, tensor_ptrs, tensor_map);
+    result->view_offs = tensor->view_offs;
+    return result;
+}
+
+bool rpc_server::graph_compute(const std::vector<uint8_t> & input, std::vector<uint8_t> & output) {
+    // serialization format:
+    // | n_nodes (4 bytes) | nodes (n_nodes * sizeof(uint64_t) | n_tensors (4 bytes) | tensors (n_tensors * sizeof(rpc_tensor)) |
+    if (input.size() < sizeof(uint32_t)) {
+        return false;
+    }
+    uint32_t n_nodes;
+    memcpy(&n_nodes, input.data(), sizeof(n_nodes));
+    if (input.size() < sizeof(uint32_t) + n_nodes*sizeof(uint64_t) + sizeof(uint32_t)) {
+        return false;
+    }
+    const uint64_t * nodes = (const uint64_t *)(input.data() + sizeof(n_nodes));
+    uint32_t n_tensors;
+    memcpy(&n_tensors, input.data() + sizeof(n_nodes) + n_nodes*sizeof(uint64_t), sizeof(n_tensors));
+    if (input.size() < sizeof(uint32_t) + n_nodes*sizeof(uint64_t) + sizeof(uint32_t) + n_tensors*sizeof(rpc_tensor)) {
+        return false;
+    }
+    const rpc_tensor * tensors = (const rpc_tensor *)(input.data() + sizeof(n_nodes) + n_nodes*sizeof(uint64_t) + sizeof(n_tensors));
+    GGML_PRINT_DEBUG("[%s] n_nodes: %u, n_tensors: %u\n", __func__, n_nodes, n_tensors);
+
+    static size_t buf_size = ggml_tensor_overhead()*(n_nodes + n_tensors) + ggml_graph_overhead_custom(n_nodes, false);
+    struct ggml_init_params params = {
+        /*.mem_size   =*/ buf_size,
+        /*.mem_buffer =*/ NULL,
+        /*.no_alloc   =*/ true,
+    };
+    struct ggml_context * ctx = ggml_init(params);
+    struct ggml_cgraph * graph = ggml_new_graph_custom(ctx, n_nodes, false);
+    graph->n_nodes = n_nodes;
+    std::unordered_map<uint64_t, const rpc_tensor*> tensor_ptrs;
+    for (uint32_t i = 0; i < n_tensors; i++) {
+        tensor_ptrs[tensors[i].id] = &tensors[i];
+    }
+    std::unordered_map<uint64_t, ggml_tensor*> tensor_map;
+    for (uint32_t i = 0; i < n_nodes; i++) {
+        graph->nodes[i] = create_node(nodes[i], ctx, tensor_ptrs, tensor_map);
+    }
+    ggml_status status = ggml_backend_graph_compute(backend, graph);
+    // output serialization format: | status (1 byte) |
+    output.resize(1, 0);
+    output[0] = status;
+    ggml_free(ctx);
+    return true;
+}
+
+rpc_server::~rpc_server() {
+    for (auto buffer : buffers) {
+        ggml_backend_buffer_free(buffer);
+    }
+}
+
+static void rpc_serve_client(ggml_backend_t backend, sockfd_t sockfd, size_t free_mem, size_t total_mem) {
+    rpc_server server(backend);
+    while (true) {
+        uint8_t cmd;
+        if (!recv_data(sockfd, &cmd, 1)) {
+            break;
+        }
+        std::vector<uint8_t> input;
+        std::vector<uint8_t> output;
+        uint64_t input_size;
+        if (!recv_data(sockfd, &input_size, sizeof(input_size))) {
+            break;
+        }
+        input.resize(input_size);
+        if (!recv_data(sockfd, input.data(), input_size)) {
+            break;
+        }
+        bool ok = true;
+        switch (cmd) {
+            case ALLOC_BUFFER: {
+                ok = server.alloc_buffer(input, output);
+                break;
+            }
+            case GET_ALIGNMENT: {
+                server.get_alignment(output);
+                break;
+            }
+            case GET_MAX_SIZE: {
+                server.get_max_size(output);
+                break;
+            }
+            case BUFFER_GET_BASE: {
+                ok = server.buffer_get_base(input, output);
+                break;
+            }
+            case FREE_BUFFER: {
+                ok = server.free_buffer(input);
+                break;
+            }
+            case BUFFER_CLEAR: {
+                ok = server.buffer_clear(input);
+                break;
+            }
+            case SET_TENSOR: {
+                ok = server.set_tensor(input);
+                break;
+            }
+            case GET_TENSOR: {
+                ok = server.get_tensor(input, output);
+                break;
+            }
+            case COPY_TENSOR: {
+                ok = server.copy_tensor(input, output);
+                break;
+            }
+            case GRAPH_COMPUTE: {
+                ok = server.graph_compute(input, output);
+                break;
+            }
+            case GET_DEVICE_MEMORY: {
+                // output serialization format: | free (8 bytes) | total (8 bytes) |
+                output.resize(2*sizeof(uint64_t), 0);
+                memcpy(output.data(), &free_mem, sizeof(free_mem));
+                memcpy(output.data() + sizeof(uint64_t), &total_mem, sizeof(total_mem));
+                break;
+            }
+            default: {
+                fprintf(stderr, "Unknown command: %d\n", cmd);
+                ok = false;
+            }
+        }
+        if (!ok) {
+            break;
+        }
+        uint64_t output_size = output.size();
+        if (!send_data(sockfd, &output_size, sizeof(output_size))) {
+            break;
+        }
+        if (!send_data(sockfd, output.data(), output_size)) {
+            break;
+        }
+    }
+}
+
+void start_rpc_server(ggml_backend_t backend, const char * endpoint, size_t free_mem, size_t total_mem) {
+    std::string host;
+    int port;
+    if (!parse_endpoint(endpoint, host, port)) {
+        return;
+    }
+#ifdef _WIN32
+    {
+        WSADATA wsaData;
+        int res = WSAStartup(MAKEWORD(2, 2), &wsaData);
+        if (res != 0) {
+            fprintf(stderr, "WSAStartup failed: %d\n", res);
+            return;
+        }
+    }
+#endif
+    auto server_socket = create_server_socket(host.c_str(), port);
+    if (server_socket == nullptr) {
+        fprintf(stderr, "Failed to create server socket\n");
+        return;
+    }
+    while (true) {
+        auto client_socket = socket_accept(server_socket->fd);
+        if (client_socket == nullptr) {
+            fprintf(stderr, "Failed to accept client connection\n");
+            return;
+        }
+        printf("Accepted client connection, free_mem=%zu, total_mem=%zu\n", free_mem, total_mem);
+        rpc_serve_client(backend, client_socket->fd, free_mem, total_mem);
+        printf("Client connection closed\n");
+    }
+#ifdef _WIN32
+    WSACleanup();
+#endif
+}
diff --git a/ggml-rpc.h b/ggml-rpc.h
new file mode 100644
index 000000000..aa144832a
--- /dev/null
+++ b/ggml-rpc.h
@@ -0,0 +1,24 @@
+#pragma once
+
+#include "ggml.h"
+#include "ggml-backend.h"
+
+#ifdef  __cplusplus
+extern "C" {
+#endif
+
+#define GGML_RPC_MAX_SERVERS       16
+
+// backend API
+GGML_API GGML_CALL ggml_backend_t ggml_backend_rpc_init(const char * endpoint);
+GGML_API GGML_CALL bool ggml_backend_is_rpc(ggml_backend_t backend);
+
+GGML_API GGML_CALL ggml_backend_buffer_type_t ggml_backend_rpc_buffer_type(const char * endpoint);
+
+GGML_API GGML_CALL void ggml_backend_rpc_get_device_memory(const char * endpoint, size_t * free, size_t * total);
+
+GGML_API GGML_CALL void start_rpc_server(ggml_backend_t backend, const char * endpoint, size_t free_mem, size_t total_mem);
+
+#ifdef  __cplusplus
+}
+#endif
diff --git a/ggml-sycl.cpp b/ggml-sycl.cpp
index 57fe4ea3d..5cd97e4ff 100644
--- a/ggml-sycl.cpp
+++ b/ggml-sycl.cpp
@@ -2944,6 +2944,57 @@ namespace dpct
     using shared_memory = detail::device_memory<T, shared, Dimension>;
 
 
+    template <typename T,
+            sycl::access::address_space addressSpace =
+                sycl::access::address_space::global_space,
+            sycl::memory_order memoryOrder = sycl::memory_order::relaxed,
+            sycl::memory_scope memoryScope = sycl::memory_scope::device>
+    inline T atomic_fetch_add(T *addr, T operand) {
+    auto atm =
+        sycl::atomic_ref<T, memoryOrder, memoryScope, addressSpace>(addr[0]);
+    return atm.fetch_add(operand);
+    }
+
+    template <sycl::access::address_space addressSpace =
+                sycl::access::address_space::global_space,
+            sycl::memory_order memoryOrder = sycl::memory_order::relaxed,
+            sycl::memory_scope memoryScope = sycl::memory_scope::device,
+            typename T1, typename T2>
+    inline T1 atomic_fetch_add(T1 *addr, T2 operand) {
+    auto atm =
+        sycl::atomic_ref<T1, memoryOrder, memoryScope, addressSpace>(addr[0]);
+    return atm.fetch_add(operand);
+    }
+
+    template <typename T, sycl::access::address_space addressSpace =
+                            sycl::access::address_space::global_space>
+    inline T atomic_fetch_add(T *addr, T operand,
+                            sycl::memory_order memoryOrder) {
+    switch (memoryOrder) {
+        case sycl::memory_order::relaxed:
+            return atomic_fetch_add<T, addressSpace, sycl::memory_order::relaxed,
+                                    sycl::memory_scope::device>(addr, operand);
+        case sycl::memory_order::acq_rel:
+            return atomic_fetch_add<T, addressSpace, sycl::memory_order::acq_rel,
+                                    sycl::memory_scope::device>(addr, operand);
+        case sycl::memory_order::seq_cst:
+            return atomic_fetch_add<T, addressSpace, sycl::memory_order::seq_cst,
+                                    sycl::memory_scope::device>(addr, operand);
+        default:
+            assert(false && "Invalid memory_order for atomics. Valid memory_order for "
+                            "atomics are: sycl::memory_order::relaxed, "
+                            "sycl::memory_order::acq_rel, sycl::memory_order::seq_cst!");
+        }
+    }
+
+    template <sycl::access::address_space addressSpace =
+                sycl::access::address_space::global_space,
+            typename T1, typename T2>
+    inline T1 atomic_fetch_add(T1 *addr, T2 operand,
+                            sycl::memory_order memoryOrder) {
+    atomic_fetch_add<T1, addressSpace>(addr, operand, memoryOrder);
+    }
+
 } // COPY from DPCT head files
 
 #define GGML_COMMON_DECL_SYCL
@@ -2971,20 +3022,19 @@ static int g_work_group_size = 0;
 // typedef sycl::half ggml_fp16_t;
 
 #define __SYCL_ARCH__ DPCT_COMPATIBILITY_TEMP
-#define VER_4VEC   610          //todo for hardward optimize.
+#define VER_4VEC   130          //todo for hardward optimize.
 #define VER_GEN9      700       //todo for hardward optimize.
 #define VER_GEN12 1000000       //todo for hardward optimize.
 #define VER_GEN13      (VER_GEN12 + 1030)   //todo for hardward optimize.
 
 #define GGML_SYCL_MAX_NODES 8192 //TODO: adapt to hardwares
 
-
-//define for XMX in Intel GPU
-//TODO: currently, it's not used for XMX really.
-#define SYCL_USE_XMX
+#if !defined(GGML_SYCL_FORCE_MMQ)
+    #define SYCL_USE_XMX
+#endif
 
 // max batch size to use MMQ kernels when tensor cores are available
-#define XMX_MAX_BATCH_SIZE 32
+#define MMQ_MAX_BATCH_SIZE 32
 
 
 #if defined(_MSC_VER)
@@ -3060,6 +3110,7 @@ void   ggml_sycl_get_device_description(int device, char * description, size_t d
 bool   ggml_backend_is_sycl(ggml_backend_t backend);
 int    ggml_backend_sycl_get_device(ggml_backend_t backend);
 int    get_main_device();
+static bool ggml_backend_buffer_is_sycl_split(ggml_backend_buffer_t buffer);
 void   print_ggml_tensor(const char*name, struct ggml_tensor *src);
 void   log_tensor_with_cnt(const char* name, struct ggml_tensor * src, int stop_cnt);
 
@@ -3154,7 +3205,6 @@ typedef float (*vec_dot_q_mul_mat_sycl_t)(
 #define SYCL_SCALE_BLOCK_SIZE 256
 #define SYCL_CLAMP_BLOCK_SIZE 256
 #define SYCL_ROPE_BLOCK_SIZE 256
-#define SYCL_ALIBI_BLOCK_SIZE 32
 #define SYCL_DIAG_MASK_INF_BLOCK_SIZE 32
 #define SYCL_QUANTIZE_BLOCK_SIZE 256
 #define SYCL_DEQUANTIZE_BLOCK_SIZE 256
@@ -3848,21 +3898,27 @@ static void concat_f32(const float  *x,const float  *y, float *dst, const int ne
     }
 }
 
-static void upscale_f32(const float  *x, float *dst, const int ne00, const int nb02, const int scale_factor,
-                        const sycl::nd_item<3> &item_ct1) {
-    int ne0 = ne00 * scale_factor;
-    int nidx = item_ct1.get_local_id(2) +
-               item_ct1.get_group(2) * item_ct1.get_local_range(2);
-    if (nidx >= ne0) {
+static void upscale_f32(const float  *x, float *dst, const int nb00, const int nb01,
+                        const int nb02, const int nb03, const int ne10, const int ne11,
+                        const int ne12, const int ne13, const float sf0, const float sf1,
+                        const float sf2, const float sf3, const sycl::nd_item<1> &item_ct1) {
+    int index = item_ct1.get_local_id(0) +
+               item_ct1.get_group(0) * item_ct1.get_local_range(0);
+    if (index >= ne10 * ne11 * ne12 * ne13) {
         return;
     }
     // operation
-    int i00 = nidx / scale_factor;
-    int i01 = item_ct1.get_group(1) / scale_factor;
-    int offset_src = i00 + i01 * ne00 + item_ct1.get_group(0) * nb02;
-    int offset_dst = nidx + item_ct1.get_group(1) * ne0 +
-                     item_ct1.get_group(0) * ne0 * item_ct1.get_group_range(1);
-    dst[offset_dst] = x[offset_src];
+    int i10 = index % ne10;
+    int i11 = (index / ne10) % ne11;
+    int i12 = (index / (ne10 * ne11)) % ne12;
+    int i13 = (index / (ne10 * ne11 * ne12)) % ne13;
+
+    int i00 = i10 / sf0;
+    int i01 = i11 / sf1;
+    int i02 = i12 / sf2;
+    int i03 = i13 / sf3;
+
+    dst[index] = *(float *)((char *)x + i03 * nb03 + i02 * nb02 + i01 * nb01 + i00 * nb00);
 }
 
 static void pad_f32(const float  *x, float *dst, const int ne0, const int ne00, const int ne01, const int ne02,
@@ -4192,7 +4248,6 @@ static void dequantize_block_q2_K(const void * __restrict__ vx, dst_t * __restri
     const block_q2_K * x = (const block_q2_K *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int n   = tid/32;
     const int l   = tid - 32*n;
     const int is  = 8*n + l/16;
@@ -4206,18 +4261,6 @@ static void dequantize_block_q2_K(const void * __restrict__ vx, dst_t * __restri
     y[l+32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 2) & 3) - dmin * (x[i].scales[is+2] >> 4);
     y[l+64] = dall * (x[i].scales[is+4] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+4] >> 4);
     y[l+96] = dall * (x[i].scales[is+6] & 0xF) * ((q >> 6) & 3) - dmin * (x[i].scales[is+6] >> 4);
-#else
-    const int is = tid/16;  // 0 or 1
-    const int il = tid%16;  // 0...15
-    const uint8_t q = x[i].qs[il] >> (2*is);
-    dst_t * y = yy + i*QK_K + 16*is + il;
-
-    float dall = x[i].dm[0];
-    float dmin = x[i].dm[1];
-    y[ 0] = dall * (x[i].scales[is+0] & 0xF) * ((q >> 0) & 3) - dmin * (x[i].scales[is+0] >> 4);
-    y[32] = dall * (x[i].scales[is+2] & 0xF) * ((q >> 4) & 3) - dmin * (x[i].scales[is+2] >> 4);
-#endif
-
 }
 
 template<typename dst_t>
@@ -4227,7 +4270,6 @@ static void dequantize_block_q3_K(const void * __restrict__ vx, dst_t * __restri
     const int i = item_ct1.get_group(2);
     const block_q3_K * x = (const block_q3_K *) vx;
 
-#if QK_K == 256
     const int r = item_ct1.get_local_id(2) / 4;
     const int tid = r/2;
     const int is0 = r%2;
@@ -4251,31 +4293,8 @@ static void dequantize_block_q3_K(const void * __restrict__ vx, dst_t * __restri
     const uint8_t * hm = x[i].hmask;
 
     for (int l = l0; l < l0+4; ++l) y[l] = dl * ((int8_t)((q[l] >> shift) & 3) - ((hm[l] & m) ? 0 : 4));
-#else
-    const int tid = item_ct1.get_local_id(2);
-    const int is  = tid/16;  // 0 or 1
-    const int il  = tid%16;  // 0...15
-    const int im  = il/8;    // 0...1
-    const int in  = il%8;    // 0...7
-
-    dst_t * y = yy + i*QK_K + 16*is + il;
-
-    const uint8_t q = x[i].qs[il] >> (2*is);
-    const uint8_t h = x[i].hmask[in] >> (2*is + im);
-    const float   d = (float)x[i].d;
-
-    if (is == 0) {
-        y[ 0] = d * ((x[i].scales[0] & 0xF) - 8) * ((int8_t)((q >> 0) & 3) - ((h >> 0) & 1 ? 0 : 4));
-        y[32] = d * ((x[i].scales[1] & 0xF) - 8) * ((int8_t)((q >> 4) & 3) - ((h >> 4) & 1 ? 0 : 4));
-    } else {
-        y[ 0] = d * ((x[i].scales[0] >>  4) - 8) * ((int8_t)((q >> 0) & 3) - ((h >> 0) & 1 ? 0 : 4));
-        y[32] = d * ((x[i].scales[1] >>  4) - 8) * ((int8_t)((q >> 4) & 3) - ((h >> 4) & 1 ? 0 : 4));
-    }
-#endif
-
 }
 
-#if QK_K == 256
 static inline void get_scale_min_k4(int j, const uint8_t * q, uint8_t & d, uint8_t & m) {
     if (j < 4) {
         d = q[j] & 63; m = q[j + 4] & 63;
@@ -4284,7 +4303,6 @@ static inline void get_scale_min_k4(int j, const uint8_t * q, uint8_t & d, uint8
         m = (q[j+4] >>  4) | ((q[j-0] >> 6) << 4);
     }
 }
-#endif
 
 template<typename dst_t>
 static void dequantize_block_q4_K(const void * __restrict__ vx, dst_t * __restrict__ yy,
@@ -4293,7 +4311,6 @@ static void dequantize_block_q4_K(const void * __restrict__ vx, dst_t * __restri
 
     const int i = item_ct1.get_group(2);
 
-#if QK_K == 256
     // assume 32 threads
     const int tid = item_ct1.get_local_id(2);
     const int il  = tid/8;
@@ -4317,15 +4334,6 @@ static void dequantize_block_q4_K(const void * __restrict__ vx, dst_t * __restri
         y[l + 0] = d1 * (q[l] & 0xF) - m1;
         y[l +32] = d2 * (q[l] >>  4) - m2;
     }
-#else
-    const int tid = item_ct1.get_local_id(2);
-    const uint8_t * q = x[i].qs;
-    dst_t * y = yy + i*QK_K;
-    const float d = (float)x[i].dm[0];
-    const float m = (float)x[i].dm[1];
-    y[tid+ 0] = d * (x[i].scales[0] & 0xF) * (q[tid] & 0xF) - m * (x[i].scales[0] >> 4);
-    y[tid+32] = d * (x[i].scales[1] & 0xF) * (q[tid] >>  4) - m * (x[i].scales[1] >> 4);
-#endif
 }
 
 template<typename dst_t>
@@ -4335,7 +4343,6 @@ static void dequantize_block_q5_K(const void * __restrict__ vx, dst_t * __restri
 
     const int i = item_ct1.get_group(2);
 
-#if QK_K == 256
     // assume 64 threads - this is very slightly better than the one below
     const int tid = item_ct1.get_local_id(2);
     const int il  = tid/16;   // il is in 0...3
@@ -4362,18 +4369,6 @@ static void dequantize_block_q5_K(const void * __restrict__ vx, dst_t * __restri
     hm <<= 1;
     y[32] = d2 * ((ql[ 0] >>  4) + (qh[ 0] & hm ? 16 : 0)) - m2;
     y[33] = d2 * ((ql[ 1] >>  4) + (qh[ 1] & hm ? 16 : 0)) - m2;
-#else
-    const int tid = item_ct1.get_local_id(2);
-    const uint8_t q = x[i].qs[tid];
-    const int im = tid/8;  // 0...3
-    const int in = tid%8;  // 0...7
-    const int is = tid/16; // 0 or 1
-    const uint8_t h = x[i].qh[in] >> im;
-    const float d = x[i].d;
-    dst_t * y = yy + i*QK_K + tid;
-    y[ 0] = d * x[i].scales[is+0] * ((q & 0xF) - ((h >> 0) & 1 ? 0 : 16));
-    y[32] = d * x[i].scales[is+2] * ((q >>  4) - ((h >> 4) & 1 ? 0 : 16));
-#endif
 }
 
 template<typename dst_t>
@@ -4382,7 +4377,6 @@ static void dequantize_block_q6_K(const void * __restrict__ vx, dst_t * __restri
     const block_q6_K * x = (const block_q6_K *) vx;
 
     const int i = item_ct1.get_group(2);
-#if QK_K == 256
 
     // assume 64 threads - this is very slightly better than the one below
     const int tid = item_ct1.get_local_id(2);
@@ -4402,24 +4396,6 @@ static void dequantize_block_q6_K(const void * __restrict__ vx, dst_t * __restri
     y[32] = d * sc[2] * ((int8_t)((ql[32] & 0xF) | (((qh >> 2) & 3) << 4)) - 32);
     y[64] = d * sc[4] * ((int8_t)((ql[ 0]  >> 4) | (((qh >> 4) & 3) << 4)) - 32);
     y[96] = d * sc[6] * ((int8_t)((ql[32]  >> 4) | (((qh >> 6) & 3) << 4)) - 32);
-#else
-
-    // assume 32 threads
-    const int tid = item_ct1.get_local_id(2);
-    const int ip  = tid/16;         // 0 or 1
-    const int il  = tid - 16*ip;    // 0...15
-
-    dst_t * y = yy + i*QK_K + 16*ip + il;
-
-    const float d = x[i].d;
-
-    const uint8_t   ql = x[i].ql[16*ip + il];
-    const uint8_t   qh = x[i].qh[il] >> (2*ip);
-    const int8_t  * sc = x[i].scales;
-
-    y[ 0] = d * sc[ip+0] * ((int8_t)((ql & 0xF) | (((qh >> 0) & 3) << 4)) - 32);
-    y[32] = d * sc[ip+2] * ((int8_t)((ql  >> 4) | (((qh >> 4) & 3) << 4)) - 32);
-#endif
 }
 
 template<typename dst_t>
@@ -4433,7 +4409,6 @@ static void dequantize_block_iq2_xxs(const void * __restrict__ vx, dst_t * __res
     const block_iq2_xxs * x = (const block_iq2_xxs  *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4444,10 +4419,6 @@ static void dequantize_block_iq2_xxs(const void * __restrict__ vx, dst_t * __res
     const float d = (float)x[i].d * (0.5f + (aux32 >> 28)) * 0.25f;
     const uint8_t signs = ksigns_iq2xs_ptr[(aux32 >> 7*il) & 127];
     for (int j = 0; j < 8; ++j) y[j] = d * grid[j] * (signs & kmask_iq2xs_ptr[j] ? -1.f : 1.f);
-#else
-    assert(false);
-#endif
-
 }
 
 template<typename dst_t>
@@ -4461,7 +4432,6 @@ static void dequantize_block_iq2_xs(const void * __restrict__ vx, dst_t * __rest
     const block_iq2_xs * x = (const block_iq2_xs *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4470,10 +4440,6 @@ static void dequantize_block_iq2_xs(const void * __restrict__ vx, dst_t * __rest
     const float d = (float)x[i].d * (0.5f + ((x[i].scales[ib] >> 4*(il/2)) & 0xf)) * 0.25f;
     const uint8_t signs = ksigns_iq2xs[q2[il] >> 9];
     for (int j = 0; j < 8; ++j) y[j] = d * grid[j] * (signs & kmask_iq2xs[j] ? -1.f : 1.f);
-#else
-    assert(false);
-#endif
-
 }
 
 template <typename dst_t>
@@ -4485,7 +4451,6 @@ dequantize_block_iq2_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
     const block_iq2_s * x = (const block_iq2_s *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4493,13 +4458,9 @@ dequantize_block_iq2_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
     const float d = (float)x[i].d * (0.5f + ((x[i].scales[ib] >> 4*(il/2)) & 0xf)) * 0.25f;
     const uint8_t signs = x[i].qs[QK_K/8+4*ib+il];
 #pragma unroll
-    for (int j = 0; j < 8; ++j)
+    for (int j = 0; j < 8; ++j) {
         y[j] = d * grid[j] * (signs & kmask_iq2xs[j] ? -1.f : 1.f);
-#else
-    assert(false);
-
-#endif
-
+    }
 }
 
 template<typename dst_t>
@@ -4513,7 +4474,6 @@ static void dequantize_block_iq3_xxs(const void * __restrict__ vx, dst_t * __res
     const block_iq3_xxs * x = (const block_iq3_xxs  *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4528,10 +4488,6 @@ static void dequantize_block_iq3_xxs(const void * __restrict__ vx, dst_t * __res
         y[j+0] = d * grid1[j] * (signs & kmask_iq2xs[j+0] ? -1.f : 1.f);
         y[j+4] = d * grid2[j] * (signs & kmask_iq2xs[j+4] ? -1.f : 1.f);
     }
-#else
-    assert(false);
-#endif
-
 }
 
 template <typename dst_t>
@@ -4544,7 +4500,6 @@ dequantize_block_iq3_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
     const block_iq3_s * x = (const block_iq3_s *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4558,10 +4513,6 @@ dequantize_block_iq3_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
         y[j+0] = d * grid1[j] * (signs & kmask_iq2xs[j+0] ? -1.f : 1.f);
         y[j+4] = d * grid2[j] * (signs & kmask_iq2xs[j+4] ? -1.f : 1.f);
     }
-#else
-    assert(false);
-#endif
-
 }
 
 template <typename dst_t>
@@ -4574,7 +4525,6 @@ dequantize_block_iq1_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
     const block_iq1_s * x = (const block_iq1_s  *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4588,10 +4538,6 @@ dequantize_block_iq1_s(const void *__restrict__ vx, dst_t *__restrict__ yy,
     for (int j = 0; j < 8; ++j) {
         y[j] = d * (q[j] + delta);
     }
-#else
-    assert(false);
-#endif
-
 }
 
 template <typename dst_t>
@@ -4604,7 +4550,6 @@ dequantize_block_iq1_m(const void *__restrict__ vx, dst_t *__restrict__ yy,
     const block_iq1_m * x = (const block_iq1_m  *) vx;
 
     const int tid = item_ct1.get_local_id(2);
-#if QK_K == 256
     const int il = tid/8; // 0...3
     const int ib = tid%8; // 0...7
     dst_t * y = yy + i*QK_K + 32*ib + 8*il;
@@ -4622,10 +4567,6 @@ dequantize_block_iq1_m(const void *__restrict__ vx, dst_t *__restrict__ yy,
     for (int j = 0; j < 8; ++j) {
         y[j] = d * (q[j] + delta);
     }
-#else
-    assert(false);
-#endif
-
 }
 
 template <typename dst_t>
@@ -4699,7 +4640,6 @@ static void dequantize_mul_mat_vec_q2_k(const void *__restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
     const int tid =
         item_ct1.get_local_id(2) / K_QUANTS_PER_ITERATION; // 0...31 or 0...15
     const int ix =
@@ -4750,42 +4690,6 @@ static void dequantize_mul_mat_vec_q2_k(const void *__restrict__ vx,
         tmp += dall * sum1 - dmin * sum2;
 
     }
-#else
-    const int tid = item_ct1.get_local_id(2) /
-                    (2 * K_QUANTS_PER_ITERATION); // 0...15 or 0...7
-    const int ix = item_ct1.get_local_id(2) %
-                   (2 * K_QUANTS_PER_ITERATION); // 0....1 or 0...3
-    const int offset = tid * K_QUANTS_PER_ITERATION;
-
-    uint32_t uaux[2];
-    const uint8_t * d = (const uint8_t *)uaux;
-
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y = yy + i * QK_K + offset;
-        const uint8_t * q = x[i].qs + offset;
-        const uint32_t * s = (const uint32_t *)x[i].scales;
-
-        uaux[0] = s[0] & 0x0f0f0f0f;
-        uaux[1] = (s[0] >> 4) & 0x0f0f0f0f;
-
-        const sycl::float2 dall =
-            x[i].dm.convert<float, sycl::rounding_mode::automatic>();
-
-        float sum1 = 0, sum2 = 0;
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            const uint8_t ql = q[l];
-            sum1 += y[l+ 0] * d[0] * ((ql >> 0) & 3)
-                  + y[l+16] * d[1] * ((ql >> 2) & 3)
-                  + y[l+32] * d[2] * ((ql >> 4) & 3)
-                  + y[l+48] * d[3] * ((ql >> 6) & 3);
-            sum2 += y[l+0] * d[4] + y[l+16] * d[5] + y[l+32] * d[6] + y[l+48] * d[7];
-        }
-        tmp += dall.x() * sum1 - dall.y() * sum2;
-    }
-
-#endif
 
     // sum up partial sums and write back result
 #pragma unroll
@@ -4823,8 +4727,6 @@ static void dequantize_mul_mat_vec_q3_k(const void *__restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
-
     const uint16_t kmask1 = 0x0303;
     const uint16_t kmask2 = 0x0f0f;
 
@@ -4877,34 +4779,6 @@ static void dequantize_mul_mat_vec_q3_k(const void *__restrict__ vx,
         tmp += d * sum;
 
     }
-#else
-
-    const int tid = item_ct1.get_local_id(2)/(2*K_QUANTS_PER_ITERATION);  // 0...15 or 0...7
-    const int ix  = item_ct1.get_local_id(2)%(2*K_QUANTS_PER_ITERATION);  // 0....1 or 0...3
-    const int offset = tid * K_QUANTS_PER_ITERATION;         // 0...15 or 0...14
-    const int in = offset/8;                                 // 0 or 1
-    const int im = offset%8;                                 // 0...7
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y = yy + i * QK_K + offset;
-        const uint8_t * q = x[i].qs + offset;
-        const uint8_t * s = x[i].scales;
-
-        const float dall = (float)x[i].d;
-
-        float sum = 0;
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            const uint8_t hl = x[i].hmask[im+l] >> in;
-            const uint8_t ql = q[l];
-            sum += y[l+ 0] * dall * ((s[0] & 0xF) - 8) * ((int8_t)((ql >> 0) & 3) - ((hl >> 0) & 1 ? 0 : 4))
-                 + y[l+16] * dall * ((s[0] >>  4) - 8) * ((int8_t)((ql >> 2) & 3) - ((hl >> 2) & 1 ? 0 : 4))
-                 + y[l+32] * dall * ((s[1] & 0xF) - 8) * ((int8_t)((ql >> 4) & 3) - ((hl >> 4) & 1 ? 0 : 4))
-                 + y[l+48] * dall * ((s[1] >>  4) - 8) * ((int8_t)((ql >> 6) & 3) - ((hl >> 6) & 1 ? 0 : 4));
-        }
-        tmp += sum;
-    }
-#endif
 
     // sum up partial sums and write back result
 #pragma unroll
@@ -4939,7 +4813,6 @@ static void dequantize_mul_mat_vec_q4_k(const void *__restrict__ vx,
 
     const block_q4_K * x = (const block_q4_K *)vx + ib0;
 
-#if QK_K == 256
     const uint16_t kmask1 = 0x3f3f;
     const uint16_t kmask2 = 0x0f0f;
     const uint16_t kmask3 = 0xc0c0;
@@ -5028,36 +4901,6 @@ static void dequantize_mul_mat_vec_q4_k(const void *__restrict__ vx,
 #endif
 
     }
-#else
-    const int tid = item_ct1.get_local_id(2)/(2*K_QUANTS_PER_ITERATION);  // 0...15
-    const int ix  = item_ct1.get_local_id(2)%(2*K_QUANTS_PER_ITERATION);
-
-    const int step = tid * K_QUANTS_PER_ITERATION;
-
-    uint16_t aux16[2];
-    const uint8_t * s = (const uint8_t *)aux16;
-
-    float tmp = 0;
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-        const uint8_t * q = x[i].qs + step;
-        const float   * y = yy + i*QK_K + step;
-        const uint16_t * a = (const uint16_t *)x[i].scales;
-        aux16[0] = a[0] & 0x0f0f;
-        aux16[1] = (a[0] >> 4) & 0x0f0f;
-        const float d = (float)x[i].dm[0];
-        const float m = (float)x[i].dm[1];
-        float sum = 0.f;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            sum += y[j+ 0] * (d * s[0] * (q[j+ 0] & 0xF) - m * s[2])
-                 + y[j+16] * (d * s[0] * (q[j+16] & 0xF) - m * s[2])
-                 + y[j+32] * (d * s[1] * (q[j+ 0] >>  4) - m * s[3])
-                 + y[j+48] * (d * s[1] * (q[j+16] >>  4) - m * s[3]);
-        }
-        tmp += sum;
-    }
-
-#endif
 
     // sum up partial sums and write back result
 #pragma unroll
@@ -5092,7 +4935,6 @@ static void dequantize_mul_mat_vec_q5_k(const void *__restrict__ vx,
 
     float tmp = 0; // partial sum for thread in warp
 
-#if QK_K == 256
     const uint16_t kmask1 = 0x3f3f;
     const uint16_t kmask2 = 0x0f0f;
     const uint16_t kmask3 = 0xc0c0;
@@ -5169,30 +5011,6 @@ static void dequantize_mul_mat_vec_q5_k(const void *__restrict__ vx,
                dmin * smin;
     }
 
-#else
-    const int tid = item_ct1.get_local_id(2)/(2*K_QUANTS_PER_ITERATION);  // 0...15
-    const int ix  = item_ct1.get_local_id(2)%(2*K_QUANTS_PER_ITERATION);
-    const int step = tid * K_QUANTS_PER_ITERATION;
-    const int im = step/8;
-    const int in = step%8;
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-        const uint8_t * q = x[i].qs + step;
-        const int8_t  * s = x[i].scales;
-        const float   * y = yy + i*QK_K + step;
-        const float     d = x[i].d;
-        float sum = 0.f;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            const uint8_t h = x[i].qh[in+j] >> im;
-            sum += y[j+ 0] * d * s[0] * ((q[j+ 0] & 0xF) - ((h >> 0) & 1 ? 0 : 16))
-                 + y[j+16] * d * s[1] * ((q[j+16] & 0xF) - ((h >> 2) & 1 ? 0 : 16))
-                 + y[j+32] * d * s[2] * ((q[j+ 0] >>  4) - ((h >> 4) & 1 ? 0 : 16))
-                 + y[j+48] * d * s[3] * ((q[j+16] >>  4) - ((h >> 6) & 1 ? 0 : 16));
-        }
-        tmp += sum;
-    }
-#endif
-
     // sum up partial sums and write back result
 #pragma unroll
     for (int mask = 16; mask > 0; mask >>= 1) {
@@ -5219,8 +5037,6 @@ static void dequantize_mul_mat_vec_q6_k(const void * __restrict__ vx, const floa
 
     const block_q6_K * x = (const block_q6_K *)vx + ib0;
 
-#if QK_K == 256
-
     const int tid =
         item_ct1.get_local_id(2) / K_QUANTS_PER_ITERATION; // 0...31 or 0...16
     const int ix =
@@ -5277,37 +5093,6 @@ static void dequantize_mul_mat_vec_q6_k(const void * __restrict__ vx, const floa
 
     }
 
-#else
-
-    const int tid = item_ct1.get_local_id(2)/(2*K_QUANTS_PER_ITERATION);  // 0...7
-    const int ix  = item_ct1.get_local_id(2)%(2*K_QUANTS_PER_ITERATION);  // 0...3
-
-    const int step = tid * K_QUANTS_PER_ITERATION;
-
-    float tmp = 0; // partial sum for thread in warp
-
-    for (int i = ix; i < num_blocks_per_row; i += 2*K_QUANTS_PER_ITERATION) {
-
-        const float   * y  = yy + i * QK_K + step;
-        const uint8_t * ql = x[i].ql + step;
-        const uint8_t * qh = x[i].qh + step;
-        const int8_t  * s  = x[i].scales;
-
-        const float d = x[i+0].d;
-
-        float sum = 0;
-        for (int j = 0; j < K_QUANTS_PER_ITERATION; ++j) {
-            sum += y[j+ 0] * s[0] * d * ((int8_t)((ql[j+ 0] & 0xF) | ((qh[j] & 0x03) << 4)) - 32)
-                 + y[j+16] * s[1] * d * ((int8_t)((ql[j+16] & 0xF) | ((qh[j] & 0x0c) << 2)) - 32)
-                 + y[j+32] * s[2] * d * ((int8_t)((ql[j+ 0] >>  4) | ((qh[j] & 0x30) >> 0)) - 32)
-                 + y[j+48] * s[3] * d * ((int8_t)((ql[j+16] >>  4) | ((qh[j] & 0xc0) >> 2)) - 32);
-        }
-        tmp += sum;
-
-    }
-
-#endif
-
     // sum up partial sums and write back result
 #pragma unroll
     for (int mask = 16; mask > 0; mask >>= 1) {
@@ -6852,7 +6637,6 @@ static __dpct_inline__ float
 vec_dot_q4_K_q8_1(const void *__restrict__ vbq,
                   const block_q8_1 *__restrict__ bq8_1, const int &iqs) {
 
-#ifndef GGML_QKK_64
     const block_q4_K * bq4_K = (const block_q4_K *) vbq;
 
     int    v[2];
@@ -6894,52 +6678,6 @@ vec_dot_q4_K_q8_1(const void *__restrict__ vbq,
     }
 
     return vec_dot_q4_K_q8_1_impl_vmmq(v, u, sc, m, bq4_K->dm, d8);
-
-#else
-
-#if __SYCL_ARCH__ >= VER_4VEC // lowest compute capability for integer intrinsics
-    const block_q4_K * bq4_K = (const block_q4_K *) vbq;
-
-    float sumf_d = 0.0f;
-    float sumf_m = 0.0f;
-
-    uint16_t aux16[2];
-    const uint8_t * s = (const uint8_t *)aux16;
-
-    const uint16_t * a = (const uint16_t *)bq4_K->scales;
-    aux16[0] = a[0] & 0x0f0f;
-    aux16[1] = (a[0] >> 4) & 0x0f0f;
-
-    const float dall = bq4_K->dm[0];
-    const float dmin = bq4_K->dm[1];
-
-    const float d8_1 = bq8_1[0].ds[0];
-    const float d8_2 = bq8_1[1].ds[1];
-
-    const int ui1 = *((const int *)bq8_1[0].qs + (iqs/2));
-    const int ui2 = *((const int *)bq8_1[0].qs + (iqs/2) + 4);
-    const int ui3 = *((const int *)bq8_1[1].qs + (iqs/2));
-    const int ui4 = *((const int *)bq8_1[1].qs + (iqs/2) + 4);
-
-    const int * q4 = (const int *)bq4_K->qs + (iqs/2);
-    const int v1 = q4[0];
-    const int v2 = q4[4];
-
-    const int dot1 = dpct::dp4a(ui2, v2 & 0x0f0f0f0f, dpct::dp4a(ui1, v1 & 0x0f0f0f0f, 0));
-    const int dot2 = dpct::dp4a(ui4, (v2 >> 4) & 0x0f0f0f0f, dpct::dp4a(ui3, (v1 >> 4) & 0x0f0f0f0f, 0));
-    const int dot3 = dpct::dp4a(0x01010101, ui2, dpct::dp4a(0x01010101, ui1, 0));
-    const int dot4 = dpct::dp4a(0x01010101, ui4, dpct::dp4a(0x01010101, ui3, 0));
-
-    sumf_d += d8_1 * (dot1 * s[0]) + d8_2 * (dot2 * s[1]);
-    sumf_m += d8_1 * (dot3 * s[2]) + d8_2 * (dot4 * s[3]);
-
-    return dall * sumf_d - dmin * sumf_m;
-
-#else
-    bad_arch();
-#endif // __SYCL_ARCH__ >= VER_4VEC
-
-#endif
 }
 
 template <int mmq_y>
@@ -6998,11 +6736,7 @@ load_tiles_q4_K(const void *__restrict__ vx, int *__restrict__ x_ql,
 
         const block_q4_K * bxi = bx0 + i*blocks_per_row + kbxd;
 
-#if QK_K == 256
         x_dm[i * (WARP_SIZE/QI4_K) + i / QI4_K + kbxd] = bxi->dm;
-#else
-        x_dm[i * (WARP_SIZE/QI4_K) + i / QI4_K + kbxd] = {bxi->dm[0], bxi->dm[1]};
-#endif
     }
 
 #pragma unroll
@@ -7045,7 +6779,6 @@ static __dpct_inline__ float
 vec_dot_q5_K_q8_1(const void *__restrict__ vbq,
                   const block_q8_1 *__restrict__ bq8_1, const int &iqs) {
 
-#ifndef GGML_QKK_64
     const block_q5_K * bq5_K = (const block_q5_K *) vbq;
 
     int   vl[2];
@@ -7087,48 +6820,6 @@ vec_dot_q5_K_q8_1(const void *__restrict__ vbq,
     }
 
     return vec_dot_q5_K_q8_1_impl_vmmq(vl, vh, u, sc, m, bq5_K->dm, d8);
-
-#else
-
-#if __SYCL_ARCH__ >= VER_4VEC // lowest compute capability for integer intrinsics
-    const block_q5_K * bq5_K = (const block_q5_K *) vbq;
-
-    const int8_t * s = bq5_K->scales;
-
-    const float d = bq5_K->d;
-
-    const float d8_1 = bq8_1[0].ds[0];
-    const float d8_2 = bq8_1[1].ds[1];
-
-    const int ui1 = *((const int *)bq8_1[0].qs + (iqs/2));
-    const int ui2 = *((const int *)bq8_1[0].qs + (iqs/2) + 4);
-    const int ui3 = *((const int *)bq8_1[1].qs + (iqs/2));
-    const int ui4 = *((const int *)bq8_1[1].qs + (iqs/2) + 4);
-
-    const int * ql = (const int *)bq5_K->qs + (iqs/2);
-    const int vl1 = ql[0];
-    const int vl2 = ql[4];
-
-    const int step = 4 * (iqs/2); // 0, 4, 8, 12
-    const int im = step/8; // = 0 for iqs = 0, 2, = 1 for iqs = 4, 6
-    const int in = step%8; // 0, 4, 0, 4
-    const int vh = (*((const int *)(bq5_K->qh + in))) >> im;
-
-    const int v1 = (((vh << 4) & 0x10101010) ^ 0x10101010) | ((vl1 >> 0) & 0x0f0f0f0f);
-    const int v2 = (((vh << 2) & 0x10101010) ^ 0x10101010) | ((vl2 >> 0) & 0x0f0f0f0f);
-    const int v3 = (((vh >> 0) & 0x10101010) ^ 0x10101010) | ((vl1 >> 4) & 0x0f0f0f0f);
-    const int v4 = (((vh >> 2) & 0x10101010) ^ 0x10101010) | ((vl2 >> 4) & 0x0f0f0f0f);
-
-    const float sumf_d = d8_1 * (dpct::dp4a(ui1, v1, 0) * s[0] + dpct::dp4a(ui2, v2, 0) * s[1])
-                       + d8_2 * (dpct::dp4a(ui3, v3, 0) * s[2] + dpct::dp4a(ui4, v4, 0) * s[3]);
-
-    return d * sumf_d;
-
-#else
-    bad_arch();
-#endif // __SYCL_ARCH__ >= VER_4VEC
-
-#endif
 }
 
 template <int mmq_y>
@@ -7200,9 +6891,7 @@ load_tiles_q5_K(const void *__restrict__ vx, int *__restrict__ x_ql,
 
         const block_q5_K * bxi = bx0 + i*blocks_per_row + kbxd;
 
-#if QK_K == 256
         x_dm[i * (WARP_SIZE/QI5_K) + i / QI5_K + kbxd] = bxi->dm;
-#endif
     }
 
 #pragma unroll
@@ -7382,7 +7071,6 @@ vec_dot_iq2_xxs_q8_1(const void *__restrict__ vbq,
                      const block_q8_1 *__restrict__ bq8_1, const int &iqs,
                      const uint64_t *iq2xxs_grid, const uint8_t *ksigns_iq2xs,
                      const uint8_t *kmask_iq2xs) {
-#if QK_K == 256
     const block_iq2_xxs * bq2 = (const block_iq2_xxs *) vbq;
 
 #if QR2_XXS == 8
@@ -7423,10 +7111,6 @@ vec_dot_iq2_xxs_q8_1(const void *__restrict__ vbq,
     }
     return d * (sumi1 + sumi2);
 #endif
-#else
-    assert(false);
-    return 0.f;
-#endif
 }
 
 static __dpct_inline__ float
@@ -7435,7 +7119,6 @@ vec_dot_iq2_xs_q8_1(const void *__restrict__ vbq,
                     const uint64_t *iq2xs_grid, const uint64_t *ksigns64) {
 #if DPCT_COMPATIBILITY_TEMP >=                                                 \
     MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq2_xs * bq2 = (const block_iq2_xs *) vbq;
 
     const int ib32 = iqs;
@@ -7473,16 +7156,11 @@ vec_dot_iq2_xs_q8_1(const void *__restrict__ vbq,
     assert(false);
     return 0.f;
 #endif
-#else
-    assert(false);
-    return 0.f;
-#endif
 }
 
 static __dpct_inline__ float
 vec_dot_iq2_s_q8_1(const void *__restrict__ vbq,
                    const block_q8_1 *__restrict__ bq8_1, const int &iqs) {
-#if QK_K == 256
     const block_iq2_s * bq2 = (const block_iq2_s *) vbq;
 
     const int ib32 = iqs;
@@ -7526,9 +7204,6 @@ vec_dot_iq2_s_q8_1(const void *__restrict__ vbq,
     }
     const float d = (float)bq2->d * bq8_1[ib32].ds[0] * 0.25f;
     return d * ((0.5f + ls1) * sumi1 + (0.5f + ls2) * sumi2);
-#else
-    assert(false);
-#endif
 }
 
 static __dpct_inline__ float
@@ -7537,7 +7212,6 @@ vec_dot_iq3_xxs_q8_1(const void *__restrict__ vbq,
                      const uint32_t *iq3xxs_grid, const uint64_t *ksigns64) {
 #if DPCT_COMPATIBILITY_TEMP >=                                                 \
     MIN_CC_DP4A // lowest compute capability for integer intrinsics
-#if QK_K == 256
     const block_iq3_xxs * bq2 = (const block_iq3_xxs *) vbq;
 
     const int ib32 = iqs;
@@ -7565,17 +7239,12 @@ vec_dot_iq3_xxs_q8_1(const void *__restrict__ vbq,
     assert(false);
     return 0.f;
 #endif
-#else
-    assert(false);
-    return 0.f;
-#endif
 }
 
 static __dpct_inline__ float
 vec_dot_iq3_s_q8_1(const void *__restrict__ vbq,
                    const block_q8_1 *__restrict__ bq8_1, const int &iqs,
                    const uint32_t *iq3s_grid) {
-#if QK_K == 256
     const block_iq3_s * bq2 = (const block_iq3_s *) vbq;
 
     const int ib32 = iqs;
@@ -7604,16 +7273,12 @@ vec_dot_iq3_s_q8_1(const void *__restrict__ vbq,
         (1 + 2 * ((bq2->scales[ib32 / 2] >> 4 * (ib32 % 2)) & 0xf)) *
         bq8_1[ib32].ds[0];
     return d * sumi;
-#else
-    assert(false);
-#endif
 }
 
 static __dpct_inline__ float
 vec_dot_iq1_s_q8_1(const void *__restrict__ vbq,
                    const block_q8_1 *__restrict__ bq8_1, const int &iqs,
                    const uint32_t *iq1s_grid_gpu) {
-#if QK_K == 256
     const block_iq1_s * bq1 = (const block_iq1_s *) vbq;
 
     const int ib32 = iqs;
@@ -7632,15 +7297,11 @@ vec_dot_iq1_s_q8_1(const void *__restrict__ vbq,
     const float d = d1q * bq8_1[ib32].ds[0];
     const float m = d1q * bq8_1[ib32].ds[1];
     return d * sumi + m * delta;
-#else
-    assert(false);
-#endif
 }
 
 static __dpct_inline__ float
 vec_dot_iq1_m_q8_1(const void *__restrict__ vbq,
                    const block_q8_1 *__restrict__ bq8_1, const int &iqs) {
-#if QK_K == 256
     const block_iq1_m * bq1 = (const block_iq1_m *) vbq;
 
     const int ib32 = iqs;
@@ -7665,9 +7326,6 @@ vec_dot_iq1_m_q8_1(const void *__restrict__ vbq,
     scale.u16 = (sc[0] >> 12) | ((sc[1] >> 8) & 0x00f0) | ((sc[2] >> 4) & 0x0f00) | (sc[3] & 0xf000);
     const float d = (float)scale.f16 * bq8_1[ib32].ds[0];
     return d * ((sumi[0] + sumf[0]) * (2*((sc[ib32/2] >> 6*(ib32%2)) & 0x7) + 1) + (sumi[1] + sumf[1]) * (2*((sc[ib32/2] >> (6*(ib32%2)+3)) & 0x7) + 1));
-#else
-    assert(false);
-#endif
 }
 
 static __dpct_inline__ void get_int_from_table_16(const uint32_t &q4,
@@ -7715,7 +7373,6 @@ static __dpct_inline__ float
 vec_dot_iq4_xs_q8_1(const void *__restrict__ vbq,
                     const block_q8_1 *__restrict__ bq8_1, const int &iqs) {
 
-#if QK_K == 256
     const block_iq4_xs * bq4 = (const block_iq4_xs *) vbq;
     const uint8_t * values = (const uint8_t *)kvalues_iq4nl;
 
@@ -7733,9 +7390,6 @@ vec_dot_iq4_xs_q8_1(const void *__restrict__ vbq,
         sumi2 = dpct::dp4a(v2, q8[j + 4], sumi2);
     }
     return d * (sumi1 + sumi2);
-#else
-    assert(false);
-#endif
 }
 
 template <int qk, int qr, int qi, bool need_sum, typename block_q_t, int mmq_x,
@@ -8330,24 +7984,26 @@ static void mul_mat_vec_q(const void * __restrict__ vx, const void * __restrict_
     const int blocks_per_row = ncols / qk;
     const int blocks_per_warp = vdr * WARP_SIZE / qi;
 
-// partial sum for each thread
+    const int qi_vdr = (qi / vdr); // N_threads processing 1 qk block
+
+    // partial sum for each thread
     float tmp = 0.0f;
 
     const block_q_t  * x = (const block_q_t  *) vx;
     const block_q8_1 * y = (const block_q8_1 *) vy;
 
-    for (int i = item_ct1.get_local_id(2) / (qi / vdr); i < blocks_per_row;
+    for (int i = item_ct1.get_local_id(2) / qi_vdr; i < blocks_per_row;
          i += blocks_per_warp) {
-        const int ibx = row*blocks_per_row + i; // x block index
+      const int ibx = row * blocks_per_row + i; // x block index
 
-        const int iby = i * (qk/QK8_1); // y block index that aligns with ibx
+      const int iby = i * (qk / QK8_1); // y block index that aligns with ibx
 
-        const int iqs =
-            vdr *
-            (item_ct1.get_local_id(2) %
-             (qi / vdr)); // x block quant index when casting the quants to int
+      const int iqs =
+          vdr *
+          (item_ct1.get_local_id(2) -
+           i * qi_vdr); // x block quant index when casting the quants to int
 
-        tmp += vec_dot_q_sycl(&x[ibx], &y[iby], iqs);
+      tmp += vec_dot_q_sycl(&x[ibx], &y[iby], iqs);
     }
 
     // sum up partial sums and write back result
@@ -9225,12 +8881,11 @@ static void rope(
     dst[i + 1] = x0*sin_theta + x1*cos_theta;
 }
 
-template<typename T, bool has_pos>
+template<typename T, bool has_pos, bool has_freq_facs>
 static void rope_neox(
     const T * x, T * dst, int ncols, int n_dims, const int32_t * pos, float freq_scale, int p_delta_rows,
-    float ext_factor, float attn_factor, rope_corr_dims corr_dims, float theta_scale, float inv_ndims
-,
-    const sycl::nd_item<3> &item_ct1) {
+    float ext_factor, float attn_factor, rope_corr_dims corr_dims, float theta_scale, float inv_ndims,
+    const float * freq_factors, const sycl::nd_item<3> &item_ct1) {
     const int col = 2 * (item_ct1.get_local_range(1) * item_ct1.get_group(1) +
                          item_ct1.get_local_id(1));
 
@@ -9258,8 +8913,10 @@ static void rope_neox(
     float cur_rot = inv_ndims * ic - ib;
 
     const int p = has_pos ? pos[i2] : 0;
+    const float freq_factor = has_freq_facs ? freq_factors[ic/2] : 1.0f;
+
     const float theta_base =
-        p * freq_scale * dpct::pow(theta_scale, col / 2.0f);
+        p * freq_scale * dpct::pow(theta_scale, col / 2.0f)/freq_factor;
 
     float cos_theta, sin_theta;
     rope_yarn(theta_base, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor, &cos_theta, &sin_theta);
@@ -9314,32 +8971,6 @@ static void rope_glm_f32(
     dst[i + half_n_dims * 3] = x2*sin_block_theta + x3*cos_block_theta;
 }
 
-static void alibi_f32(const float * x, float * dst, const int ncols, const int k_rows,
-                                 const int n_heads_log2_floor, const float m0, const float m1,
-                                 const sycl::nd_item<3> &item_ct1) {
-    const int col = item_ct1.get_local_range(2) * item_ct1.get_group(2) +
-                    item_ct1.get_local_id(2);
-
-    if (col >= ncols) {
-        return;
-    }
-
-    const int row = item_ct1.get_local_range(1) * item_ct1.get_group(1) +
-                    item_ct1.get_local_id(1);
-    const int i = row*ncols + col;
-
-    const int k = row/k_rows;
-
-    float m_k;
-    if (k < n_heads_log2_floor) {
-        m_k = dpct::pow(m0, k + 1);
-    } else {
-        m_k = dpct::pow(m1, 2 * (k - n_heads_log2_floor) + 1);
-    }
-
-    dst[i] = col * m_k + x[i];
-}
-
 static void k_sum_rows_f32(const float * x, float * dst, const int ncols,
                            const sycl::nd_item<3> &item_ct1) {
     const int row = item_ct1.get_group(1);
@@ -9441,7 +9072,7 @@ static void diag_mask_inf_f32(const float * x, float * dst, const int ncols, con
 
 
 template <bool vals_smem, int ncols_template, int block_size_template>
-static void soft_max_f32(const float * x, const float * mask, const float *pos, float * dst, const int ncols_par,
+static void soft_max_f32(const float * x, const float * mask, float * dst, const int ncols_par,
                          const int nrows_y, const float scale, const float max_bias, const float m0,
                          const float m1, uint32_t n_head_log2, const sycl::nd_item<3> &item_ct1, float *buf) {
     const int ncols = ncols_template == 0 ? ncols_par : ncols_template;
@@ -9455,7 +9086,7 @@ static void soft_max_f32(const float * x, const float * mask, const float *pos,
     const int warp_id = item_ct1.get_local_id(2) / WARP_SIZE;
     const int lane_id = item_ct1.get_local_id(2) % WARP_SIZE;
 
-    float slope = 0.0f;
+    float slope = 1.0f;
 
     // ALiBi
     if (max_bias > 0.0f) {
@@ -9480,7 +9111,7 @@ static void soft_max_f32(const float * x, const float * mask, const float *pos,
         const int ix = rowx*ncols + col;
         const int iy = rowy*ncols + col;
 
-        const float val = x[ix]*scale + (mask ? mask[iy] : 0.0f) + (pos ? slope*pos[col] : 0.0f);
+        const float val = x[ix]*scale + (mask ? slope*mask[iy] : 0.0f);
 
         vals[col] = val;
         max_val = sycl::max(max_val, val);
@@ -10110,18 +9741,17 @@ static void concat_f32_sycl(const float *x, const float *y, float *dst,
         });
 }
 
-static void upscale_f32_sycl(const float *x, float *dst, const int ne00,
-                             const int ne01, const int ne02,
-                             const int scale_factor, dpct::queue_ptr stream) {
-    int ne0 = (ne00 * scale_factor);
-    int num_blocks = (ne0 + SYCL_UPSCALE_BLOCK_SIZE - 1) / SYCL_UPSCALE_BLOCK_SIZE;
-    sycl::range<3> gridDim(ne02, (ne01 * scale_factor), num_blocks);
+static void upscale_f32_sycl(const float *x, float *dst, const int nb00, const int nb01,
+                             const int nb02, const int nb03, const int ne10, const int ne11,
+                             const int ne12, const int ne13, const float sf0, const float sf1,
+                             const float sf2, const float sf3, dpct::queue_ptr stream) {
+    int dst_size = ne10 * ne11 * ne12 * ne13;
+    int num_blocks = (dst_size + SYCL_UPSCALE_BLOCK_SIZE - 1) / SYCL_UPSCALE_BLOCK_SIZE;
+    sycl::range<1> gridDim(num_blocks * SYCL_UPSCALE_BLOCK_SIZE);
     stream->parallel_for(
-        sycl::nd_range<3>(gridDim *
-                              sycl::range<3>(1, 1, SYCL_UPSCALE_BLOCK_SIZE),
-                          sycl::range<3>(1, 1, SYCL_UPSCALE_BLOCK_SIZE)),
-        [=](sycl::nd_item<3> item_ct1) {
-            upscale_f32(x, dst, ne00, ne00 * ne01, scale_factor, item_ct1);
+        sycl::nd_range<1>(gridDim, sycl::range<1>(SYCL_UPSCALE_BLOCK_SIZE)),
+        [=](sycl::nd_item<1> item_ct1) {
+            upscale_f32(x, dst, nb00, nb01, nb02, nb03, ne10, ne11, ne12, ne13, sf0, sf1, sf2, sf3, item_ct1);
         });
 }
 
@@ -10223,7 +9853,6 @@ template <typename dst_t>
 static void dequantize_row_q2_K_sycl(const void *vx, dst_t *y, const int k,
                                      dpct::queue_ptr stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     {
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
@@ -10235,27 +9864,12 @@ static void dequantize_row_q2_K_sycl(const void *vx, dst_t *y, const int k,
                                  dequantize_block_q2_K(vx, y, item_ct1);
                              });
     }
-#else
-    {
-        dpct::has_capability_or_fail(stream->get_device(),
-                                     {sycl::aspect::fp16});
-
-        stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) *
-                                                   sycl::range<3>(1, 1, 32),
-                                               sycl::range<3>(1, 1, 32)),
-                             [=](sycl::nd_item<3> item_ct1) {
-                                 dequantize_block_q2_K(vx, y, item_ct1);
-                             });
-    }
-
-#endif
 }
 
 template <typename dst_t>
 static void dequantize_row_q3_K_sycl(const void *vx, dst_t *y, const int k,
                                      dpct::queue_ptr stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     {
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
@@ -10267,19 +9881,6 @@ static void dequantize_row_q3_K_sycl(const void *vx, dst_t *y, const int k,
                                  dequantize_block_q3_K(vx, y, item_ct1);
                              });
     }
-#else
-    {
-        dpct::has_capability_or_fail(stream->get_device(),
-                                     {sycl::aspect::fp16});
-
-        stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) *
-                                                   sycl::range<3>(1, 1, 32),
-                                               sycl::range<3>(1, 1, 32)),
-                             [=](sycl::nd_item<3> item_ct1) {
-                                 dequantize_block_q3_K(vx, y, item_ct1);
-                             });
-    }
-#endif
 }
 
 template <typename dst_t>
@@ -10340,7 +9941,6 @@ template <typename dst_t>
 static void dequantize_row_q5_K_sycl(const void *vx, dst_t *y, const int k,
                                      dpct::queue_ptr stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     {
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
@@ -10352,27 +9952,12 @@ static void dequantize_row_q5_K_sycl(const void *vx, dst_t *y, const int k,
                                  dequantize_block_q5_K(vx, y, item_ct1);
                              });
     }
-#else
-    {
-        dpct::has_capability_or_fail(stream->get_device(),
-                                     {sycl::aspect::fp16});
-
-        stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) *
-                                                   sycl::range<3>(1, 1, 32),
-                                               sycl::range<3>(1, 1, 32)),
-                             [=](sycl::nd_item<3> item_ct1) {
-                                 dequantize_block_q5_K(vx, y, item_ct1);
-                             });
-    }
-
-#endif
 }
 
 template <typename dst_t>
 static void dequantize_row_q6_K_sycl(const void *vx, dst_t *y, const int k,
                                      dpct::queue_ptr stream) {
     const int nb = k / QK_K;
-#if QK_K == 256
     {
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
@@ -10384,20 +9969,6 @@ static void dequantize_row_q6_K_sycl(const void *vx, dst_t *y, const int k,
                                  dequantize_block_q6_K(vx, y, item_ct1);
                              });
     }
-#else
-    {
-        dpct::has_capability_or_fail(stream->get_device(),
-                                     {sycl::aspect::fp16});
-
-        stream->parallel_for(sycl::nd_range<3>(sycl::range<3>(1, 1, nb) *
-                                                   sycl::range<3>(1, 1, 32),
-                                               sycl::range<3>(1, 1, 32)),
-                             [=](sycl::nd_item<3> item_ct1) {
-                                 dequantize_block_q6_K(vx, y, item_ct1);
-                             });
-    }
-
-#endif
 }
 
 template <typename dst_t>
@@ -10549,9 +10120,6 @@ template <typename dst_t>
 static void dequantize_row_iq4_xs_sycl(const void *vx, dst_t *y, const int k,
                                        dpct::queue_ptr stream) {
     const int nb = (k + QK_K - 1) / QK_K;
-#if QK_K == 64
-    dequantize_row_iq4_nl_sycl(vx, y, k, stream);
-#else
       {
             dpct::has_capability_or_fail(stream->get_device(),
                                          {sycl::aspect::fp16});
@@ -10566,7 +10134,6 @@ static void dequantize_row_iq4_xs_sycl(const void *vx, dst_t *y, const int k,
                       });
             });
       }
-#endif
 }
 
 
@@ -12071,8 +11638,6 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy,
                                         const int nrows_y, const int nrows_dst,
                                         dpct::queue_ptr stream) try {
 
-#if QK_K == 256
-
     int id;
     SYCL_CHECK(
         CHECK_TRY_ERROR(id = get_current_device_id()));
@@ -12187,7 +11752,6 @@ static void ggml_mul_mat_q3_K_q8_1_sycl(const void *vx, const void *vy,
             });
         }
     }
-#endif
 }
 catch (sycl::exception const &exc) {
   std::cerr << exc.what() << "Exception caught at file:" << __FILE__
@@ -12901,7 +12465,7 @@ static void rope_neox_sycl(const T *x, T *dst, int ncols, int n_dims, int nrows,
                            const int32_t *pos, float freq_scale,
                            int p_delta_rows, float freq_base, float ext_factor,
                            float attn_factor, rope_corr_dims corr_dims,
-                           dpct::queue_ptr stream) {
+                           const float * freq_factors, dpct::queue_ptr stream) {
     GGML_ASSERT(ncols % 2 == 0);
     const sycl::range<3> block_dims(1, SYCL_ROPE_BLOCK_SIZE, 1);
     const int num_blocks_x = (ncols + 2*SYCL_ROPE_BLOCK_SIZE - 1) / (2*SYCL_ROPE_BLOCK_SIZE);
@@ -12911,38 +12475,48 @@ static void rope_neox_sycl(const T *x, T *dst, int ncols, int n_dims, int nrows,
     const float inv_ndims = -1.0f / n_dims;
 
     if (pos == nullptr) {
-        /*
-        DPCT1049:42: The work-group size passed to the SYCL kernel may exceed
-        the limit. To get the device limit, query
-        info::device::max_work_group_size. Adjust the work-group size if needed.
-        */
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
-
-        stream->parallel_for(
-            sycl::nd_range<3>(block_nums * block_dims, block_dims),
-            [=](sycl::nd_item<3> item_ct1) {
-                rope_neox<T, false>(x, dst, ncols, n_dims, pos, freq_scale,
-                                    p_delta_rows, ext_factor, attn_factor,
-                                    corr_dims, theta_scale, inv_ndims,
-                                    item_ct1);
-            });
+        if (freq_factors == nullptr) {
+            stream->parallel_for(
+                sycl::nd_range<3>(block_nums * block_dims, block_dims),
+                [=](sycl::nd_item<3> item_ct1) {
+                    rope_neox<T, false, false>(x, dst, ncols, n_dims, pos, freq_scale,
+                                        p_delta_rows, ext_factor, attn_factor,
+                                        corr_dims, theta_scale, inv_ndims, freq_factors,
+                                        item_ct1);
+                });
+        } else {
+            stream->parallel_for(
+                sycl::nd_range<3>(block_nums * block_dims, block_dims),
+                [=](sycl::nd_item<3> item_ct1) {
+                    rope_neox<T, false, true>(x, dst, ncols, n_dims, pos, freq_scale,
+                                        p_delta_rows, ext_factor, attn_factor,
+                                        corr_dims, theta_scale, inv_ndims, freq_factors,
+                                        item_ct1);
+                });
+        }
     } else {
-        /*
-        DPCT1049:43: The work-group size passed to the SYCL kernel may exceed
-        the limit. To get the device limit, query
-        info::device::max_work_group_size. Adjust the work-group size if needed.
-        */
         dpct::has_capability_or_fail(stream->get_device(),
                                      {sycl::aspect::fp16});
 
-        stream->parallel_for(
-            sycl::nd_range<3>(block_nums * block_dims, block_dims),
-            [=](sycl::nd_item<3> item_ct1) {
-                rope_neox<T, true>(x, dst, ncols, n_dims, pos, freq_scale,
-                                   p_delta_rows, ext_factor, attn_factor,
-                                   corr_dims, theta_scale, inv_ndims, item_ct1);
-            });
+        if (freq_factors == nullptr) {
+            stream->parallel_for(
+                sycl::nd_range<3>(block_nums * block_dims, block_dims),
+                [=](sycl::nd_item<3> item_ct1) {
+                    rope_neox<T, true, false>(x, dst, ncols, n_dims, pos, freq_scale,
+                                       p_delta_rows, ext_factor, attn_factor,
+                                       corr_dims, theta_scale, inv_ndims, freq_factors, item_ct1);
+                });
+        } else {
+            stream->parallel_for(
+                sycl::nd_range<3>(block_nums * block_dims, block_dims),
+                [=](sycl::nd_item<3> item_ct1) {
+                    rope_neox<T, true, true>(x, dst, ncols, n_dims, pos, freq_scale,
+                                       p_delta_rows, ext_factor, attn_factor,
+                                       corr_dims, theta_scale, inv_ndims, freq_factors, item_ct1);
+                });
+        }
     }
 }
 
@@ -12962,20 +12536,6 @@ static void rope_glm_f32_sycl(const float *x, float *dst, int ncols, int nrows,
                          });
 }
 
-static void alibi_f32_sycl(const float *x, float *dst, const int ncols,
-                           const int nrows, const int k_rows,
-                           const int n_heads_log2_floor, const float m0,
-                           const float m1, dpct::queue_ptr stream) {
-    const sycl::range<3> block_dims(1, 1, SYCL_ALIBI_BLOCK_SIZE);
-    const int num_blocks_x = (ncols + SYCL_ALIBI_BLOCK_SIZE - 1) / (SYCL_ALIBI_BLOCK_SIZE);
-    const sycl::range<3> block_nums(1, nrows, num_blocks_x);
-    stream->parallel_for(sycl::nd_range<3>(block_nums * block_dims, block_dims),
-                         [=](sycl::nd_item<3> item_ct1) {
-                             alibi_f32(x, dst, ncols, k_rows,
-                                       n_heads_log2_floor, m0, m1, item_ct1);
-                         });
-}
-
 static void sum_rows_f32_sycl(const float *x, float *dst, const int ncols,
                               const int nrows, dpct::queue_ptr stream) {
     const sycl::range<3> block_dims(1, 1, WARP_SIZE);
@@ -13056,7 +12616,7 @@ static void diag_mask_inf_f32_sycl(const float *x, float *dst,
 }
 
 template <bool vals_smem, int ncols_template, int block_size_template>
-static void soft_max_f32_submitter(const float * x, const float * mask, const float *pos, float * dst, const int ncols_par,
+static void soft_max_f32_submitter(const float * x, const float * mask, float * dst, const int ncols_par,
                                    const int nrows_y, const float scale, const float max_bias, const float m0,
                                    const float m1, uint32_t n_head_log2, sycl::range<3> block_nums, sycl::range<3> block_dims,
                                    const size_t n_local_scratch, dpct::queue_ptr stream) {
@@ -13066,7 +12626,7 @@ static void soft_max_f32_submitter(const float * x, const float * mask, const fl
         cgh.parallel_for(
             sycl::nd_range<3>(block_nums * block_dims, block_dims),
             [=](sycl::nd_item<3> item_ct1) [[intel::reqd_sub_group_size(32)]] {
-                soft_max_f32<vals_smem, ncols_template, block_size_template>(x, mask, pos, dst, ncols_par,
+                soft_max_f32<vals_smem, ncols_template, block_size_template>(x, mask, dst, ncols_par,
                                                                              nrows_y, scale, max_bias, m0,
                                                                              m1, n_head_log2, item_ct1,
                                                                              local_buf_acc.get_pointer());
@@ -13074,7 +12634,7 @@ static void soft_max_f32_submitter(const float * x, const float * mask, const fl
     });
 }
 
-static void soft_max_f32_sycl(const float * x, const float * mask, const float * pos,
+static void soft_max_f32_sycl(const float * x, const float * mask,
                               float * dst, const int ncols_x, const int nrows_x,
                               const int nrows_y, const float scale, const float max_bias,
                               dpct::queue_ptr stream) {
@@ -13096,60 +12656,60 @@ static void soft_max_f32_sycl(const float * x, const float * mask, const float *
     const size_t local_mem_size = stream->get_device().get_info<sycl::info::device::local_mem_size>();
     if (n_local_scratch*sizeof(float) < local_mem_size) {
         if (ncols_x > max_block_size) {
-            soft_max_f32_submitter<true, 0, 0>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+            soft_max_f32_submitter<true, 0, 0>(x, mask, dst, ncols_x, nrows_y, scale,
                                                max_bias, m0, m1, n_head_log2, block_nums,
                                                block_dims, n_local_scratch, stream);
             return;
         }
         switch (ncols_x) {
             case 32:
-                soft_max_f32_submitter<true, 32, 32>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 32, 32>(x, mask, dst, ncols_x, nrows_y, scale,
                                                      max_bias, m0, m1, n_head_log2, block_nums,
                                                      block_dims, n_local_scratch, stream);
                 break;
             case 64:
-                soft_max_f32_submitter<true, 64, 64>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 64, 64>(x, mask, dst, ncols_x, nrows_y, scale,
                                                      max_bias, m0, m1, n_head_log2, block_nums,
                                                      block_dims, n_local_scratch, stream);
                 break;
             case 128:
-                soft_max_f32_submitter<true, 128, 128>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 128, 128>(x, mask, dst, ncols_x, nrows_y, scale,
                                                        max_bias, m0, m1, n_head_log2, block_nums,
                                                        block_dims, n_local_scratch, stream);
                 break;
             case 256:
-                soft_max_f32_submitter<true, 256, 256>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 256, 256>(x, mask, dst, ncols_x, nrows_y, scale,
                                                        max_bias, m0, m1, n_head_log2, block_nums,
                                                        block_dims, n_local_scratch, stream);
                 break;
             case 512:
-                soft_max_f32_submitter<true, 512, 512>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 512, 512>(x, mask, dst, ncols_x, nrows_y, scale,
                                                        max_bias, m0, m1, n_head_log2, block_nums,
                                                        block_dims, n_local_scratch, stream);
                 break;
             case 1024:
-                soft_max_f32_submitter<true, 1024, 1024>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 1024, 1024>(x, mask, dst, ncols_x, nrows_y, scale,
                                                          max_bias, m0, m1, n_head_log2, block_nums,
                                                          block_dims, n_local_scratch, stream);
                 break;
             case 2048:
-                soft_max_f32_submitter<true, 2048, 1024>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 2048, 1024>(x, mask, dst, ncols_x, nrows_y, scale,
                                                          max_bias, m0, m1, n_head_log2, block_nums,
                                                          block_dims, n_local_scratch, stream);
                 break;
             case 4096:
-                soft_max_f32_submitter<true, 4096, 1024>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 4096, 1024>(x, mask, dst, ncols_x, nrows_y, scale,
                                                          max_bias, m0, m1, n_head_log2, block_nums,
                                                          block_dims, n_local_scratch, stream);
                 break;
             default:
-                soft_max_f32_submitter<true, 0, 0>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+                soft_max_f32_submitter<true, 0, 0>(x, mask, dst, ncols_x, nrows_y, scale,
                                                    max_bias, m0, m1, n_head_log2, block_nums,
                                                    block_dims, n_local_scratch, stream);
                 break;
         }
     } else {
-        soft_max_f32_submitter<false, 0, 0>(x, mask, pos, dst, ncols_x, nrows_y, scale,
+        soft_max_f32_submitter<false, 0, 0>(x, mask, dst, ncols_x, nrows_y, scale,
                                             max_bias, m0, m1, n_head_log2, block_nums,
                                             block_dims, WARP_SIZE, stream);
     }
@@ -14003,6 +13563,10 @@ inline void ggml_sycl_op_concat(const ggml_tensor *src0,
                                 const float *src0_dd, const float *src1_dd,
                                 float *dst_dd,
                                 const dpct::queue_ptr &main_stream) {
+#pragma message("TODO: generalize concat kernel for dim != 2")
+#pragma message("      https://github.com/ggerganov/llama.cpp/pull/7563")
+    int dim = dst->op_params[0];
+    GGML_ASSERT(dim == 2);
 
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT(src1->type == GGML_TYPE_F32);
@@ -14024,11 +13588,15 @@ inline void ggml_sycl_op_upscale(const ggml_tensor *src0,
 
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT(dst->type == GGML_TYPE_F32);
-    GGML_ASSERT(src0->ne[3] == 1 && dst->ne[3] == 1); // just 3D tensors
 
-    const int scale_factor = dst->op_params[0];
+    const float sf0 = (float)dst->ne[0]/src0->ne[0];
+    const float sf1 = (float)dst->ne[1]/src0->ne[1];
+    const float sf2 = (float)dst->ne[2]/src0->ne[2];
+    const float sf3 = (float)dst->ne[3]/src0->ne[3];
 
-    upscale_f32_sycl(src0_dd, dst_dd, src0->ne[0], src0->ne[1], src0->ne[2], scale_factor, main_stream);
+    upscale_f32_sycl(src0_dd, dst_dd, src0->nb[0], src0->nb[1], src0->nb[2], src0->nb[3],
+                     dst->ne[0], dst->ne[1], dst->ne[2], dst->ne[3], sf0, sf1, sf2, sf3,
+                     main_stream);
 
     (void) src1;
     (void) dst;
@@ -14484,6 +14052,7 @@ inline void ggml_sycl_op_rope(const ggml_tensor *src0, const ggml_tensor *src1,
                               ggml_tensor *dst, const float *src0_dd,
                               const float *src1_dd, float *dst_dd,
                               const dpct::queue_ptr &main_stream) {
+    const ggml_tensor * src2 = dst->src[2];
 
     GGML_ASSERT(src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);
     GGML_ASSERT( dst->type == GGML_TYPE_F32 ||  dst->type == GGML_TYPE_F16);
@@ -14509,6 +14078,7 @@ inline void ggml_sycl_op_rope(const ggml_tensor *src0, const ggml_tensor *src1,
     memcpy(&beta_fast,   (int32_t *) dst->op_params +  9, sizeof(float));
     memcpy(&beta_slow,   (int32_t *) dst->op_params + 10, sizeof(float));
 
+    const float * freq_factors = nullptr;
     const int32_t * pos = nullptr;
     if ((mode & 1) == 0) {
         GGML_ASSERT(src1->type == GGML_TYPE_I32);
@@ -14519,6 +14089,16 @@ inline void ggml_sycl_op_rope(const ggml_tensor *src0, const ggml_tensor *src1,
     const bool is_neox = mode & 2;
     const bool is_glm  = mode & 4;
 
+    if (is_neox) {
+        pos = (const int32_t *) src1_dd;
+
+        if (src2 != nullptr) {
+            freq_factors = (const float *) src2->data;
+        }
+    } else {
+        GGML_ASSERT(src2 == nullptr && "TODO: freq_factors not implemented for !is_neox");
+    }
+
     rope_corr_dims corr_dims;
     ggml_rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims.v);
 
@@ -14530,13 +14110,13 @@ inline void ggml_sycl_op_rope(const ggml_tensor *src0, const ggml_tensor *src1,
         if (src0->type == GGML_TYPE_F32) {
             rope_neox_sycl(
                 (const float *)src0_dd, (float *)dst_dd, ne00, n_dims, nrows, pos, freq_scale, ne01, freq_base, ext_factor,
-                attn_factor, corr_dims, main_stream
+                attn_factor, corr_dims, freq_factors, main_stream
             );
         } else if (src0->type == GGML_TYPE_F16) {
             rope_neox_sycl((const sycl::half *)src0_dd, (sycl::half *)dst_dd,
                            ne00, n_dims, nrows, pos, freq_scale, ne01,
                            freq_base, ext_factor, attn_factor, corr_dims,
-                           main_stream);
+                           freq_factors, main_stream);
         } else {
             GGML_ASSERT(false);
         }
@@ -14560,36 +14140,6 @@ inline void ggml_sycl_op_rope(const ggml_tensor *src0, const ggml_tensor *src1,
     (void) src1_dd;
 }
 
-inline void ggml_sycl_op_alibi(const ggml_tensor *src0, const ggml_tensor *src1,
-                               ggml_tensor *dst, const float *src0_dd,
-                               const float *src1_dd, float *dst_dd,
-                               const dpct::queue_ptr &main_stream) {
-
-    GGML_ASSERT(src0->type == GGML_TYPE_F32);
-    GGML_ASSERT( dst->type == GGML_TYPE_F32);
-
-    GGML_TENSOR_LOCALS_3(int64_t, ne0, src0, ne);
-    const int64_t nrows = ggml_nrows(src0);
-
-    //const int n_past = ((int32_t *) dst->op_params)[0];
-    const int n_head = ((int32_t *) dst->op_params)[1];
-    float max_bias;
-    memcpy(&max_bias, (int32_t *) dst->op_params + 2, sizeof(float));
-
-    //GGML_ASSERT(ne01 + n_past == ne00);
-    GGML_ASSERT(n_head == ne02);
-
-    const int n_heads_log2_floor = 1 << (int) floor(log2(n_head));
-
-    const float m0 = powf(2.0f, -(max_bias) / n_heads_log2_floor);
-    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_heads_log2_floor);
-
-    alibi_f32_sycl(src0_dd, dst_dd, ne00, nrows, ne01, n_heads_log2_floor, m0, m1, main_stream);
-
-    (void) src1;
-    (void) src1_dd;
-}
-
 static void ggml_sycl_op_pool2d(const ggml_tensor *src0,
                                 const ggml_tensor *src1, ggml_tensor *dst,
                                 const float *src0_dd, const float *src1_dd,
@@ -14744,12 +14294,9 @@ inline void ggml_sycl_op_soft_max(const ggml_tensor *src0,
     GGML_ASSERT(src0->type == GGML_TYPE_F32);
     GGML_ASSERT( dst->type == GGML_TYPE_F32);
 
-    const ggml_tensor * src2 = dst->src[2];
-
-#pragma message("TODO: add ggml_sycl_op_soft_max() F16 src1 and src2 support")
+#pragma message("TODO: add ggml_sycl_op_soft_max() F16 src1 support")
 #pragma message("ref:  https://github.com/ggerganov/llama.cpp/pull/5021")
     GGML_ASSERT(!src1 || src1->type == GGML_TYPE_F32); // src1 contains mask and it is optional
-    GGML_ASSERT(!src2 || src2->type == GGML_TYPE_F32); // src2 contains positions and it is optional
 
     const int64_t ne00 = src0->ne[0];
     const int64_t nrows_x = ggml_nrows(src0);
@@ -14761,25 +14308,7 @@ inline void ggml_sycl_op_soft_max(const ggml_tensor *src0,
     memcpy(&scale, dst->op_params + 0, sizeof(float));
     memcpy(&max_bias, dst->op_params + 1, sizeof(float));
 
-    // positions tensor
-    float * src2_dd = nullptr;
-    sycl_pool_alloc<float> src2_f;
-
-    const bool use_src2 = src2 != nullptr;
-
-    if (use_src2) {
-        const bool src2_on_device = src2->backend == GGML_BACKEND_TYPE_GPU;
-
-        if (src2_on_device) {
-            ggml_tensor_extra_gpu * src2_extra = (ggml_tensor_extra_gpu *) src2->extra;
-            src2_dd = (float *) src2_extra->data_device[g_main_device];
-        } else {
-            src2_dd = src2_f.alloc(ggml_nelements(src2));
-            SYCL_CHECK(ggml_sycl_cpy_tensor_2d(src2_dd, src2, 0, 0, 0, 1, main_stream));
-        }
-    }
-
-    soft_max_f32_sycl(src0_dd, src1 ? src1_dd : nullptr, src2_dd, dst_dd, ne00,
+    soft_max_f32_sycl(src0_dd, src1 ? src1_dd : nullptr, dst_dd, ne00,
                       nrows_x, nrows_y, scale, max_bias, main_stream);
 }
 
@@ -15654,27 +15183,7 @@ static void ggml_sycl_mul_mat_batched_sycl(const ggml_tensor *src0,
     const int64_t r2 = ne12/ne02;
     const int64_t r3 = ne13/ne03;
 
-#if 0
-    // use syclGemmEx
-    {
-        for (int i13 = 0; i13 < ne13; ++i13) {
-            for (int i12 = 0; i12 < ne12; ++i12) {
-                int i03 = i13 / r3;
-                int i02 = i12 / r2;
-
-                SYCL_CHECK(
-                        syclGemmEx(g_sycl_handles[g_main_device], CUBLAS_OP_T, CUBLAS_OP_N,
-                            ne01, ne11, ne10,
-                            alpha, (const char *) src0_as_f16 + i02*src0->nb[2]   + i03*src0->nb[3]  , SYCL_R_16F,   nb01/sizeof(half),
-                                   (const char *) src1_as_f16 + i12*src1->nb[2]/2 + i13*src1->nb[3]/2, SYCL_R_16F,   nb11/sizeof(float),
-                            beta,  (      char *)       dst_t + i12*nbd2          + i13*nbd3,          cu_data_type, ne01,
-                            cu_compute_type,
-                            CUBLAS_GEMM_DEFAULT_TENSOR_OP));
-            }
-        }
-    }
-#else
-    if (r2 == 1 && r3 == 1 && src0->nb[2]*src0->ne[2] == src0->nb[3] && src1->nb[2]*src1->ne[2] == src1->nb[3]) {
+    if (r2 == 1 && r3 == 1 && ggml_is_contiguous_2(src0) && ggml_is_contiguous_2(src1)) {
         // there is no broadcast and src0, src1 are contiguous across dims 2, 3
         SYCL_CHECK(CHECK_TRY_ERROR(dpct::gemm_batch(
             *g_sycl_handles[g_main_device], oneapi::mkl::transpose::trans,
@@ -15685,7 +15194,6 @@ static void ggml_sycl_mul_mat_batched_sycl(const ggml_tensor *src0,
             nb11 / nb10, nb12 / nb10, beta,
             (char *)dst_t, cu_data_type, ne01, nb2 / nb0,
             ne12 * ne13, cu_compute_type)));
-        g_sycl_handles[g_main_device]->wait();
     } else {
         const int ne23 = ne12*ne13;
 
@@ -15716,7 +15224,7 @@ static void ggml_sycl_mul_mat_batched_sycl(const ggml_tensor *src0,
                                          nb02, nb03, nb12_scaled, nb13_scaled,
                                          nbd2, nbd3, r2, r3, item_ct1);
                                  });
-            }).wait();
+            });
         }
         SYCL_CHECK(CHECK_TRY_ERROR(dpct::gemm_batch(
             *g_sycl_handles[g_main_device], oneapi::mkl::transpose::trans,
@@ -15727,9 +15235,7 @@ static void ggml_sycl_mul_mat_batched_sycl(const ggml_tensor *src0,
             dpct::library_data_t::real_half, nb11 / nb10, beta,
             (void **)(ptrs_dst.get() + 0 * ne23), cu_data_type, ne01, ne23,
             cu_compute_type)));
-        g_sycl_handles[g_main_device]->wait();
     }
-#endif
 
     if (no_mixed_dtypes) {
         const to_fp32_sycl_t to_fp32_sycl = ggml_get_to_fp32_sycl(GGML_TYPE_F16);
@@ -15742,6 +15248,29 @@ catch (sycl::exception const &exc) {
   std::exit(1);
 }
 
+inline bool ggml_sycl_supports_mmq(enum ggml_type type) {
+    // TODO: accuracy issues in MMQ
+    return false;
+}
+
+bool ggml_sycl_supports_dmmv(enum ggml_type type) {
+    switch (type) {
+        case GGML_TYPE_Q4_0:
+        case GGML_TYPE_Q4_1:
+        case GGML_TYPE_Q5_0:
+        case GGML_TYPE_Q5_1:
+        case GGML_TYPE_Q8_0:
+        case GGML_TYPE_Q2_K:
+        case GGML_TYPE_Q3_K:
+        case GGML_TYPE_Q4_K:
+        case GGML_TYPE_Q5_K:
+        case GGML_TYPE_Q6_K:
+        case GGML_TYPE_F16:
+            return true;
+        default:
+            return false;
+    }
+}
 
 static void ggml_sycl_mul_mat(const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     const bool all_on_device =
@@ -15758,75 +15287,42 @@ static void ggml_sycl_mul_mat(const ggml_tensor * src0, const ggml_tensor * src1
         }
     }
 
+    // check data types and tensor shapes for custom matrix multiplication kernels:
+    bool use_dequantize_mul_mat_vec = ggml_sycl_supports_dmmv(src0->type)
+        && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32
+        && src0->ne[0] % GGML_SYCL_DMMV_X == 0 && src1->ne[1] == 1;
+
+    bool use_mul_mat_vec_q =  ggml_is_quantized(src0->type)
+        && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32
+        && src1->ne[1] <= MMVQ_MAX_BATCH_SIZE;
+
+    bool use_mul_mat_q =  ggml_sycl_supports_mmq(src0->type)
+        && src1->type == GGML_TYPE_F32 && dst->type == GGML_TYPE_F32;
+
+    // mmvq and mmq need the __dp4a instruction which is available for gen12+
+    // Workaround in https://github.com/ggerganov/llama.cpp/commit/95f84d5ce8b449a9b16009434aca800df504a02e
+    use_mul_mat_q = use_mul_mat_q && (src0->type != GGML_TYPE_IQ2_XXS);
 #ifdef SYCL_USE_XMX
-    const bool use_xmx = true;
-#else
-    const bool use_xmx = false;
-#endif
+    use_mul_mat_q = use_mul_mat_q && (src1->ne[1] <= MMQ_MAX_BATCH_SIZE);
+#endif // SYCL_USE_XMX
 
-    // debug helpers
-    //printf("src0: %8d %8d %8d %8d\n", src0->ne[0], src0->ne[1], src0->ne[2], src0->ne[3]);
-    //printf("      %8d %8d %8d %8d\n", src0->nb[0], src0->nb[1], src0->nb[2], src0->nb[3]);
-    //printf("src1: %8d %8d %8d %8d\n", src1->ne[0], src1->ne[1], src1->ne[2], src1->ne[3]);
-    //printf("      %8d %8d %8d %8d\n", src1->nb[0], src1->nb[1], src1->nb[2], src1->nb[3]);
-    //printf("src0 is contiguous %d, transposed %d, type = %s, name = %s\n", ggml_is_contiguous(src0), ggml_is_transposed(src0), ggml_type_name(src0->type), src0->name);
-    //printf("src1 is contiguous %d, transposed %d, type = %s, name = %s\n", ggml_is_contiguous(src1), ggml_is_transposed(src1), ggml_type_name(src1->type), src1->name);
-
-    if (!split && all_on_device && !use_xmx && src0->type == GGML_TYPE_F16 && ggml_is_permuted(src0) && ggml_is_permuted(src1) && src1->ne[1] == 1) {
+    if (!split && src0->type == GGML_TYPE_F16 && ggml_is_permuted(src0) && ggml_is_permuted(src1) && src1->ne[1] == 1) {
         // KQ single-batch
-        // GGML_SYCL_DEBUG("ggml_sycl_mul_mat_vec_p021\n");
         ggml_sycl_mul_mat_vec_p021(src0, src1, dst);
-    } else if (!split && all_on_device && !use_xmx && src0->type == GGML_TYPE_F16 && !ggml_is_contiguous(src0) && !ggml_is_transposed(src1) && src1->ne[1] == 1) {
+    } else if (!split && src0->type == GGML_TYPE_F16 && !ggml_is_contiguous(src0) && !ggml_is_transposed(src1) && src1->ne[1] == 1) {
         // KQV single-batch
-        // GGML_SYCL_DEBUG("ggml_sycl_mul_mat_vec_nc\n");
         ggml_sycl_mul_mat_vec_nc(src0, src1, dst);
-    } else if (!split && all_on_device && use_xmx && src0->type == GGML_TYPE_F16 && !ggml_is_transposed(src0) && !ggml_is_transposed(src1)) {
+    } else if (!split && src0->type == GGML_TYPE_F16 && (src1->type == GGML_TYPE_F16) && !ggml_is_transposed(src0) && !ggml_is_transposed(src1) && src1->ne[2]*src1->ne[3] > 1) {
         // KQ + KQV multi-batch
-        // GGML_SYCL_DEBUG("ggml_sycl_mul_mat_batched_sycl\n");
         ggml_sycl_mul_mat_batched_sycl(src0, src1, dst);
-    } else if (src0->type == GGML_TYPE_F32) {
-        // GGML_SYCL_DEBUG("ggml_sycl_op_mul_mat\n");
-        ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_sycl, false);
-    } else if (ggml_is_quantized(src0->type) || src0->type == GGML_TYPE_F16) {
-        // GGML_SYCL_DEBUG("ggml_is_quantized or GGML_TYPE_F16\n");
-        if (src1->ne[1] == 1 && src0->ne[0] % GGML_SYCL_DMMV_X == 0) {
-#ifdef GGML_SYCL_FORCE_DMMV
-            const bool use_mul_mat_vec_q = false;
-#else
-            bool use_mul_mat_vec_q = min_compute_capability >= VER_4VEC && ggml_is_quantized(src0->type);
-            use_mul_mat_vec_q = use_mul_mat_vec_q ||
-                (src0->type == GGML_TYPE_IQ2_XXS) || (src0->type == GGML_TYPE_IQ2_XS) || (src0->type == GGML_TYPE_IQ2_S) ||
-                (src0->type == GGML_TYPE_IQ3_XXS) || (src0->type == GGML_TYPE_IQ3_S) ||
-                (src0->type == GGML_TYPE_IQ4_NL) || (src0->type == GGML_TYPE_IQ4_XS) ||
-                (src0->type == GGML_TYPE_IQ1_S) || (src0->type == GGML_TYPE_IQ1_M);
-
-
-#endif // GGML_SYCL_FORCE_DMMV
-
-            if (use_mul_mat_vec_q) {
-                // GGML_SYCL_DEBUG("ggml_sycl_mul_mat ggml_sycl_op_mul_mat_vec_q path\n");
-                ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_vec_q, true);
-            } else {
-                // GGML_SYCL_DEBUG("ggml_sycl_mul_mat ggml_sycl_op_dequantize_mul_mat_vec path\n");
-                ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_dequantize_mul_mat_vec, false);
-            }
-        } else {
-            bool use_mul_mat_q = min_compute_capability >= VER_4VEC && ggml_is_quantized(src0->type);
-
-            if (use_xmx && min_compute_capability >= VER_GEN9 && src1->ne[1] > XMX_MAX_BATCH_SIZE) {
-                use_mul_mat_q = false;
-            }
-
-            if (use_mul_mat_q) {
-                // GGML_SYCL_DEBUG("ggml_sycl_mul_mat ggml_sycl_op_mul_mat_q path\n");
-                ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_q, true);
-            } else {
-                // GGML_SYCL_DEBUG("ggml_sycl_mul_mat ggml_sycl_op_mul_mat_sycl path\n");
-                ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_sycl, false);
-            }
-        }
+    } else if (use_dequantize_mul_mat_vec) {
+        ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_dequantize_mul_mat_vec, false);
+    } else if (use_mul_mat_vec_q) {
+        ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_vec_q, true);
+    } else if (use_mul_mat_q) {
+        ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_q, true);
     } else {
-        GGML_ASSERT(false);
+        ggml_sycl_op_mul_mat(src0, src1, dst, ggml_sycl_op_mul_mat_sycl, false);
     }
 }
 
@@ -16003,22 +15499,86 @@ static void ggml_sycl_mul_mat_id_sycl(ggml_tensor * dst) {
 }
 #endif
 
+struct mmid_row_mapping {
+    int32_t i1;
+    int32_t i2;
+};
+
+__dpct_inline__ static void k_copy_src1_to_contiguous(
+    const char *__restrict__ src1_original, char *__restrict__ src1_contiguous,
+    int *__restrict__ cur_src1_row, mmid_row_mapping *__restrict__ row_mapping,
+    const char *__restrict ids, int64_t i02, size_t ids_nb1, size_t ids_nb0,
+    int64_t ne11, int64_t ne10, size_t nb11, size_t nb12,
+    const sycl::nd_item<3> &item_ct1, int &src1_row) {
+    int32_t iid1 = item_ct1.get_group(2);
+    int32_t id = item_ct1.get_group(1);
+
+    const int32_t row_id_i = *(const int32_t *) (ids + iid1*ids_nb1 + id*ids_nb0);
+
+    if (row_id_i != i02) {
+        return;
+    }
+
+    const int64_t i11 = id % ne11;
+    const int64_t i12 = iid1;
+
+    if (item_ct1.get_local_id(2) == 0) {
+        src1_row =
+            dpct::atomic_fetch_add<sycl::access::address_space::generic_space>(
+                cur_src1_row, 1);
+        row_mapping[src1_row] = {id, iid1};
+    }
+    /*
+    DPCT1065:194: Consider replacing sycl::nd_item::barrier() with
+    sycl::nd_item::barrier(sycl::access::fence_space::local_space) for better
+    performance if there is no access to global memory.
+    */
+    item_ct1.barrier();
+
+    const float * src1_row_original = (const float *)(src1_original + i11*nb11 + i12*nb12);
+    float * src1_row_contiguous = (float *)(src1_contiguous + src1_row*nb11);
+
+#pragma unroll
+    for (int i = item_ct1.get_local_id(2); i < ne10;
+         i += item_ct1.get_local_range(2)) {
+        src1_row_contiguous[i] = src1_row_original[i];
+    }
+}
+
+__dpct_inline__ static void k_copy_dst_from_contiguous(
+    char *__restrict__ dst_original, const char *__restrict__ dst_contiguous,
+    const mmid_row_mapping *__restrict__ row_mapping, int64_t ne0, size_t nb1,
+    size_t nb2, const sycl::nd_item<3> &item_ct1) {
+    int32_t i = item_ct1.get_group(2);
+
+    const int32_t i1 = row_mapping[i].i1;
+    const int32_t i2 = row_mapping[i].i2;
+
+    const float * dst_row_contiguous = (const float *)(dst_contiguous + i*nb1);
+    float * dst_row_original = (float *)(dst_original + i1*nb1 + i2*nb2);
+
+#pragma unroll
+    for (int j = item_ct1.get_local_id(2); j < ne0;
+         j += item_ct1.get_local_range(2)) {
+        dst_row_original[j] = dst_row_contiguous[j];
+    }
+}
+
 static void ggml_sycl_mul_mat_id(const ggml_tensor *src0,
                                  const ggml_tensor *src1,
                                  ggml_tensor *dst) try {
-    GGML_ASSERT(src0->backend != GGML_BACKEND_TYPE_GPU_SPLIT &&
-                "mul_mat_id does not support split buffers");
+    GGML_ASSERT(!ggml_backend_buffer_is_sycl_split(src0->buffer) && "mul_mat_id does not support split buffers");
+
     const ggml_tensor *ids = dst->src[2];
+    GGML_TENSOR_BINARY_OP_LOCALS
+
     const dpct::queue_ptr stream = g_syclStreams[g_main_device][0];
 
-    const size_t nb11 = src1->nb[1];
-    const size_t nb1 = dst->nb[1];
-
-    const int32_t id = ((int32_t *)dst->op_params)[0];
-    const int32_t n_as = src0->ne[2];
+    const int64_t n_as = ne02;
+    const int64_t n_ids = ids->ne[0];
 
     std::vector<char> ids_host(ggml_nbytes(ids));
-    const char *ids_dev = (const char *)ids->data;
+    const char * ids_dev = (const char *) ids->data;
 
     SYCL_CHECK(CHECK_TRY_ERROR(
         stream->memcpy(ids_host.data(), ids_dev, ggml_nbytes(ids))));
@@ -16058,24 +15618,40 @@ static void ggml_sycl_mul_mat_id(const ggml_tensor *src0,
 
     src0_row.ne[2] = 1;
     src0_row.ne[3] = 1;
-    src0_row.nb[3] = src0->nb[2];
+    src0_row.nb[3] = nb02;
 
-    if (src1->ne[1] == 1) {
-        for (int64_t i01 = 0; i01 < ids->ne[1]; i01++) {
-            const int32_t row_id =
-                *(const int32_t *)(ids_host.data() + i01 * ids->nb[1] +
-                                   id * ids->nb[0]);
+    src1_row.ne[1] = 1;
+    src1_row.ne[2] = 1;
+    src1_row.ne[3] = 1;
+    src1_row.nb[2] = nb11;
+    src1_row.nb[3] = nb11;
 
-            GGML_ASSERT(row_id >= 0 && row_id < n_as);
+    dst_row.ne[1] = 1;
+    dst_row.ne[2] = 1;
+    dst_row.ne[3] = 1;
+    dst_row.nb[2] = nb1;
+    dst_row.nb[3] = nb1;
+    if (ne12 == 1) {
+        for (int64_t iid1 = 0; iid1 < ids->ne[1]; iid1++) {
+            for (int64_t id = 0; id < n_ids; id++) {
+                const int32_t i02 = *(const int32_t *) (ids_host.data() + iid1*ids->nb[1] + id*ids->nb[0]);
+                GGML_ASSERT(i02 >= 0 && i02 < n_as);
+
+                const int64_t i11 = id % ne11;
+                const int64_t i12 = iid1;
+
+                const int64_t i1 = id;
+                const int64_t i2 = i12;
 
             src0_row_extra.data_device[g_main_device] =
-                src0_original + row_id * src0->nb[2];
+                src0_original + i02*nb02;
             src1_row_extra.data_device[g_main_device] =
-                src1_original + i01 * src1->nb[1];
+                src1_original + + i11*nb11 + i12*nb12;
             dst_row_extra.data_device[g_main_device] =
-                dst_original + i01 * dst->nb[1];
+                dst_original + i1*nb1   + i2*nb2;
 
             ggml_sycl_mul_mat(&src0_row, &src1_row, &dst_row);
+            }
         }
     } else {
         sycl_pool_alloc<char> src1_contiguous(sizeof(float)*ggml_nelements(src1));
@@ -16084,64 +15660,98 @@ static void ggml_sycl_mul_mat_id(const ggml_tensor *src0,
         src1_row_extra.data_device[g_main_device] = src1_contiguous.get();
         dst_row_extra.data_device[g_main_device]  =  dst_contiguous.get();
 
-        for (int32_t row_id = 0; row_id < n_as; ++row_id) {
+        for (int64_t i02 = 0; i02 < n_as; i02++) {
             int64_t num_src1_rows = 0;
-            for (int64_t i01 = 0; i01 < ids->ne[1]; i01++) {
-                const int32_t row_id_i = *(const int32_t *) (ids_host.data() + i01*ids->nb[1] + id*ids->nb[0]);
+            for (int64_t iid1 = 0; iid1 < ids->ne[1]; iid1++) {
+                for (int64_t id = 0; id < n_ids; id++) {
+                    const int32_t row_id_i = *(const int32_t *) (ids_host.data() + iid1*ids->nb[1] + id*ids->nb[0]);
 
-                if (row_id_i != row_id) {
-                    continue;
+                    GGML_ASSERT(row_id_i >= 0 && row_id_i < n_as);
+
+                    if (row_id_i != i02) {
+                        continue;
+                    }
+
+                    num_src1_rows++;
                 }
-
-                GGML_ASSERT(row_id >= 0 && row_id < n_as);
-
-                SYCL_CHECK(CHECK_TRY_ERROR(
-                    stream->memcpy(src1_contiguous.get() + num_src1_rows * nb11,
-                                   src1_original + i01 * nb11, nb11)));
-                num_src1_rows++;
             }
 
             if (num_src1_rows == 0) {
                 continue;
             }
 
-            src0_row_extra.data_device[g_main_device] =
-                src0_original + row_id * src0->nb[2];
 
+            sycl_pool_alloc<int> dev_cur_src1_row(1);
+            sycl_pool_alloc<mmid_row_mapping> dev_row_mapping(num_src1_rows);
+            SYCL_CHECK(CHECK_TRY_ERROR(
+                stream->memset(dev_cur_src1_row.get(), 0, sizeof(int))));
+
+            {
+                sycl::range<3> block_dims(1, 1, std::min((unsigned int)ne10, 768u));
+                sycl::range<3> grid_dims(1, n_ids, ids->ne[1]);
+                stream->submit([&](sycl::handler &cgh) {
+                    sycl::local_accessor<int, 0> src1_row_acc(cgh);
+
+                    char *__restrict src1_contiguous_get =
+                        src1_contiguous.get();
+                    int *__restrict dev_cur_src1_row_get =
+                        dev_cur_src1_row.get();
+                    mmid_row_mapping *__restrict dev_row_mapping_get =
+                        dev_row_mapping.get();
+                    size_t ids_nb_ct6 = ids->nb[1];
+                    size_t ids_nb_ct7 = ids->nb[0];
+
+                    cgh.parallel_for(
+                        sycl::nd_range<3>(grid_dims * block_dims, block_dims),
+                        [=](sycl::nd_item<3> item_ct1) {
+                            k_copy_src1_to_contiguous(
+                                src1_original, src1_contiguous_get,
+                                dev_cur_src1_row_get,
+                                dev_row_mapping_get, ids_dev, i02,
+                                ids_nb_ct6, ids_nb_ct7, ne11, ne10, nb11, nb12,
+                                item_ct1, src1_row_acc);
+                        });
+                });
+            }
+
+            src0_row_extra.data_device[g_main_device] = src0_original + i02*nb02;
+
+            GGML_ASSERT(nb11 == sizeof(float)*ne10);
+            GGML_ASSERT(nb1 == sizeof(float)*ne0);
             src1_row.ne[1] = num_src1_rows;
-            dst_row.ne[1] = num_src1_rows;
 
             src1_row.nb[1] = nb11;
             src1_row.nb[2] = num_src1_rows*nb11;
             src1_row.nb[3] = num_src1_rows*nb11;
 
+            dst_row.ne[1] = num_src1_rows;
             dst_row.nb[1] = nb1;
             dst_row.nb[2] = num_src1_rows*nb1;
             dst_row.nb[3] = num_src1_rows*nb1;
 
             ggml_sycl_mul_mat(&src0_row, &src1_row, &dst_row);
 
-            num_src1_rows = 0;
-            for (int64_t i01 = 0; i01 < ids->ne[1]; i01++) {
-                const int32_t row_id_i = *(const int32_t *) (ids_host.data() + i01*ids->nb[1] + id*ids->nb[0]);
+            {
+                sycl::range<3> block_dims(1, 1, std::min((unsigned int)ne0, 768u));
+                sycl::range<3> grid_dims(1, 1, num_src1_rows);
+                stream->submit([&](sycl::handler &cgh) {
+                    const char *__restrict dst_contiguous_get =
+                        dst_contiguous.get();
+                    const mmid_row_mapping *__restrict dev_row_mapping_get =
+                        dev_row_mapping.get();
 
-                if (row_id_i != row_id) {
-                    continue;
-                }
-
-                GGML_ASSERT(row_id >= 0 && row_id < n_as);
-
-                SYCL_CHECK(CHECK_TRY_ERROR(stream->memcpy(
-                    dst_original + i01 * nb1,
-                    dst_contiguous.get() + num_src1_rows * nb1, nb1)));
-                num_src1_rows++;
+                    cgh.parallel_for(
+                        sycl::nd_range<3>(grid_dims * block_dims, block_dims),
+                        [=](sycl::nd_item<3> item_ct1) {
+                            k_copy_dst_from_contiguous(dst_original,
+                                                       dst_contiguous_get,
+                                                       dev_row_mapping_get,
+                                                       ne0, nb1, nb2, item_ct1);
+                        });
+                });
             }
         }
     }
-
-    if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-        SYCL_CHECK(CHECK_TRY_ERROR(stream->wait()));
-    }
 }
 catch (sycl::exception const &exc) {
   std::cerr << exc.what() << "Exception caught at file:" << __FILE__
@@ -16230,10 +15840,6 @@ static void ggml_sycl_rope(const ggml_tensor * src0, const ggml_tensor * src1, g
     ggml_sycl_op_flatten(src0, src1, dst, ggml_sycl_op_rope);
 }
 
-static void ggml_sycl_alibi(const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-    ggml_sycl_op_flatten(src0, src1, dst, ggml_sycl_op_alibi);
-}
-
 static void ggml_sycl_pool2d(const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     ggml_sycl_op_flatten(src0, src1, dst, ggml_sycl_op_pool2d);
 }
@@ -16610,9 +16216,6 @@ bool ggml_sycl_compute_forward(struct ggml_compute_params * params, struct ggml_
         case GGML_OP_ROPE:
             func = ggml_sycl_rope;
             break;
-        case GGML_OP_ALIBI:
-            func = ggml_sycl_alibi;
-            break;
         case GGML_OP_IM2COL:
             func = ggml_sycl_im2col;
             break;
@@ -17131,10 +16734,9 @@ GGML_CALL static const char * ggml_backend_sycl_split_buffer_get_name(ggml_backe
     UNUSED(buffer);
 }
 
-// unused at the moment
-//static bool ggml_backend_buffer_is_sycl_split(ggml_backend_buffer_t buffer) {
-//    return buffer->iface.get_name == ggml_backend_sycl_split_buffer_get_name;
-//}
+static bool ggml_backend_buffer_is_sycl_split(ggml_backend_buffer_t buffer) {
+   return buffer->iface.get_name == ggml_backend_sycl_split_buffer_get_name;
+}
 
 GGML_CALL static void ggml_backend_sycl_split_buffer_free_buffer(ggml_backend_buffer_t buffer) {
     ggml_backend_sycl_split_buffer_context * ctx = (ggml_backend_sycl_split_buffer_context *)buffer->context;
@@ -17742,7 +17344,6 @@ GGML_CALL static bool ggml_backend_sycl_supports_op(ggml_backend_t backend, cons
         case GGML_OP_DIAG_MASK_INF:
         case GGML_OP_SOFT_MAX:
         case GGML_OP_ROPE:
-        case GGML_OP_ALIBI:
         case GGML_OP_IM2COL:
         case GGML_OP_POOL_2D:
         case GGML_OP_SUM_ROWS:
diff --git a/ggml-vulkan-shaders.hpp b/ggml-vulkan-shaders.hpp
index fcb6f384b..e8cb5f52c 100644
--- a/ggml-vulkan-shaders.hpp
+++ b/ggml-vulkan-shaders.hpp
@@ -363,320 +363,349 @@ const uint64_t add_f32_len = 4276;
 
 unsigned char argsort_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x2b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x41,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0b,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
-0x33,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x00,0x04,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
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+0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
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+0x31,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
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+0x41,0x00,0x06,0x00,0x93,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x88,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xba,0x00,0x05,0x00,0x37,0x00,0x00,0x00,
+0xf8,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd5,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x37,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0xe6,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0xf8,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xcf,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x37,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
+0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x37,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xfd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xfb,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0xfd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x13,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0d,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
+0xbe,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x32,0x01,0x00,0x00,
+0x37,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xbe,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfd,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xfd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x6c,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x65,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x65,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x57,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x57,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x45,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x54,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x56,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4b,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x48,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4a,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x37,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x2f,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x0e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x0e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x0d,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x41,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0d,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x44,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1a,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x12,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x1b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x1d,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1d,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t argsort_f32_len = 3752;
+const uint64_t argsort_f32_len = 4096;
 
 unsigned char clamp_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -6563,14 +6592,14 @@ const uint64_t dequant_q8_0_len = 4780;
 
 unsigned char diag_mask_inf_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x53,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x09,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
@@ -6580,23 +6609,23 @@ unsigned char diag_mask_inf_f32_data[] = {
 0x48,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
 0x15,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x2a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3a,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x2f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x30,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x43,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x43,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x30,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x43,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x49,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -6617,30 +6646,30 @@ unsigned char diag_mask_inf_f32_data[] = {
 0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x1d,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x29,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x2b,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x2f,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x30,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x31,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x31,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0xff,0xff,0xff,0xff,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
-0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x36,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x37,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x38,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x39,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x42,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x43,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x44,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,
+0x09,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x36,0x00,0x00,0x00,0x52,0x00,0x00,0x00,0x00,0x00,0x80,0xff,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x4a,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x4c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,0x11,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x4d,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
@@ -6655,39 +6684,41 @@ unsigned char diag_mask_inf_f32_data[] = {
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x1e,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1f,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x4a,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x20,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x20,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
 0x13,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x34,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x29,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0xac,0x00,0x05,0x00,0x1d,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x29,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x83,0x00,0x05,0x00,
-0x29,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x47,0x00,0x00,0x00,
-0x46,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4a,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x4a,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x31,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
+0x1d,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x35,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x33,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x34,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x3e,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x3f,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x35,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x40,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x3e,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x36,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x3e,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x35,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x35,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4c,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x4c,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t diag_mask_inf_f32_len = 1480;
+const uint64_t diag_mask_inf_f32_len = 1504;
 
 unsigned char gelu_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -7840,110 +7871,133 @@ const uint64_t get_rows_f32_f32_len = 2976;
 
 unsigned char get_rows_q4_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xf8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x87,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
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+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xaa,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x4f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x66,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x67,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xaa,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xac,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xac,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x67,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x69,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x69,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xba,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xbb,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbd,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc1,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x41,
+0x17,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x40,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x40,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x43,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x4f,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
@@ -7952,1158 +8006,184 @@ unsigned char get_rows_q4_0_data[] = {
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x33,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x34,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x35,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x0d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
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+0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xc6,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q4_0_len = 3704;
 
 unsigned char get_rows_q4_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xca,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x87,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xaa,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xaa,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xac,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xac,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc0,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
-0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,
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-0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
-0x50,0x00,0x05,0x00,0x97,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x83,0x00,0x05,0x00,
-0x97,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x8e,0x00,0x05,0x00,0x97,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x70,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x7a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
-0xb3,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0xb4,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0xac,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xb5,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x19,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xb4,0x00,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xbe,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t get_rows_q4_0_f32_len = 3688;
-
-unsigned char get_rows_q4_1_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xca,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xb0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xb0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xb0,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb2,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb2,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc7,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
-0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x33,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
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-0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x50,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x9d,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x8f,0x00,0x00,0x00,0x50,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0xab,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x19,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x82,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x8c,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xbb,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x19,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x82,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x8c,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xc5,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-};
-const uint64_t get_rows_q4_1_len = 3788;
-
-unsigned char get_rows_q4_1_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xc9,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xb0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xb0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xb0,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb2,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb2,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc6,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
-0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
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-0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
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-0x2a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x82,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x99,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x8a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x83,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x50,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x8e,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0x50,0x00,0x05,0x00,
-0x9d,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x70,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x7a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x19,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xba,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc7,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc7,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t get_rows_q4_1_f32_len = 3772;
-
-unsigned char get_rows_q5_0_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xf7,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
@@ -9111,1512 +8191,2482 @@ unsigned char get_rows_q5_0_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x84,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x89,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x8a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xd3,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xd4,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xd4,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4f,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
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+0x6b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x53,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x76,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x7b,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
+0x69,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x53,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x53,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x53,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
+0xa1,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xac,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0x20,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x2a,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0xac,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x83,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xac,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xc5,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xc6,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc5,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xcf,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd2,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t get_rows_q4_0_f32_len = 3688;
+
+unsigned char get_rows_q4_1_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x05,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
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+0x1c,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd8,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdb,0x00,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t get_rows_q4_1_len = 3788;
+
+unsigned char get_rows_q4_1_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x04,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x6c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x57,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x6f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x6f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x6f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x71,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xd9,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
+0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x1e,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x47,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x48,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x48,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x57,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x68,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x6e,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x6f,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x70,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x70,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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+0xa3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x5b,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xf0,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x03,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xb4,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0xca,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xcd,0x00,0x00,0x00,
+0xd7,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xd7,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xda,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xda,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t get_rows_q4_1_f32_len = 3772;
+
+unsigned char get_rows_q5_0_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x4d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x19,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x72,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x7d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x94,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x95,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x95,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe8,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xe9,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xe9,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xe9,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x00,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbe,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x81,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x81,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xc6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xca,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x81,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0xbe,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0x76,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0x23,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
+0x2c,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x18,0x01,0x00,0x00,0x30,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x2c,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
+0xda,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0x17,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
+0xda,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
+0x29,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x17,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x51,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x32,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x56,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
+0x39,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x40,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
+0x42,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x45,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x45,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x23,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xf4,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x23,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x01,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q5_0_len = 4232;
 
 unsigned char get_rows_q5_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xf6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x4c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0xfd,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xfd,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x00,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x00,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q5_0_f32_len = 4216;
 
 unsigned char get_rows_q5_1_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xea,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x43,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x87,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x88,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x88,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,
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+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
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+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
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+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
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+0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
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+0x79,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
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+0x79,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x79,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
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+0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x4c,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x2d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x20,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x34,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x37,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
+0x15,0x01,0x00,0x00,0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x42,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x12,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xf0,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x42,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xfa,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xfd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xfd,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t get_rows_q5_1_len = 4128;
 
 unsigned char get_rows_q5_1_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xe9,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x42,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x86,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x87,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x88,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x88,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x88,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
+0xc6,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
+0x41,0x00,0x07,0x00,0x31,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x4c,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x51,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x32,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
+0x39,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xef,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xf0,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x41,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0xef,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xf9,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q5_1_f32_len = 4112;
 
 unsigned char get_rows_q8_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xbf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xf3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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 0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
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+0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
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+0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
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+0x4d,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x4d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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+0x48,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x65,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xa5,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x65,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xb8,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbc,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x29,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x3f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x42,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x4d,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
@@ -10625,306 +10675,306 @@ unsigned char get_rows_q8_0_data[] = {
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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+0xdc,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xa5,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x29,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xa5,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0xe5,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x29,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xcd,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd0,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q8_0_len = 3644;
 
 unsigned char get_rows_q8_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xf2,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x84,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x85,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x86,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x87,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa4,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xa5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x4d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x64,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x65,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xa5,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x65,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xb8,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbb,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x19,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x1a,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x29,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x3f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x42,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x1e,0x00,0x1e,0x00,0x4d,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
@@ -10933,250 +10983,231 @@ unsigned char get_rows_q8_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x33,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x34,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x35,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x0d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x49,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1d,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x82,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x83,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x86,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x88,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x88,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x8f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xa4,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xa5,0x00,0x00,0x00,
-0xa4,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xa6,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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-0x19,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xaf,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0xb6,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xb9,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbc,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xbc,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0xf7,0x00,0x03,0x00,0xcf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfb,0x00,0x03,0x00,0x41,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd0,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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+0x48,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
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+0x76,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
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+0x76,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x79,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x9f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x46,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0x20,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x29,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0xe4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x41,0x00,0x08,0x00,0x29,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x72,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
+0xa0,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc2,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xcc,0x00,0x00,0x00,
+0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcf,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xcf,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t get_rows_q8_0_f32_len = 3628;
 
 unsigned char matmul_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x06,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x39,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x38,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -11200,15 +11231,15 @@ unsigned char matmul_f16_data[] = {
 0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x39,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
+0x38,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x80,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x82,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x7f,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x82,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -11219,77 +11250,77 @@ unsigned char matmul_f16_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -11298,7 +11329,7 @@ unsigned char matmul_f16_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -11308,19 +11339,19 @@ unsigned char matmul_f16_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xf6,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x03,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x05,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
@@ -11329,20 +11360,20 @@ unsigned char matmul_f16_data[] = {
 0x0c,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x14,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x22,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x23,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
@@ -11350,32 +11381,32 @@ unsigned char matmul_f16_data[] = {
 0x44,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x4e,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x50,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x69,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x8d,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa4,0x01,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa4,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -11384,21 +11415,21 @@ unsigned char matmul_f16_data[] = {
 0xbb,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x7f,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x80,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
-0x82,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x7e,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x7f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -11409,158 +11440,158 @@ unsigned char matmul_f16_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
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 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf0,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
@@ -11568,59 +11599,59 @@ unsigned char matmul_f16_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbb,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
+0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x15,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x16,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x73,0x00,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x74,0x00,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x1b,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb7,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa7,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x39,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
@@ -11628,190 +11659,190 @@ unsigned char matmul_f16_data[] = {
 0x41,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x59,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x11,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x67,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,0x6a,0x01,0x00,0x00,
+0x6c,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,0x6a,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,0x71,0x01,0x00,0x00,
+0x73,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,0x71,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x75,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x75,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x78,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x77,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x77,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x7b,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x83,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x83,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x7f,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x83,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
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+0xf9,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,
-0xf9,0x01,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xf9,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xff,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x00,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa4,0x01,0x00,0x00,0x07,0x02,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x06,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
@@ -11828,219 +11859,219 @@ unsigned char matmul_f16_data[] = {
 0x32,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x10,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x12,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x17,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x78,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x75,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x21,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x26,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0x26,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x26,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2d,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x32,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0x42,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x45,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x45,0x02,0x00,0x00,
-0x40,0x02,0x00,0x00,0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x40,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x40,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
-0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x27,0x02,0x00,0x00,
-0x51,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0x52,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x48,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x39,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x39,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,
+0x33,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0x41,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x44,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x40,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x44,0x02,0x00,0x00,
+0x3f,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3f,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x48,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,0x47,0x02,0x00,0x00,
+0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x27,0x02,0x00,0x00,
+0x50,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x53,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
+0x51,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
-0x5c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x48,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x61,0x02,0x00,0x00,0x62,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x65,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
-0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x67,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xae,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
-0xa0,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x69,0x02,0x00,0x00,
-0x6a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
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-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
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-0x9e,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x9e,0x02,0x00,0x00,
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-0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x6a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,
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-0xae,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
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-0xa2,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
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-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc1,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0x67,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x5c,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x86,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x88,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0x88,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x93,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x9c,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x9d,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x69,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x61,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x49,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_len = 10316;
 
 unsigned char matmul_f16_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x09,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x05,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
-0x69,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x68,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -12070,15 +12101,15 @@ unsigned char matmul_f16_aligned_data[] = {
 0x47,0x00,0x04,0x00,0x69,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x69,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x69,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xaf,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xb0,0x02,0x00,0x00,
+0x68,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xae,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xaf,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xb0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xb0,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,
+0xaf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xaf,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb1,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb2,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xb1,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -12089,78 +12120,78 @@ unsigned char matmul_f16_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -12169,8 +12200,8 @@ unsigned char matmul_f16_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -12180,14 +12211,14 @@ unsigned char matmul_f16_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xfd,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -12211,17 +12242,17 @@ unsigned char matmul_f16_aligned_data[] = {
 0x35,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x61,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
@@ -12236,21 +12267,21 @@ unsigned char matmul_f16_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x98,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x98,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x99,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x99,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xbd,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xbc,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xd4,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
@@ -12260,20 +12291,20 @@ unsigned char matmul_f16_aligned_data[] = {
 0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xaf,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb0,0x02,0x00,0x00,
-0xaf,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb1,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xb1,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xae,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xaf,0x02,0x00,0x00,
+0xae,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb0,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xb0,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -12284,171 +12315,171 @@ unsigned char matmul_f16_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
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-0x0f,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
@@ -12456,7 +12487,7 @@ unsigned char matmul_f16_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
@@ -12464,16 +12495,16 @@ unsigned char matmul_f16_aligned_data[] = {
 0x16,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1a,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
@@ -12481,15 +12512,15 @@ unsigned char matmul_f16_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x2c,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
@@ -12497,48 +12528,48 @@ unsigned char matmul_f16_aligned_data[] = {
 0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x38,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x38,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x3f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe7,0x02,0x00,0x00,0x3f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x43,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x43,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0xe8,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x49,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x44,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x51,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x51,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x51,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
 0x52,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x6d,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
+0x71,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
@@ -12546,7 +12577,7 @@ unsigned char matmul_f16_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
@@ -12554,16 +12585,16 @@ unsigned char matmul_f16_aligned_data[] = {
 0x78,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x83,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
@@ -12571,15 +12602,15 @@ unsigned char matmul_f16_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x8b,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
@@ -12587,169 +12618,169 @@ unsigned char matmul_f16_aligned_data[] = {
 0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x95,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x95,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x96,0x01,0x00,0x00,
 0x95,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x9a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe8,0x02,0x00,0x00,0x9a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x43,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x45,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa0,0x01,0x00,0x00,0xec,0x02,0x00,0x00,0x9e,0x01,0x00,0x00,
+0xa0,0x01,0x00,0x00,0xeb,0x02,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0xf0,0x02,0x00,0x00,0xa1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xef,0x02,0x00,0x00,0xa1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x4f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xa8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xab,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xa7,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xab,0x01,0x00,0x00,
 0xa6,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xad,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xa6,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xf6,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf5,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xaf,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x08,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
+0x07,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb7,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x07,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb7,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xbb,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x07,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0xc8,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
+0xcd,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0x07,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xd4,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd5,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0x08,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x07,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd9,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xaf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x07,0x02,0x00,0x00,0xde,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
-0xf7,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf6,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdd,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe1,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x05,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
+0x04,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x05,0x02,0x00,0x00,0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x04,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe9,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf1,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xf1,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x04,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0xf5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf7,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,
 0xf9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x04,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x01,0x02,0x00,0x00,0x63,0x01,0x00,0x00,0x00,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
 0x01,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xd4,0x01,0x00,0x00,
 0x03,0x02,0x00,0x00,0xed,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x03,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x04,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x07,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x09,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x4d,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf7,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x0b,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x0f,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x0b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x11,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x13,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x13,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x17,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x12,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x12,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x12,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x1f,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x1f,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x1b,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x00,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xff,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x23,0x02,0x00,0x00,0x22,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x27,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
 0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x29,0x02,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfb,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x02,0x00,0x00,0x30,0x02,0x00,0x00,0x00,0x03,0x00,0x00,
+0x32,0x02,0x00,0x00,0x30,0x02,0x00,0x00,0xff,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x00,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x2f,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xd4,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x36,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -12766,218 +12797,218 @@ unsigned char matmul_f16_aligned_data[] = {
 0x39,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x42,0x02,0x00,0x00,0x44,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,
-0x00,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xff,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x49,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x11,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x13,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x0c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x09,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa7,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x56,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x5c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x61,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x63,0x02,0x00,0x00,0x62,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x63,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x63,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x69,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x68,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x64,0x02,0x00,0x00,
-0x6c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x71,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x75,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
-0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x77,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xda,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x7d,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
-0x84,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xf5,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
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+0xab,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xad,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xab,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
+0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xd9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xb1,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xcd,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x96,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x98,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_aligned_len = 11200;
 
 unsigned char matmul_f16_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0x39,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
+0x50,0x01,0x00,0x00,0x38,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -13001,15 +13032,15 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x39,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x80,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x82,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x82,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x81,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -13020,78 +13051,78 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -13101,7 +13132,7 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -13111,13 +13142,13 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfb,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xfc,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -13136,17 +13167,17 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x03,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x24,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x25,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x48,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
@@ -13161,21 +13192,21 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x6b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x70,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x90,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x91,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xbd,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -13183,21 +13214,21 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x39,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x7f,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x80,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x87,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x9d,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x38,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x7e,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x7f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0x80,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x9c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -13207,172 +13238,172 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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 0x76,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0xde,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb7,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x75,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbb,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x70,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x70,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x07,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xff,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x0b,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x06,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -13381,7 +13412,7 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x11,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
-0x04,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
@@ -13390,7 +13421,7 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xff,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
@@ -13398,42 +13429,42 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x21,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x26,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb7,0x02,0x00,0x00,0x26,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0x38,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x38,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
 0x39,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x45,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
 0x53,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xff,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
@@ -13442,7 +13473,7 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x06,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -13451,170 +13482,170 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x62,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x6a,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
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-0x3e,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xe6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe9,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xe9,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe9,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
-0xce,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xcd,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,
 0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
 0x17,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x02,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0x01,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,
-0x02,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x02,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x09,0x02,0x00,0x00,0x92,0x01,0x00,0x00,0x08,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
@@ -13628,219 +13659,219 @@ unsigned char matmul_f16_aligned_fp32_data[] = {
 0x0a,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x12,0x02,0x00,0x00,0x14,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0xc8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1f,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x1f,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x78,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa7,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x26,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x2c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x39,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,
-0x38,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x34,0x02,0x00,0x00,
-0x3c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x45,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
-0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x47,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x40,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x49,0x02,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x4d,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x52,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
-0x54,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
-0x2d,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x37,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
+0x38,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x39,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
+0x37,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
+0x3b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
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+0xa8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
+0xab,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0x96,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x9c,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9d,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x66,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xab,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x49,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x46,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_aligned_fp32_len = 10288;
 
 unsigned char matmul_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xda,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x06,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -13864,15 +13895,15 @@ unsigned char matmul_f16_f32_data[] = {
 0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3b,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x82,0x02,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x82,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x82,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x84,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x83,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x84,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -13883,77 +13914,77 @@ unsigned char matmul_f16_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -13962,7 +13993,7 @@ unsigned char matmul_f16_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -13972,19 +14003,19 @@ unsigned char matmul_f16_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xf6,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x03,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x05,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
@@ -13993,20 +14024,20 @@ unsigned char matmul_f16_f32_data[] = {
 0x0c,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x14,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x22,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x23,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
@@ -14014,7 +14045,7 @@ unsigned char matmul_f16_f32_data[] = {
 0x44,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x4e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
@@ -14022,25 +14053,25 @@ unsigned char matmul_f16_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6b,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x90,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xa6,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -14050,20 +14081,20 @@ unsigned char matmul_f16_f32_data[] = {
 0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x82,0x02,0x00,0x00,
-0x81,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x83,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x83,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x80,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
+0x80,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -14073,158 +14104,158 @@ unsigned char matmul_f16_f32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
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+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x02,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x23,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xe6,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf0,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
@@ -14232,59 +14263,59 @@ unsigned char matmul_f16_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbc,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
+0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x15,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x16,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x73,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x74,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x1b,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xba,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xba,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x39,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
@@ -14292,18 +14323,18 @@ unsigned char matmul_f16_f32_data[] = {
 0x41,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0xc1,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x59,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x5c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
@@ -14311,173 +14342,173 @@ unsigned char matmul_f16_f32_data[] = {
 0x3e,0x00,0x03,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0x64,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
 0x69,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x69,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
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 0xe1,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,
 0xe6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe9,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xe9,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe9,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
-0xcf,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xce,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,
 0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
 0x19,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x02,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0x01,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,
-0x02,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x02,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xa6,0x01,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xa6,0x01,0x00,0x00,
 0x09,0x02,0x00,0x00,0x91,0x01,0x00,0x00,0x08,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -14493,220 +14524,220 @@ unsigned char matmul_f16_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x14,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
-0xcf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xce,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xde,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x6f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x29,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x29,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x33,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
+0x33,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x35,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3f,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x41,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xa7,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x43,0x02,0x00,0x00,
-0x44,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x47,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x4b,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x29,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x57,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,
-0xaa,0x02,0x00,0x00,0xc7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
-0x5c,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
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-0xab,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x44,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x43,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x5c,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_f16_f32_len = 10332;
 
 unsigned char matmul_f16_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x13,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x12,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x05,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x74,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x73,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -14736,15 +14767,15 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0x6b,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6b,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x74,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
+0x73,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xbb,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbd,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -14755,78 +14786,78 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
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-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
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+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -14835,8 +14866,8 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -14846,14 +14877,14 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xfd,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -14877,17 +14908,17 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x35,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x61,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
@@ -14906,21 +14937,21 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa3,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa4,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xa4,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xc9,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xdf,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
@@ -14930,20 +14961,20 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xbb,0x02,0x00,0x00,
-0xba,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -14953,179 +14984,179 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
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 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x0b,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x15,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x15,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
@@ -15133,7 +15164,7 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
@@ -15141,16 +15172,16 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x1d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
@@ -15158,7 +15189,7 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
@@ -15166,49 +15197,49 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x32,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,
 0x3f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x43,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x49,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x45,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x49,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x44,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,0x52,0x01,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0xf9,0x02,0x00,0x00,0x52,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x53,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x53,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x6d,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,
-0x75,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,
+0x75,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -15217,8 +15248,8 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x77,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x6b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
@@ -15227,7 +15258,7 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x6d,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
@@ -15236,8 +15267,8 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x86,0x01,0x00,0x00,0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,
-0x8a,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x8a,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -15246,8 +15277,8 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x8c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x6b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,
@@ -15256,7 +15287,7 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x6d,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
@@ -15265,7 +15296,7 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6d,0x01,0x00,0x00,
-0x9f,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x9f,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x55,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
@@ -15273,162 +15304,162 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x0a,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa2,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0xa5,0x01,0x00,0x00,
+0xa7,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,0xa5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x43,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x45,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,0xac,0x01,0x00,0x00,
+0xae,0x01,0x00,0x00,0xf9,0x02,0x00,0x00,0xac,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
 0x5a,0x02,0x00,0x00,0xb3,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb2,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb2,0x01,0x00,0x00,
 0xb3,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb6,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xbb,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xbe,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xbe,0x01,0x00,0x00,0xff,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xba,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,
 0xb9,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xb9,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
-0x12,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x11,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc6,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xc2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0x00,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xff,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
-0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0x00,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xff,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd5,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xd5,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
-0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xda,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
-0xda,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xda,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xdf,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xe0,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x01,0x00,0x00,0x12,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe2,0x01,0x00,0x00,0x11,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xbb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0x00,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xff,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xba,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x12,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x12,0x02,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xec,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xec,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe8,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xec,0x01,0x00,0x00,
 0xe7,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x10,0x02,0x00,0x00,0xef,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
-0x0f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf0,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf4,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
-0x01,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfe,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x01,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
 0x01,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x04,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x04,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
 0x02,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x09,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,
-0x09,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x09,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x0c,0x02,0x00,0x00,0x63,0x01,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xdf,0x01,0x00,0x00,0x0e,0x02,0x00,0x00,0xf8,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x0e,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x10,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,0x01,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,0x00,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x14,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x58,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x58,0x02,0x00,0x00,
 0x17,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x1a,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x1a,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x16,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x1a,0x02,0x00,0x00,
 0x15,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x15,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x15,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
-0x06,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x05,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1e,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x22,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x1e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x08,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
+0x07,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x54,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x26,0x02,0x00,0x00,
 0x27,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2a,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x26,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x32,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x34,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x38,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x09,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xdf,0x01,0x00,0x00,0x42,0x02,0x00,0x00,
 0xca,0x01,0x00,0x00,0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
@@ -15445,218 +15476,218 @@ unsigned char matmul_f16_f32_aligned_data[] = {
 0x32,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x4e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x4d,0x02,0x00,0x00,
 0x4f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x52,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x52,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,
-0x06,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x05,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x17,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x5c,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,
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-0xc2,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xd6,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x6d,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd8,0x02,0x00,0x00,
-0xd7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x9c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,
-0xe3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x6d,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd7,0x02,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_f32_aligned_len = 11360;
 
 unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x51,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x51,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -15680,15 +15711,15 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x51,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x7e,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x7f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -15699,78 +15730,78 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -15780,7 +15811,7 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -15790,13 +15821,13 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfb,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xfc,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -15815,17 +15846,17 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x03,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x24,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x25,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x48,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
@@ -15842,21 +15873,21 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x72,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x8f,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xbb,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -15865,20 +15896,20 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x7e,0x02,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x7c,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x92,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -15888,172 +15919,172 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9f,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
 0xa5,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
 0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xa4,0x02,0x00,0x00,0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x1f,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x06,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x0b,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x04,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
@@ -16061,7 +16092,7 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x06,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xff,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
@@ -16071,55 +16102,55 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x06,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xff,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0a,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x21,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,0x26,0x01,0x00,0x00,
+0x28,0x01,0x00,0x00,0xb4,0x02,0x00,0x00,0x26,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb5,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x39,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbc,0x02,0x00,0x00,0x39,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x53,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x54,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x53,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x53,0x01,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x53,0x01,0x00,0x00,
-0x60,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
@@ -16127,169 +16158,169 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x53,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x66,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x68,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,
 0x6b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
 0x72,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0x79,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbe,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x78,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x7c,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x84,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x86,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x8c,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x8c,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8c,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x87,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x92,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
-0x92,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x98,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x9c,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x9c,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xfd,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xa5,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x81,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xc3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xab,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xab,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xad,0x01,0x00,0x00,
 0xae,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb1,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xb9,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xb9,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,
+0xc6,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xca,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0xca,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xca,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xd0,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xbd,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xae,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xab,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x1b,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdb,0x01,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdf,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xda,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x19,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x19,0x02,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe7,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xe7,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe2,0x01,0x00,0x00,0x17,0x02,0x00,0x00,0xec,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0xcb,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xca,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xeb,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0x15,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
 0xf2,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf7,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,0xff,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
-0x00,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x02,0x00,0x00,0x90,0x01,0x00,0x00,0x06,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
 0x07,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
@@ -16303,218 +16334,218 @@ unsigned char matmul_f16_f32_aligned_fp32_data[] = {
 0x08,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x10,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
-0xcd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcc,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x17,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
-0xc5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x78,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
-0xa5,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x24,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x30,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
-0x37,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x38,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x36,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x32,0x02,0x00,0x00,
-0x3a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
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+0xc2,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x62,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x67,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x66,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x72,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x78,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x7b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
+0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x53,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x46,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_f32_aligned_fp32_len = 10240;
 
 unsigned char matmul_f16_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
-0x51,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x51,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -16538,15 +16569,15 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x51,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x7e,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x7f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -16557,77 +16588,77 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -16636,8 +16667,8 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -16647,17 +16678,17 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf8,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x02,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
@@ -16667,19 +16698,19 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x15,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x22,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x23,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
@@ -16687,7 +16718,7 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x44,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x4e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
@@ -16695,25 +16726,25 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x69,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x69,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6a,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xbb,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
@@ -16721,20 +16752,20 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0xbb,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x7e,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x7e,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
-0x80,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x7c,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -16744,159 +16775,159 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
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+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbd,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xbc,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xb5,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb4,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xb5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0xa5,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xa4,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -16904,17 +16935,17 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x06,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x06,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -16922,42 +16953,42 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x01,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x16,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x73,0x00,0x00,0x00,
-0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x74,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x1c,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0xb5,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb4,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x39,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
@@ -16965,190 +16996,190 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x41,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x59,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x5c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0x64,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x67,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x68,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x6d,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,0x72,0x01,0x00,0x00,
+0x74,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x72,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x76,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x1d,0x02,0x00,0x00,0x79,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x78,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x78,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x7c,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x84,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x80,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x84,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x86,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd4,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x8c,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x87,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc2,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x9b,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
-0xa0,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xa0,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa5,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xa7,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x86,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x88,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xab,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xab,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
 0xae,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xb1,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xb1,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xad,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb1,0x01,0x00,0x00,
 0xac,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd1,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
 0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc3,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
-0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc3,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xc9,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,
 0xc7,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
-0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0xce,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xce,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0xd0,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xd3,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd5,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd5,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xdf,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xdf,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdb,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdf,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xda,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xda,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
+0xca,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
 0x17,0x02,0x00,0x00,0xec,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xeb,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xef,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0x15,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0x15,0x02,0x00,0x00,
 0xf2,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf7,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xf7,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf7,0x01,0x00,0x00,
 0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf2,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,
-0xf9,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xf9,0x01,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xff,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x00,0x02,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
 0x90,0x01,0x00,0x00,0x06,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
@@ -17162,219 +17193,219 @@ unsigned char matmul_f16_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x10,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
-0xcb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbe,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x76,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x25,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x30,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
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+0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
+0x70,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x8a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
-0x91,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
-0x96,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x5c,0x01,0x00,0x00,0x9b,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x68,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x65,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x67,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
-0xa7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x3f,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x5c,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_f16_f32_fp32_len = 10260;
 
 unsigned char matmul_f16_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
-0x51,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x51,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -17398,15 +17429,15 @@ unsigned char matmul_f16_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x51,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x7e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x7e,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x7f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -17417,77 +17448,77 @@ unsigned char matmul_f16_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -17496,8 +17527,8 @@ unsigned char matmul_f16_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -17507,17 +17538,17 @@ unsigned char matmul_f16_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf8,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x02,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
@@ -17527,19 +17558,19 @@ unsigned char matmul_f16_fp32_data[] = {
 0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x15,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x22,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x23,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
@@ -17547,32 +17578,32 @@ unsigned char matmul_f16_fp32_data[] = {
 0x44,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x4e,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x50,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x64,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x64,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x69,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x8e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x9f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xbb,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -17580,21 +17611,21 @@ unsigned char matmul_f16_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x37,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x7d,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x7e,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x9b,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x7c,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x7d,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0x7e,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x9a,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -17604,159 +17635,159 @@ unsigned char matmul_f16_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xa5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb5,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0xa6,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xa5,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -17764,17 +17795,17 @@ unsigned char matmul_f16_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0xba,0x02,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x06,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x06,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -17782,42 +17813,42 @@ unsigned char matmul_f16_fp32_data[] = {
 0x01,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x16,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x73,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x74,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x1c,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb5,0x02,0x00,0x00,0x24,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb7,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa6,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xa5,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x39,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
@@ -17825,18 +17856,18 @@ unsigned char matmul_f16_fp32_data[] = {
 0x41,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,0x58,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x59,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x11,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x02,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
@@ -17844,173 +17875,173 @@ unsigned char matmul_f16_fp32_data[] = {
 0x3e,0x00,0x03,0x00,0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x60,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x63,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x63,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x68,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x6b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0xba,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,
 0x72,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0x79,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbf,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x78,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x7c,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x84,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x86,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x8c,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x8c,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8c,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x87,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x92,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
-0x92,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x98,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x9c,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x9c,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xa5,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x81,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xab,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xab,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xad,0x01,0x00,0x00,
 0xae,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb1,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xb9,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xb9,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,
+0xc6,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xca,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0xca,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xca,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xd0,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xbd,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xae,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0xc5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xab,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x1b,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdb,0x01,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdf,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xda,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x19,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x19,0x02,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe7,0x01,0x00,0x00,0xca,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xe7,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe2,0x01,0x00,0x00,0x17,0x02,0x00,0x00,0xec,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xcb,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xeb,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0x15,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
 0xf2,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf7,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,0xff,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
-0x00,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0xff,0x01,0x00,0x00,
-0xce,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x02,0x00,0x00,0x90,0x01,0x00,0x00,0x06,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
 0x07,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
@@ -18024,218 +18055,218 @@ unsigned char matmul_f16_fp32_data[] = {
 0x08,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x10,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
-0xce,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x17,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x78,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
-0xa6,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa5,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x24,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
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-0x48,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x47,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x5a,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x62,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0x67,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x66,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x72,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x78,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x7b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
+0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x9a,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x46,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f16_fp32_len = 10276;
 
 unsigned char matmul_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xda,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x3b,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
+0x52,0x01,0x00,0x00,0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -18259,15 +18290,15 @@ unsigned char matmul_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x52,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3b,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3a,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x82,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x82,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x81,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x82,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x84,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x84,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x83,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x83,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -18278,77 +18309,77 @@ unsigned char matmul_f32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -18357,8 +18388,8 @@ unsigned char matmul_f32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -18368,18 +18399,18 @@ unsigned char matmul_f32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xf6,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xfa,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x03,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x05,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -18388,20 +18419,20 @@ unsigned char matmul_f32_data[] = {
 0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x15,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x45,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,
@@ -18409,32 +18440,32 @@ unsigned char matmul_f32_data[] = {
 0x04,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x46,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x4f,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x50,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6b,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x90,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xa6,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -18444,20 +18475,20 @@ unsigned char matmul_f32_data[] = {
 0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x82,0x02,0x00,0x00,
-0x81,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x83,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x83,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x80,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
+0x80,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -18467,158 +18498,158 @@ unsigned char matmul_f32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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+0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x02,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x23,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xe6,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
-0xf0,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf0,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
@@ -18626,17 +18657,17 @@ unsigned char matmul_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbc,0x02,0x00,0x00,0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,
+0x12,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
@@ -18645,32 +18676,32 @@ unsigned char matmul_f32_data[] = {
 0x16,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x17,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x73,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x27,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,0x25,0x01,0x00,0x00,
+0x27,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,0x25,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0xba,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb9,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2b,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0xba,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
@@ -18678,9 +18709,9 @@ unsigned char matmul_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x39,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0xa9,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xa8,0x02,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
@@ -18688,17 +18719,17 @@ unsigned char matmul_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
 0x59,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x52,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -18706,173 +18737,173 @@ unsigned char matmul_f32_data[] = {
 0x4e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x60,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x66,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x69,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
-0xba,0x02,0x00,0x00,0x6c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x02,0x00,0x00,0x6c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x29,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,0x70,0x01,0x00,0x00,
+0x72,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x70,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x73,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc0,0x02,0x00,0x00,0x73,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x21,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x21,0x02,0x00,0x00,
 0x7a,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x7d,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x79,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x78,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc6,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x81,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x85,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x87,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x87,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x89,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x89,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x8d,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x95,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x95,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9a,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x9f,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xa6,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x87,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x82,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x82,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xab,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xad,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xc8,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc7,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xaf,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb7,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xbb,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xc3,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc9,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xa6,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd5,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0xd6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd9,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xaf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x1f,0x02,0x00,0x00,0xde,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
-0xc9,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc8,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdd,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe1,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x1d,0x02,0x00,0x00,0xe6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe9,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xee,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf1,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xf1,0x01,0x00,0x00,0xce,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xec,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd0,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf5,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,
 0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,
-0xc9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc8,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xcc,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xff,0x01,0x00,0x00,
 0x01,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
-0x01,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x01,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa6,0x01,0x00,0x00,0x09,0x02,0x00,0x00,0x91,0x01,0x00,0x00,
 0x08,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -18889,218 +18920,218 @@ unsigned char matmul_f32_data[] = {
 0x0b,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x14,0x02,0x00,0x00,0x16,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1b,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
-0xc9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x21,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa8,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x28,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0xa5,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x5e,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x62,0x02,0x00,0x00,
+0x63,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x66,0x02,0x00,0x00,0x61,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x6e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6e,0x02,0x00,0x00,
+0x69,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x76,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x7a,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x63,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f32_len = 10324;
 
 unsigned char matmul_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x18,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x17,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x79,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x71,0x01,0x00,0x00,0x78,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -19130,15 +19161,15 @@ unsigned char matmul_f32_aligned_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x71,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbe,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xc0,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc2,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc1,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -19149,78 +19180,78 @@ unsigned char matmul_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -19230,7 +19261,7 @@ unsigned char matmul_f32_aligned_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -19240,14 +19271,14 @@ unsigned char matmul_f32_aligned_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xfd,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -19271,18 +19302,18 @@ unsigned char matmul_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x45,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x46,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x62,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x62,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x67,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x69,0x01,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -19296,21 +19327,21 @@ unsigned char matmul_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xae,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,
+0xae,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xb1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xcc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,
 0xf9,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xce,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xe4,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -19320,20 +19351,20 @@ unsigned char matmul_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xbf,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xc0,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xc1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x78,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xbe,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xbf,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xc0,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xc6,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -19343,173 +19374,173 @@ unsigned char matmul_f32_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa5,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0xe6,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe5,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xca,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe6,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0xf7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0xeb,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x0c,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
@@ -19517,8 +19548,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -19527,8 +19558,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x19,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,
@@ -19537,8 +19568,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
@@ -19546,8 +19577,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -19556,7 +19587,7 @@ unsigned char matmul_f32_aligned_data[] = {
 0x31,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
@@ -19566,50 +19597,50 @@ unsigned char matmul_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0x47,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x4b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x56,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x56,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0xff,0x02,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5b,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x5b,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -19618,8 +19649,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x7c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x71,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
 0x82,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,
@@ -19628,7 +19659,7 @@ unsigned char matmul_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
@@ -19637,8 +19668,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x8b,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0x8f,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x5d,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x8f,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x90,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -19647,8 +19678,8 @@ unsigned char matmul_f32_aligned_data[] = {
 0x91,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x94,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x71,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,
@@ -19657,7 +19688,7 @@ unsigned char matmul_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x07,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
@@ -19666,7 +19697,7 @@ unsigned char matmul_f32_aligned_data[] = {
 0xa0,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x07,0x01,0x00,0x00,
-0xa4,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xa4,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
@@ -19674,162 +19705,162 @@ unsigned char matmul_f32_aligned_data[] = {
 0x0b,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa7,0x01,0x00,0x00,
 0xa6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xac,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,0xaa,0x01,0x00,0x00,
+0xac,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0xaa,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4d,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,
 0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb3,0x01,0x00,0x00,0xff,0x02,0x00,0x00,0xb1,0x01,0x00,0x00,
+0xb3,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x01,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x00,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x5f,0x02,0x00,0x00,0xb8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb7,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x00,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb7,0x01,0x00,0x00,
 0xb8,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xbb,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x05,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
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 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x37,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x39,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x39,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x39,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x39,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x3c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3f,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x3f,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x02,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x46,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x46,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xe4,0x01,0x00,0x00,0x47,0x02,0x00,0x00,
 0xcf,0x01,0x00,0x00,0x46,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x47,0x02,0x00,0x00,
@@ -19846,217 +19877,217 @@ unsigned char matmul_f32_aligned_data[] = {
 0x32,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0x53,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x52,0x02,0x00,0x00,
 0x54,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x57,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x57,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x31,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x33,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,
-0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x01,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x00,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x66,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x66,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x96,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0x73,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x74,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x82,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x85,0x02,0x00,0x00,
-0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x80,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x89,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x8d,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
-0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
-0x91,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0x48,0x00,0x00,0x00,
+0x72,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7b,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x73,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x84,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x88,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x8c,0x02,0x00,0x00,0x87,0x02,0x00,0x00,
+0x88,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x93,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x9c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0xeb,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa1,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa5,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
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 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f32_aligned_len = 11432;
 
 unsigned char matmul_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xcf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xce,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
-0x45,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x30,0x02,0x00,0x00,
-0x79,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x45,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -20080,15 +20111,15 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x49,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x4b,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x30,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2f,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x76,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x77,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x77,0x02,0x00,0x00,
+0x75,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x76,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x76,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x77,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x76,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -20099,79 +20130,79 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -20180,7 +20211,7 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -20190,14 +20221,14 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xfb,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,
@@ -20214,17 +20245,17 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x17,0x01,0x00,0x00,0x03,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -20239,21 +20270,21 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x62,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x62,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x63,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x63,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x87,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x86,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x88,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x87,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xb4,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
@@ -20261,20 +20292,20 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0xb4,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x28,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x76,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x77,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x78,0x02,0x00,0x00,
-0x79,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xc6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x27,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x75,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x76,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x77,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x77,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -20284,178 +20315,178 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
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 0x09,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x05,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x05,0x01,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x05,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x13,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
@@ -20463,47 +20494,47 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x05,0x01,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0xae,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0xad,0x02,0x00,0x00,
 0x21,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x25,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x25,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x2b,0x01,0x00,0x00,0xaf,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0xae,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x26,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
+0x30,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,0x34,0x01,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,0x34,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
-0x35,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x35,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x05,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0x40,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x05,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
 0x53,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0x55,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
@@ -20511,7 +20542,7 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x05,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
@@ -20519,168 +20550,168 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x05,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0xaf,0x02,0x00,0x00,0x64,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0x64,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x25,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0xb2,0x02,0x00,0x00,0x68,0x01,0x00,0x00,
+0x6a,0x01,0x00,0x00,0xb1,0x02,0x00,0x00,0x68,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb5,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6f,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x16,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x16,0x02,0x00,0x00,
 0x72,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0xb7,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x71,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x75,0x01,0x00,0x00,
 0x70,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x70,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x70,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x79,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x81,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x81,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x85,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x97,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0x97,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0xce,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xa2,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa4,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x79,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0xbd,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbc,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xa6,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xaa,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
 0xa6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xac,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
+0xca,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xae,0x01,0x00,0x00,
 0xad,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb2,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xba,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xba,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,
 0xbe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0xc2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xc5,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc5,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x08,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcc,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,
-0xcb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd0,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd2,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xa6,0x01,0x00,0x00,0x14,0x02,0x00,0x00,0xd5,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
-0xbe,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbd,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd4,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xd8,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xd4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xda,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xda,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
 0x12,0x02,0x00,0x00,0xdd,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdc,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdc,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe0,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x10,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x10,0x02,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe8,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xe8,0x01,0x00,0x00,0xc3,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe8,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xea,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x0e,0x02,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc5,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xec,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,
-0xbe,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xbd,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
-0xf8,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xf8,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x89,0x01,0x00,0x00,
 0xff,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x01,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -20694,217 +20725,3752 @@ unsigned char matmul_f32_aligned_fp32_data[] = {
 0x32,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x09,0x02,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x0e,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xea,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x01,0x00,0x00,
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+0x95,0x02,0x00,0x00,0x60,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5f,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x63,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x6b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x69,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x71,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6c,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x6c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc2,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x75,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x73,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
-0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x54,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x7e,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x80,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x80,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x82,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x88,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x8b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x8c,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0x92,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,
-0x94,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0x86,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x94,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
-0x9f,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x36,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,
+0x70,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,
+0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x5e,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x74,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x72,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0x74,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,
+0x93,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x93,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x57,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x35,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f32_aligned_fp32_len = 10124;
 
+unsigned char matmul_f32_f16_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x8e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x11,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t matmul_f32_f16_len = 10332;
+
+unsigned char matmul_f32_f16_aligned_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x12,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
+0x73,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xbc,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x03,0x01,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x05,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x44,0x01,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x70,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x71,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x71,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x71,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x71,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x73,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x73,0x01,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x73,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xbc,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
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+0x97,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x07,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd7,0x02,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t matmul_f32_f16_aligned_len = 11360;
+
+unsigned char matmul_f32_f16_aligned_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
+0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
+0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x01,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x01,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x01,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x03,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1e,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4a,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4b,0x01,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4d,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x7d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x7f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
+0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
+0x24,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
+0xa8,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x35,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
+0x36,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
+0x35,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
+0x39,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3e,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x42,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
+0x3e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x46,0x02,0x00,0x00,
+0x47,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x4a,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x46,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x51,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xc5,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
+0x2b,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x62,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x67,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x66,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x72,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x78,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x7b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
+0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x46,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t matmul_f32_f16_aligned_fp32_len = 10240;
+
+unsigned char matmul_f32_f16_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
+0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
+0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x50,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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+0x7a,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x8a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x10,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t matmul_f32_f16_fp32_len = 10260;
+
 unsigned char matmul_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x34,0x02,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0x44,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x33,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -20928,15 +24494,15 @@ unsigned char matmul_f32_fp32_data[] = {
 0x4d,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x4f,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x34,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x33,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x7a,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7b,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7a,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x7a,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -20947,77 +24513,77 @@ unsigned char matmul_f32_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -21027,7 +24593,7 @@ unsigned char matmul_f32_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -21037,18 +24603,18 @@ unsigned char matmul_f32_fp32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xf8,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xf9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x02,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x02,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x03,0x01,0x00,0x00,
 0x02,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x04,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -21057,18 +24623,18 @@ unsigned char matmul_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x42,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -21076,32 +24642,32 @@ unsigned char matmul_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x43,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x4c,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x4e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4e,0x01,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x66,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x66,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x67,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x8c,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xb8,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
@@ -21109,20 +24675,20 @@ unsigned char matmul_f32_fp32_data[] = {
 0xb8,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xca,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2c,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x7a,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xca,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2b,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x79,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x7a,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -21132,159 +24698,159 @@ unsigned char matmul_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
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 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xa1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x71,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xb2,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb1,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xb2,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0xb1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0xa2,0x02,0x00,0x00,0x6e,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xa1,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -21292,49 +24858,49 @@ unsigned char matmul_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x15,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0xb6,0x02,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x14,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x15,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x01,0x00,0x00,0x73,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
+0x18,0x01,0x00,0x00,0x74,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x1d,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x1d,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0xb2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0xb1,0x02,0x00,0x00,
 0x22,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x26,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x29,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x2c,0x01,0x00,0x00,0xb3,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x2c,0x01,0x00,0x00,0xb2,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x28,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x27,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0xb3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x12,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0xb2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
@@ -21342,9 +24908,9 @@ unsigned char matmul_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x36,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x01,0x00,0x00,0xa2,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x3a,0x01,0x00,0x00,0xa1,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3a,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x37,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
@@ -21352,190 +24918,190 @@ unsigned char matmul_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0x47,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0xba,0x02,0x00,0x00,0x56,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xb9,0x02,0x00,0x00,0x56,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x13,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x5c,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
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 0xaa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x18,0x02,0x00,0x00,0xd9,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
-0xc2,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc1,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd8,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdc,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
 0x16,0x02,0x00,0x00,0xe1,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe0,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe0,0x01,0x00,0x00,
 0xe1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe4,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0x14,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0x14,0x02,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xec,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xec,0x01,0x00,0x00,0xc7,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe8,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xec,0x01,0x00,0x00,
 0xe7,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x12,0x02,0x00,0x00,0xef,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf0,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf4,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,
-0xc2,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc1,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xf8,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc5,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
+0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
-0xfc,0x01,0x00,0x00,0xca,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xfc,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x03,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x05,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -21549,171 +25115,171 @@ unsigned char matmul_f32_fp32_data[] = {
 0x32,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x0d,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x18,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x75,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x1c,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x21,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x28,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x35,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x35,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x37,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x3a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3a,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
-0x3d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x40,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x3c,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x40,0x02,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x3b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x44,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x48,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
-0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0x4d,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x48,0x00,0x00,0x00,
+0x2d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
+0x34,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0x35,0x02,0x00,0x00,
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+0x17,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x87,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
+0x8b,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,
+0x97,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x97,0x02,0x00,0x00,
+0x96,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3b,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_f32_fp32_len = 10208;
 
 unsigned char matmul_q2_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x4f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x4e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -21721,47 +25287,47 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x81,0x02,0x00,0x00,
-0xca,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
+0x8b,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x80,0x02,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -21793,15 +25359,15 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x96,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x96,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc7,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc6,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xc8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xc8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xc7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xc8,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xca,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xca,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc9,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -21812,77 +25378,77 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -21891,8 +25457,8 @@ unsigned char matmul_q2_k_f32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -21902,9 +25468,9 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -21933,9 +25499,9 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x03,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x56,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x57,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
@@ -21944,15 +25510,15 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x04,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x89,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
@@ -21960,7 +25526,7 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x04,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x8a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x93,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x95,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -21968,27 +25534,27 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x96,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xa1,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xb0,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xb2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb5,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xd5,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xd6,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xd5,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xec,0x01,0x00,0x00,
+0xe6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xec,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -21997,21 +25563,21 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x03,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x15,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x44,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x79,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xc7,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xc9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x02,0x00,0x00,
-0xca,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x13,0x01,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x15,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x44,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x78,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xc6,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xc7,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xc8,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x02,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x13,0x01,0x00,0x00,0x4d,0x03,0x00,0x00,
 0x47,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -22022,158 +25588,158 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xc9,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x07,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x06,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb8,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x83,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0xf3,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf2,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0x6b,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -22195,27 +25761,27 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x10,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
+0x29,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x29,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
 0x13,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x33,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
@@ -22229,7 +25795,7 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x12,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x13,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x4d,0x03,0x00,0x00,
 0x70,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x33,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
@@ -22249,29 +25815,29 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x5d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x5e,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
 0x53,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x03,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
 0x69,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
 0x70,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x04,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x6f,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x73,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,
-0x77,0x01,0x00,0x00,0x04,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x12,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
@@ -22279,9 +25845,9 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7c,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x81,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x81,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x81,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
@@ -22289,17 +25855,17 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x84,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
+0x8e,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x0a,0x03,0x00,0x00,0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x01,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x01,0x00,0x00,
+0xa2,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xa3,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
@@ -22308,172 +25874,172 @@ unsigned char matmul_q2_k_f32_data[] = {
 0xa5,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x86,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xad,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xad,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0x8b,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xaf,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x86,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x70,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x04,0x03,0x00,0x00,0xb2,0x01,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0xb2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6f,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x06,0x03,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0x0b,0x03,0x00,0x00,0xb9,0x01,0x00,0x00,
+0xbb,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x67,0x02,0x00,0x00,0xc0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x0d,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xcb,0x01,0x00,0x00,0x11,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xcb,0x01,0x00,0x00,0x10,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xcb,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
-0x23,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x22,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xcf,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xd3,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xce,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x11,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x10,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x23,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdd,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x22,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdd,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,
-0x11,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x10,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xdf,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xe2,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xe0,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
-0x23,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x22,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,
-0xe7,0x01,0x00,0x00,0x0d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xe7,0x01,0x00,0x00,0x0c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5d,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
 0xdb,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xed,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x01,0x00,0x00,0x23,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xef,0x01,0x00,0x00,0x22,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x11,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x10,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x1f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x12,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x11,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x20,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x1f,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfd,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x01,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x11,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
-0x20,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0b,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0x0d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x11,0x03,0x00,0x00,0x0d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x11,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
-0x20,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
-0x16,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5d,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x18,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x19,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xec,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x1b,0x02,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0x20,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0x1f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x65,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x65,0x02,0x00,0x00,
 0x24,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x27,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x27,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x23,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x27,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x16,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x22,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x17,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x16,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2b,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2f,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x31,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x31,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x19,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
+0x18,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x61,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x33,0x02,0x00,0x00,
 0x34,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x32,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3f,0x02,0x00,0x00,0x1b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x3f,0x02,0x00,0x00,0x1a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x3b,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x3f,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
-0x41,0x02,0x00,0x00,0x19,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x41,0x02,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0x44,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x02,0x00,0x00,0x17,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x47,0x02,0x00,0x00,0x16,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
 0x45,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4e,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x1a,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xec,0x01,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xd7,0x01,0x00,0x00,0x4e,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x50,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
@@ -22490,171 +26056,171 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x32,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x5b,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x5a,0x02,0x00,0x00,
 0x5c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x1b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x1a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x34,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x34,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x33,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,
-0x17,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x16,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x29,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x65,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x69,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x6e,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x75,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
-0x82,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
-0x8a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x8d,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x89,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8d,0x02,0x00,0x00,
-0x88,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x88,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x91,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x95,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
-0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x99,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
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-0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc1,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xc5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xa4,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xde,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xdc,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xe2,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x01,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xd6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xe4,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x91,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
+0xf3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q2_k_f32_len = 11240;
 
 unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x68,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x67,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -22662,47 +26228,47 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0xa2,0x02,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -22737,15 +26303,15 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x95,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x95,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa2,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe8,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa1,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe7,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xe9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xe9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xe8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xe9,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xeb,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xeb,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xea,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xea,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -22756,78 +26322,78 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -22837,7 +26403,7 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -22847,10 +26413,10 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x40,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
@@ -22877,9 +26443,9 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x03,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x56,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x57,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
@@ -22888,17 +26454,17 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x04,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
@@ -22922,21 +26488,21 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xda,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
+0xda,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xf7,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x23,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -22946,21 +26512,21 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0xa2,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xe8,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xe9,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xea,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xea,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
-0x13,0x01,0x00,0x00,0x67,0x03,0x00,0x00,0x47,0x01,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xe7,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xe8,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xe9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xe9,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
+0x13,0x01,0x00,0x00,0x66,0x03,0x00,0x00,0x47,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -22971,158 +26537,158 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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 0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0x13,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
+0x12,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x14,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x13,0x03,0x00,0x00,0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x8a,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x14,0x03,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
+0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x28,0x03,0x00,0x00,0xec,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
@@ -23137,34 +26703,34 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x08,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x28,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x01,0x00,0x00,
-0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
@@ -23178,7 +26744,7 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x12,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x13,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x46,0x01,0x00,0x00,0x67,0x03,0x00,0x00,0x70,0x00,0x04,0x00,
+0x46,0x01,0x00,0x00,0x66,0x03,0x00,0x00,0x70,0x00,0x04,0x00,
 0x33,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x8e,0x00,0x05,0x00,0x33,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
@@ -23198,50 +26764,50 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x5e,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x5e,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5d,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x64,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x24,0x03,0x00,0x00,0x69,0x01,0x00,0x00,
+0x6b,0x01,0x00,0x00,0x23,0x03,0x00,0x00,0x69,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x25,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x24,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x73,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x2c,0x03,0x00,0x00,0x7c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x2b,0x03,0x00,0x00,0x7c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x85,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,
-0x98,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x98,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x9a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5d,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x9b,0x01,0x00,0x00,
 0x9a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x9d,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
@@ -23250,7 +26816,7 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x97,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
@@ -23259,8 +26825,8 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xa9,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,
-0xad,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0xad,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
 0xad,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -23269,8 +26835,8 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xaf,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
@@ -23279,8 +26845,8 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x97,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
@@ -23288,7 +26854,7 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0xc2,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,
-0xc5,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xc5,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
@@ -23298,7 +26864,7 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xc7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x97,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x95,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x95,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
@@ -23306,162 +26872,162 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0xd0,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd0,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,
-0x25,0x03,0x00,0x00,0xd3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x24,0x03,0x00,0x00,0xd3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6f,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xd6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x01,0x00,0x00,0x28,0x03,0x00,0x00,0xd7,0x01,0x00,0x00,
+0xd9,0x01,0x00,0x00,0x27,0x03,0x00,0x00,0xd7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
-0x2c,0x03,0x00,0x00,0xda,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2b,0x03,0x00,0x00,0xda,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x88,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x88,0x02,0x00,0x00,
 0xe1,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe4,0x01,0x00,0x00,0x2e,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xe4,0x01,0x00,0x00,0x2d,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe0,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe4,0x01,0x00,0x00,
 0xdf,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x01,0x00,0x00,0x12,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0x32,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x31,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xe8,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xec,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xe8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x44,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
+0x43,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x10,0x02,0x00,0x00,0xef,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x44,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x43,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,
 0xef,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf4,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0xf0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0x32,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x44,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0x31,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x43,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x01,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,0x00,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x44,0x03,0x00,0x00,
+0x06,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x43,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
 0x06,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
-0x2e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
+0x2d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x58,0x01,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0xf8,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x0e,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
-0x44,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x43,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0x32,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x40,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
-0x33,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x32,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x16,0x02,0x00,0x00,0x17,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1a,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x15,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x41,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
+0x40,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x3e,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x41,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1e,0x02,0x00,0x00,
 0x1d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x22,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x41,0x03,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
 0x2e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x30,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x30,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x41,0x03,0x00,0x00,
+0x35,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
 0x35,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
-0x2e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
+0x2d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x8d,0x01,0x00,0x00,0x39,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x02,0x00,0x00,
 0x3c,0x02,0x00,0x00,0x26,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x3c,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
-0x41,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x40,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x17,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x40,0x02,0x00,0x00,0x33,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x32,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
-0x34,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x33,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x44,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x48,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x38,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x37,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
 0x84,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x38,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x37,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,
 0x4d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x50,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
 0x55,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x58,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0x39,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x54,0x02,0x00,0x00,0x55,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x58,0x02,0x00,0x00,
 0x53,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x53,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x53,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
-0x3c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x5c,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x60,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,
-0x34,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x33,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
-0x3a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x39,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x66,0x02,0x00,0x00,0x64,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
-0x38,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x37,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
 0x68,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x6b,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x3b,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x68,0x02,0x00,0x00,0x3c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x68,0x02,0x00,0x00,0x3b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0d,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0xf8,0x01,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x71,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -23478,219 +27044,219 @@ unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x72,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,
-0x3c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x55,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x82,0x02,0x00,0x00,0x39,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x54,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x38,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x37,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
-0x34,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x33,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0x2e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x88,0x02,0x00,0x00,0x2d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
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-0x03,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
-0xca,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x04,0x03,0x00,0x00,
-0x41,0x00,0x06,0x00,0x97,0x01,0x00,0x00,0x06,0x03,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x06,0x03,0x00,0x00,0x05,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd0,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x18,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x16,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x15,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0xc5,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc7,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x17,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,
+0x09,0x03,0x00,0x00,0xca,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x17,0x03,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc9,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xcd,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcf,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x19,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xd1,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd5,0x02,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xdd,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xdb,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x17,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdd,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xe6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x17,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xf0,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf2,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x14,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfd,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0x15,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xff,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0x00,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0xca,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x03,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0x97,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xea,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x05,0x03,0x00,0x00,0x04,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x17,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x15,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q2_k_f32_aligned_len = 11800;
 
 unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x3f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x3e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
-0x79,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x78,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -23721,15 +27287,15 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x91,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x93,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbf,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc0,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xbf,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xc0,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -23740,79 +27306,79 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -23821,7 +27387,7 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -23831,10 +27397,10 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -23863,9 +27429,9 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x40,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x03,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x57,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -23874,17 +27440,17 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x67,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x8a,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
@@ -23901,21 +27467,21 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xb1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcf,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xcf,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xd1,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xfd,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -23924,21 +27490,21 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc0,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xc1,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xc0,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x48,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x48,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -23948,159 +27514,159 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa8,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0xea,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xb6,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0xde,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xfa,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0xff,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfe,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -24122,27 +27688,27 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x23,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x0a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x23,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x29,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x50,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x23,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x38,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
-0x20,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x1b,0x01,0x00,0x00,
+0x20,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x1b,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x34,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
@@ -24156,7 +27722,7 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0xc2,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x70,0x00,0x04,0x00,0x34,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x70,0x00,0x04,0x00,0x34,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
 0x34,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
@@ -24174,54 +27740,54 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x5d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x5e,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5d,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x63,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0x68,0x01,0x00,0x00,
+0x6a,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,0x68,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0xfc,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xfb,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x72,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x03,0x03,0x00,0x00,0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x02,0x03,0x00,0x00,0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x86,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x95,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x96,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x95,0x01,0x00,0x00,
-0x9c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x95,0x01,0x00,0x00,
+0x9c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x95,0x01,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xa2,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,
@@ -24229,169 +27795,169 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x95,0x01,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xaa,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xad,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x6c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xff,0x02,0x00,0x00,0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x03,0x03,0x00,0x00,
+0xfe,0x02,0x00,0x00,0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x5f,0x02,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
-0x05,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x04,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xba,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x09,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
+0x08,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc6,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc8,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xc9,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xce,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xce,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xca,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xce,0x01,0x00,0x00,
 0xc9,0x01,0x00,0x00,0xca,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc9,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xd4,0x01,0x00,0x00,0x08,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0xd4,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xda,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0xd4,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x01,0x00,0x00,0x08,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xde,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
-0xde,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0xde,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0xe1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xe4,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x04,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xe7,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
-0x09,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
+0x09,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
 0x19,0x02,0x00,0x00,0xf0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xef,0x01,0x00,0x00,
 0xf0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf3,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x18,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0x17,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0x17,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xfb,0x01,0x00,0x00,0x18,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xfb,0x01,0x00,0x00,0x17,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf7,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xfb,0x01,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x01,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
-0x01,0x02,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x01,0x02,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x07,0x02,0x00,0x00,
+0x08,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x07,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0x08,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x0c,0x02,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x0c,0x02,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0x12,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5d,0x01,0x00,0x00,0x13,0x02,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x12,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0xff,0x01,0x00,0x00,0x03,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x15,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0x17,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
 0x5d,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1d,0x02,0x00,0x00,
 0x1e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x21,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x29,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x29,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x25,0x02,0x00,0x00,0x26,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x29,0x02,0x00,0x00,
 0x24,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x24,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x11,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x10,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2d,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x31,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x33,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x33,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x13,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
+0x12,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x57,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x35,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x35,0x02,0x00,0x00,
 0x34,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x39,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0x35,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x34,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x42,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x42,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x42,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
-0x13,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x12,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x49,0x02,0x00,0x00,0xd2,0x01,0x00,0x00,0x48,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
@@ -24405,219 +27971,219 @@ unsigned char matmul_q2_k_f32_aligned_fp32_data[] = {
 0x4a,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0x53,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x52,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
-0x13,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x12,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x33,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x35,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x02,0x00,0x00,0x11,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x59,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x26,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
-0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x04,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xba,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
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-0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
-0xca,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x95,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbe,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
-0xef,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x8a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe3,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x89,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x9c,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xee,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa0,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xa4,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xa8,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xac,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xaf,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xb4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xb2,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xee,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xba,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb4,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0xbb,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xbd,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xee,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
+0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
+0xd6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd9,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x95,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xdc,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xee,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q2_k_f32_aligned_fp32_len = 11068;
 
 unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x48,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x47,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
-0x7a,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x79,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -24648,15 +28214,15 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x92,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x94,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x94,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc0,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc1,0x02,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc0,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xc1,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc3,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc3,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xc0,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -24667,77 +28233,77 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -24747,7 +28313,7 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -24757,10 +28323,10 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x40,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
@@ -24789,9 +28355,9 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x03,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x56,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x57,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x57,0x01,0x00,0x00,
@@ -24799,50 +28365,50 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x5c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x85,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x85,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x86,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x87,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x88,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x88,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x91,0x01,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x91,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x92,0x01,0x00,0x00,
 0x91,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x93,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x9f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xa7,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xad,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xae,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xd1,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xd2,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xe2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfe,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -24850,21 +28416,21 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xc0,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xc1,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xc2,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
-0x13,0x01,0x00,0x00,0x47,0x03,0x00,0x00,0x47,0x01,0x00,0x00,
+0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xbf,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xc0,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xc1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
+0x13,0x01,0x00,0x00,0x46,0x03,0x00,0x00,0x47,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -24875,158 +28441,158 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xec,0x02,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x62,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -25048,27 +28614,27 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x28,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x01,0x00,0x00,
-0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
@@ -25082,7 +28648,7 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x12,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x13,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x46,0x01,0x00,0x00,0x47,0x03,0x00,0x00,0x70,0x00,0x04,0x00,
+0x46,0x01,0x00,0x00,0x46,0x03,0x00,0x00,0x70,0x00,0x04,0x00,
 0x33,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x8e,0x00,0x05,0x00,0x33,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
@@ -25101,27 +28667,27 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x58,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x5d,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x5c,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
 0x67,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6b,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x71,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x6d,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x75,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x12,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
@@ -25129,9 +28695,9 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7a,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0xec,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0xeb,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
@@ -25139,190 +28705,190 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x82,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x83,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x8c,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x04,0x03,0x00,0x00,0x9b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x03,0x03,0x00,0x00,0x9b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x9f,0x01,0x00,0x00,
-0xa0,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x9f,0x01,0x00,0x00,
+0xa0,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5c,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa2,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xa8,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x5c,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xab,0x01,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x84,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0xfd,0x02,0x00,0x00,0xae,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfc,0x02,0x00,0x00,0xae,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0xb2,0x01,0x00,0x00,
+0xb4,0x01,0x00,0x00,0xff,0x02,0x00,0x00,0xb2,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
-0x04,0x03,0x00,0x00,0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x03,0x03,0x00,0x00,0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x60,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x60,0x02,0x00,0x00,
 0xbc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0x06,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x05,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xbb,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xba,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x09,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
+0x1b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xea,0x01,0x00,0x00,0xca,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xcb,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xcb,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xcf,0x01,0x00,0x00,0xca,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,
+0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xe1,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
-0x06,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5c,0x01,0x00,0x00,
+0x05,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5c,0x01,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xe8,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
-0x1c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x1b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xec,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xc3,0x01,0x00,0x00,0x1a,0x02,0x00,0x00,0xf1,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
-0x0b,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0a,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf0,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf4,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x19,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
+0x18,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
 0x18,0x02,0x00,0x00,0xf7,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,0x19,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,0x18,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf8,0x01,0x00,0x00,
 0xf7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xfc,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,0xf8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0x08,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
-0x06,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5c,0x01,0x00,0x00,
+0x05,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x5c,0x01,0x00,0x00,
 0x14,0x02,0x00,0x00,0x89,0x01,0x00,0x00,0x13,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x04,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x16,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
-0x19,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x18,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1a,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf0,0x01,0x00,0x00,0x5e,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0b,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1e,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x22,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x1e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x10,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x5c,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x26,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x26,0x02,0x00,0x00,
 0x27,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2a,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x26,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x32,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x11,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x34,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x34,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x35,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x14,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x13,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x36,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x3a,0x02,0x00,0x00,0x35,0x02,0x00,0x00,
 0x36,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x35,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x0b,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x40,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x10,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x0f,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
 0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x45,0x02,0x00,0x00,0x43,0x02,0x00,0x00,0x14,0x03,0x00,0x00,
+0x45,0x02,0x00,0x00,0x43,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
-0x42,0x02,0x00,0x00,0x14,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x42,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0xd3,0x01,0x00,0x00,
 0x49,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -25336,171 +28902,171 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x32,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
 0x54,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x53,0x02,0x00,0x00,
 0x55,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x02,0x00,0x00,0x14,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x34,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x36,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
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+0xc1,0x00,0x00,0x00,0xad,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa9,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xad,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
-0xbb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc1,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x9e,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
-0xca,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
-0xd6,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
-0xdc,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x9f,0x01,0x00,0x00,
-0xde,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xde,0x02,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbf,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xbf,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,
-0xf2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x88,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x83,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0xed,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc1,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x9f,0x01,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,
+0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q2_k_f32_fp32_len = 11120;
 
 unsigned char matmul_q3_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xa8,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xa7,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -25509,47 +29075,47 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,
-0x16,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x16,0x02,0x00,0x00,0x00,0x03,0x00,0x00,0x49,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -25584,15 +29150,15 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x47,0x00,0x04,0x00,0x16,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x16,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x01,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x47,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x48,0x03,0x00,0x00,
+0x00,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x46,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x47,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x48,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x48,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4a,0x03,0x00,0x00,
+0x47,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x47,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4a,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x49,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -25603,77 +29169,77 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -25682,7 +29248,7 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -25692,10 +29258,10 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -25721,14 +29287,14 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x3b,0x00,0x04,0x00,0x39,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x3e,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x9c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xa8,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,
@@ -25736,51 +29302,51 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xc5,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xe6,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x07,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x07,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x08,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x07,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,0x09,0x02,0x00,0x00,
 0x35,0x01,0x00,0x00,0x08,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0a,0x02,0x00,0x00,0x04,0x00,0x00,0x00,0x09,0x02,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x0a,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x13,0x02,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x13,0x02,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x14,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x15,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x21,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x2e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x51,0x00,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x30,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x31,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x35,0x01,0x00,0x00,
 0x54,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x56,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x6c,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x82,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -25790,20 +29356,20 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x47,0x03,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x48,0x03,0x00,0x00,
-0x47,0x03,0x00,0x00,0x20,0x00,0x04,0x00,0x49,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x49,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x46,0x03,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x47,0x03,0x00,0x00,
+0x46,0x03,0x00,0x00,0x20,0x00,0x04,0x00,0x48,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x47,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x48,0x03,0x00,0x00,0x49,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x5b,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -25813,158 +29379,158 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x69,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x6d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x6e,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0x6d,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x87,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x86,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x83,0x03,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x82,0x03,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x03,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x6e,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xe9,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x83,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x82,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -25988,7 +29554,7 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
@@ -25997,29 +29563,29 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2e,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x18,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0x41,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0x41,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x44,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x50,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
@@ -26028,29 +29594,29 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x52,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x69,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x18,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x5b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
-0x85,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x69,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
@@ -26061,100 +29627,100 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x71,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x7d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x7d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
+0x86,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x86,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
-0x88,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x88,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
+0x8e,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
-0x90,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x90,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
-0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
+0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,0xa5,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,0xa4,0x03,0x00,0x00,
 0x81,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x82,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x13,0x00,0x00,0x00,0xa6,0x03,0x00,0x00,0x68,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0xa5,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa5,0x03,0x00,0x00,0x68,0x01,0x00,0x00,
+0x54,0x01,0x00,0x00,0xa4,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,
-0xa7,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0xa6,0x03,0x00,0x00,0x55,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x27,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0xa7,0x03,0x00,0x00,
+0x2f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,
+0xa6,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
+0xa5,0x03,0x00,0x00,0x55,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
+0x27,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0xa6,0x03,0x00,0x00,
 0x41,0x00,0x07,0x00,0x9c,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x99,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x99,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
-0xb3,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
+0xb3,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
 0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
-0xb5,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xb5,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
 0xbc,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,
-0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,
+0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
@@ -26164,34 +29730,34 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xc6,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc6,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xcd,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0xcd,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0xd0,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
-0xd0,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xd0,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0x96,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
+0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0xd4,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x0a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0xd8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xdb,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,
-0xdf,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,
+0xdf,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0xe0,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xe0,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
@@ -26202,22 +29768,22 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x3e,0x00,0x03,0x00,0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x01,0x00,0x00,0x7f,0x03,0x00,0x00,0xe9,0x01,0x00,0x00,
+0xeb,0x01,0x00,0x00,0x7e,0x03,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x80,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0xf0,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
-0x80,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7f,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xef,0x01,0x00,0x00,0xf0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
 0xef,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,
-0x80,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xfa,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x7f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xfa,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0xfc,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
@@ -26225,9 +29791,9 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0xfc,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,
 0xfe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfd,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x6f,0x03,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6e,0x03,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0x03,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,
@@ -26235,17 +29801,17 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x10,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,0x87,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,0x86,0x03,0x00,0x00,
 0x1d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x20,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x20,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x21,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
-0x16,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
+0x16,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x23,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x24,0x02,0x00,0x00,0x23,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -26253,173 +29819,173 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x12,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x25,0x02,0x00,0x00,
 0x24,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x80,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x7f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,
-0x2b,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x2b,0x02,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc5,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x2f,0x02,0x00,0x00,
 0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x06,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0x80,0x03,0x00,0x00,0x32,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x03,0x00,0x00,0x32,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x35,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x83,0x03,0x00,0x00,0x36,0x02,0x00,0x00,
+0x38,0x02,0x00,0x00,0x82,0x03,0x00,0x00,0x36,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x87,0x03,0x00,0x00,0x39,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x86,0x03,0x00,0x00,0x39,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x89,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xe7,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x88,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0xe7,0x02,0x00,0x00,
 0x40,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x89,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x43,0x02,0x00,0x00,0x88,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x3f,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x43,0x02,0x00,0x00,
 0x3e,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3e,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x8d,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8c,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x47,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x4b,0x02,0x00,0x00,0x46,0x02,0x00,0x00,
 0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
+0x9e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x9f,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x9e,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
 0x4e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x53,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x9f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x9e,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x60,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x9f,0x03,0x00,0x00,
+0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x9e,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
 0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
-0x89,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
+0x88,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
 0x6a,0x02,0x00,0x00,0xaa,0x01,0x00,0x00,0x69,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x6a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x6c,0x02,0x00,0x00,
 0x6d,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x6d,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x9f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x48,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x47,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x47,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x8e,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8d,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x79,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
 0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
+0x9b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
 0x9d,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x9c,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
 0x7c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x81,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x9c,0x03,0x00,0x00,
+0x89,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
 0x8d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
 0x91,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x9c,0x03,0x00,0x00,
+0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
-0x89,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
+0x88,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
 0x99,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
 0x99,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x6c,0x02,0x00,0x00,
 0x9b,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x9c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x75,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
-0x8f,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8e,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xa7,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
 0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa9,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x93,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x92,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
 0xe3,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x93,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xab,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x92,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xab,0x02,0x00,0x00,
 0xac,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xaf,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x95,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x94,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0xb4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x95,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb7,0x02,0x00,0x00,
 0xb2,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x97,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x96,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xb2,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x96,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xbb,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
 0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xba,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x8f,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x8e,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x95,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x93,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x92,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
 0xc7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x97,0x03,0x00,0x00,
+0xca,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x96,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xc7,0x02,0x00,0x00,0x96,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x6c,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0x57,0x02,0x00,0x00,
 0xce,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0xd0,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -26436,171 +30002,171 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xd1,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xda,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x96,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x95,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x93,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x92,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x8f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x89,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x88,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3f,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
-0x6f,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6e,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0xf9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x03,0x00,0x00,0x47,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0x01,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x02,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
-0x00,0x03,0x00,0x00,0x03,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x70,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
-0x70,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x09,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x0d,0x03,0x00,0x00,0x08,0x03,0x00,0x00,
-0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x0f,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x71,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x08,0x03,0x00,0x00,
-0x6b,0x03,0x00,0x00,0x12,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x71,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x11,0x03,0x00,0x00,
-0x12,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x15,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0x11,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x10,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x71,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x03,0x00,0x00,0xef,0x02,0x00,0x00,0x19,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x03,0x00,0x00,0x70,0x03,0x00,0x00,0x8d,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
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+0xf9,0x00,0x02,0x00,0x3c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3c,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x43,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x42,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x45,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x43,0x03,0x00,0x00,0x44,0x03,0x00,0x00,0x45,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x44,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x24,0x03,0x00,0x00,
+0x72,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x03,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x51,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,0x50,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x03,0x00,0x00,
+0x04,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x54,0x03,0x00,0x00,0x52,0x03,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,
+0x6f,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x58,0x03,0x00,0x00,
+0x72,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x03,0x00,0x00,0x5a,0x03,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,
+0x70,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x03,0x00,0x00,0x5c,0x03,0x00,0x00,
+0x5e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x61,0x03,0x00,0x00,0x5f,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x61,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x63,0x03,0x00,0x00,0x62,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0x21,0x02,0x00,0x00,0x64,0x03,0x00,0x00,
+0x49,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0x56,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x64,0x03,0x00,0x00,0x63,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x45,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x45,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x31,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x30,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x29,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,
+0x72,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x26,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x28,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x11,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x11,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x70,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x10,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,0x6f,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q3_k_f32_len = 13144;
 
 unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xc6,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xc5,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -26609,47 +30175,47 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,
-0x15,0x02,0x00,0x00,0x22,0x03,0x00,0x00,0x6b,0x03,0x00,0x00,
+0x15,0x02,0x00,0x00,0x21,0x03,0x00,0x00,0x6a,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -26687,15 +30253,15 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0x15,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x22,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x68,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x69,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x67,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x68,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x69,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x69,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6b,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x68,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6a,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6b,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -26706,78 +30272,78 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
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-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
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 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
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 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -26786,8 +30352,8 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -26797,9 +30363,9 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -26824,14 +30390,14 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x3b,0x00,0x04,0x00,0x39,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x3e,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x9c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xa8,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,
@@ -26839,18 +30405,18 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0xc5,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xe6,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x04,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x09,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x04,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x09,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0x09,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,0x0b,0x02,0x00,0x00,
 0x35,0x01,0x00,0x00,0x0a,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -26874,21 +30440,21 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x51,0x02,0x00,0x00,0x51,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x52,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x53,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x56,0x02,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x76,0x02,0x00,0x00,0x35,0x01,0x00,0x00,0x75,0x02,0x00,0x00,
 0x20,0x00,0x04,0x00,0x77,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x76,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x87,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x8d,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x8d,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -26897,20 +30463,20 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0xa4,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xae,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x1a,0x03,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x68,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x69,0x03,0x00,0x00,0x68,0x03,0x00,0x00,
-0x20,0x00,0x04,0x00,0x6a,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x69,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x6a,0x03,0x00,0x00,
-0x6b,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x70,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x19,0x03,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x21,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x67,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x68,0x03,0x00,0x00,0x67,0x03,0x00,0x00,
+0x20,0x00,0x04,0x00,0x69,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x68,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x69,0x03,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -26920,159 +30486,159 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
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 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x8f,0x03,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x8f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xa7,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x5c,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x90,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8f,0x03,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0x90,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x8f,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0xa0,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x9f,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xa0,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0xa4,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa3,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -27087,7 +30653,7 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
-0xff,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0xff,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
@@ -27096,7 +30662,7 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x03,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
@@ -27105,60 +30671,60 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x2b,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x18,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x55,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x52,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x87,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
@@ -27167,102 +30733,102 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x6b,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
-0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
+0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x85,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x8f,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x8f,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
-0x91,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
+0x91,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x98,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x13,0x00,0x00,0x00,0xc3,0x03,0x00,0x00,0x81,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xc2,0x03,0x00,0x00,0x81,0x01,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x55,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,
-0xc4,0x03,0x00,0x00,0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0xc3,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x55,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,
+0xc3,0x03,0x00,0x00,0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
+0xc2,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,0xc5,0x03,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0xc4,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,0xc4,0x03,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0xc3,0x03,0x00,0x00,
 0x55,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
-0x99,0x01,0x00,0x00,0xc5,0x03,0x00,0x00,0x41,0x00,0x07,0x00,
+0x99,0x01,0x00,0x00,0xc4,0x03,0x00,0x00,0x41,0x00,0x07,0x00,
 0x9c,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
 0x27,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0xba,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
-0xbf,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
@@ -27272,34 +30838,34 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0xaa,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xc6,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcc,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,0x98,0x00,0x00,0x00,
 0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
-0xd3,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xd3,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xd9,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0xd9,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,
-0xde,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
+0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,
+0xde,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
@@ -27310,43 +30876,43 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
-0xa0,0x03,0x00,0x00,0xe9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9f,0x03,0x00,0x00,0xe9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xa0,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x55,0x02,0x00,0x00,0xee,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0xa1,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0xa0,0x03,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xef,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf3,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xa1,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xa0,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xf8,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
-0xfb,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xa8,0x03,0x00,0x00,
+0xfb,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xa7,0x03,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
 0xf8,0x01,0x00,0x00,0x04,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x08,0x02,0x00,0x00,0x05,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
 0x41,0x00,0x08,0x00,0x17,0x02,0x00,0x00,0x18,0x02,0x00,0x00,
-0x15,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x15,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0x18,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x1a,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
 0x1b,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x1b,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x08,0x02,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x08,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x17,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x35,0x01,0x00,0x00,0x21,0x02,0x00,0x00,0x20,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,0x22,0x02,0x00,0x00,
@@ -27354,8 +30920,8 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x22,0x02,0x00,0x00,0x21,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x17,0x02,0x00,0x00,
-0x26,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x26,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x28,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -27364,8 +30930,8 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x28,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x08,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0x41,0x00,0x08,0x00,0x17,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
-0x15,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x15,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x30,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,
@@ -27374,8 +30940,8 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
 0x08,0x02,0x00,0x00,0x14,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x17,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x36,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x35,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc5,0x01,0x00,0x00,0x38,0x02,0x00,0x00,
@@ -27383,8 +30949,8 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x41,0x00,0x08,0x00,0x17,0x02,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x3f,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -27393,7 +30959,7 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x43,0x02,0x00,0x00,0x08,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
 0x41,0x00,0x08,0x00,0x17,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
-0x15,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
+0x15,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x47,0x02,0x00,0x00,
@@ -27403,170 +30969,170 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x08,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x41,0x00,0x08,0x00,
 0x17,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
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 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc4,0x02,0x00,0x00,
 0xc5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc8,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb4,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb3,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0xcd,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xb4,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xb3,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd0,0x02,0x00,0x00,
 0xcb,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xcb,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd5,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
-0xb6,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb5,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd4,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xd8,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
 0xd4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xda,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xda,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xb7,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
 0x00,0x03,0x00,0x00,0xdb,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0xb8,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdc,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0xb7,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdc,0x02,0x00,0x00,
 0xdb,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe0,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xb0,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xaf,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xb6,0x03,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xb5,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
 0xe4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xb4,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xb3,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0xb8,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0xe9,0x02,0x00,0x00,0xb7,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0xb8,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x8d,0x02,0x00,0x00,
+0xb7,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x8d,0x02,0x00,0x00,
 0xf0,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,
 0xf0,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
@@ -27582,172 +31148,172 @@ unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
 0xf9,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xfb,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xb8,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xb7,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xda,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0xb6,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb5,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x04,0x03,0x00,0x00,0xb4,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0xb3,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0xb0,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0xaf,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x03,0x00,0x00,
-0xaa,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa9,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x56,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x90,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x8f,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x03,0x00,0x00,0x96,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x10,0x03,0x00,0x00,0x97,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x03,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x16,0x03,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x15,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x12,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x03,0x00,0x00,0x0f,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x03,0x00,0x00,
-0x47,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x22,0x03,0x00,0x00,
+0x15,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x0f,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
+0x48,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x21,0x03,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x24,0x03,0x00,0x00,0x23,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0x21,0x03,0x00,0x00,
-0x24,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,0x25,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x28,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x28,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x91,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0x8e,0x03,0x00,0x00,0x2b,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,0x91,0x03,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2a,0x03,0x00,0x00,
-0x2b,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x2e,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x29,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x30,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x30,0x03,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x92,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x29,0x03,0x00,0x00,0x8c,0x03,0x00,0x00,
-0x33,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x36,0x03,0x00,0x00,0x92,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x32,0x03,0x00,0x00,0x33,0x03,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x36,0x03,0x00,0x00,
-0x31,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x31,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x03,0x00,0x00,0x92,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
-0x10,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x03,0x00,0x00,
-0x91,0x03,0x00,0x00,0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x16,0x03,0x00,0x00,
-0x42,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x45,0x03,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
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-0xf8,0x00,0x02,0x00,0x4a,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x33,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x33,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x03,0x00,0x00,
-0x92,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x30,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x2b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x03,0x00,0x00,0x91,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x28,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2a,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x7b,0x03,0x00,0x00,0x79,0x03,0x00,0x00,0x93,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x03,0x00,0x00,
+0x7b,0x03,0x00,0x00,0x7c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,0x91,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x80,0x03,0x00,0x00,0x7d,0x03,0x00,0x00,0x7f,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x82,0x03,0x00,0x00,
+0x80,0x03,0x00,0x00,0x95,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0x83,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
+0x82,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x84,0x03,0x00,0x00,0x83,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0x17,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0x6a,0x03,0x00,0x00,
+0x35,0x00,0x00,0x00,0x77,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x85,0x03,0x00,0x00,0x84,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x66,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x66,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x52,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x52,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x03,0x00,0x00,0x95,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x51,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x4a,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x4a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x89,0x03,0x00,0x00,0x93,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x49,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x32,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x03,0x00,0x00,
+0x91,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x2a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x03,0x00,0x00,0x90,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x27,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x29,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q3_k_f32_aligned_len = 13704;
 
 unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x9d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x9c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -27755,47 +31321,47 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x0b,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
-0x42,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
+0x0b,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x41,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -27830,15 +31396,15 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x12,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x12,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xf9,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3f,0x03,0x00,0x00,
+0x47,0x00,0x04,0x00,0xf8,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x03,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x40,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x42,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x42,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x41,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x41,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -27849,78 +31415,78 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
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+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -27930,7 +31496,7 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -27940,10 +31506,10 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x40,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
@@ -27967,14 +31533,14 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x38,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x39,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x3e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x9c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa8,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -27983,17 +31549,17 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xe6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x09,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
@@ -28012,21 +31578,21 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x2b,0x02,0x00,0x00,0x51,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x30,0x02,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x50,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
 0x20,0x00,0x04,0x00,0x51,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x50,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -28034,20 +31600,20 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0xf9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x3f,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x40,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
-0x41,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x40,0x03,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x41,0x03,0x00,0x00,0x42,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x47,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0xf8,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x3e,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x3f,0x03,0x00,0x00,0x3e,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
+0x40,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x40,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x46,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -28057,158 +31623,158 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x7b,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x7a,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x33,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x66,0x03,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0x67,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x66,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x77,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x76,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x77,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x76,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x7b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x7a,0x03,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -28230,41 +31796,41 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x1b,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2f,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2f,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2e,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x49,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x98,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
@@ -28272,30 +31838,30 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x52,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x54,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x58,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x62,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x62,0x01,0x00,0x00,0x87,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
-0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
+0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x98,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x67,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x69,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
@@ -28305,101 +31871,101 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x6d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x71,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
 0x76,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x18,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x81,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
-0x92,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
-0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
+0x92,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
+0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x95,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x6e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,
-0x9a,0x03,0x00,0x00,0x81,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x6e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,
+0x99,0x03,0x00,0x00,0x81,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x95,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x55,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,0x9b,0x03,0x00,0x00,
-0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x9a,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,0x9a,0x03,0x00,0x00,
+0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x99,0x03,0x00,0x00,
 0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x13,0x00,0x00,0x00,0x9c,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x9b,0x03,0x00,0x00,0x55,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x9b,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x9a,0x03,0x00,0x00,0x55,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x9c,0x03,0x00,0x00,0x41,0x00,0x07,0x00,0x9c,0x01,0x00,0x00,
-0x9d,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x9b,0x03,0x00,0x00,0x41,0x00,0x07,0x00,0x9c,0x01,0x00,0x00,
+0x9d,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x35,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xaf,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xaf,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xb2,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xb2,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
 0xbb,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0xab,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
-0xbe,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x13,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
+0xbe,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x15,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xc2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
@@ -28407,34 +31973,34 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0xc5,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc5,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xcc,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0xcc,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0xcf,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xcf,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x0b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0xd7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,
-0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,
+0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0xdf,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
 0xdf,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
@@ -28444,48 +32010,48 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0xe2,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,
-0x77,0x03,0x00,0x00,0xe7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x76,0x03,0x00,0x00,0xe7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x78,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0x77,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x2f,0x02,0x00,0x00,0xec,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x78,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x77,0x03,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xed,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf9,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0x7f,0x03,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0x7e,0x03,0x00,0x00,
 0xfa,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0xfd,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0x02,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x06,0x02,0x00,0x00,0x03,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x41,0x00,0x07,0x00,0x14,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x17,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x06,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x17,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x39,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x14,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x1c,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x1d,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x14,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
+0x12,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x22,0x02,0x00,0x00,0x21,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x23,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
@@ -28493,168 +32059,168 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x22,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
 0x41,0x00,0x07,0x00,0x14,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
+0x12,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
 0x25,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x29,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x2a,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x2a,0x02,0x00,0x00,
 0x29,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x2d,0x02,0x00,0x00,
+0x2f,0x02,0x00,0x00,0x77,0x03,0x00,0x00,0x2d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x7b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,
 0x31,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x7f,0x03,0x00,0x00,0x34,0x02,0x00,0x00,
+0x36,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,0x34,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x38,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x81,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
+0x80,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
 0xdf,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x81,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3a,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x80,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3a,0x02,0x00,0x00,
 0x3b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3e,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x85,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x84,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x43,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x46,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x46,0x02,0x00,0x00,0x84,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x42,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x46,0x02,0x00,0x00,
 0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x97,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x96,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x41,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x96,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x4a,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x4e,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x85,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x84,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x96,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
-0x85,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x84,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x5a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,
 0x5b,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x62,0x02,0x00,0x00,0x60,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
-0x62,0x02,0x00,0x00,0x81,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x62,0x02,0x00,0x00,0x80,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x65,0x02,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x64,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x66,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x67,0x02,0x00,0x00,
 0x66,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x69,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x96,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x85,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x84,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6d,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x86,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x85,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
 0x70,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x73,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x73,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x6f,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x73,0x02,0x00,0x00,
 0x6e,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x94,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x93,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x6e,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x94,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x93,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x77,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,
-0x86,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x85,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
-0x94,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x93,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
-0x86,0x03,0x00,0x00,0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x85,0x03,0x00,0x00,0x87,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
 0x88,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
 0x89,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x94,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x93,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0x90,0x02,0x00,0x00,0x81,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x90,0x02,0x00,0x00,0x80,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc4,0x01,0x00,0x00,0x93,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x92,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x94,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x83,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x95,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x97,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x93,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x77,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x86,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x85,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x9b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x87,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x86,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
 0x9e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xa1,0x02,0x00,0x00,0x87,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa1,0x02,0x00,0x00,
 0x9c,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x9c,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x8b,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8a,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xa5,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xa9,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
 0xa5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xab,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x8c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
 0xd9,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xad,0x02,0x00,0x00,
 0xae,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb1,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
 0xb4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x8f,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,
 0xb4,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x87,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0xbb,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
 0xbe,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x8b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x8a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
 0xbf,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x8f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x8f,0x03,0x00,0x00,
+0x8e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x52,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
@@ -28668,172 +32234,172 @@ unsigned char matmul_q3_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
 0xd0,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xd2,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0x8f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
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-0xf8,0x00,0x02,0x00,0x21,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
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-0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x01,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x52,0x03,0x00,0x00,0x50,0x03,0x00,0x00,0x6a,0x03,0x00,0x00,
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+0x57,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x56,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,
+0x57,0x03,0x00,0x00,0x6c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
+0x59,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x5b,0x03,0x00,0x00,0x5a,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0x14,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x35,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x5c,0x03,0x00,0x00,0x5b,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3d,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x3d,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x29,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x03,0x00,0x00,0x6c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x26,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x28,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x21,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x60,0x03,0x00,0x00,0x6a,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x20,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x06,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x01,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x01,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x64,0x03,0x00,0x00,0x67,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xfe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x00,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q3_k_f32_aligned_fp32_len = 12972;
 
 unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xa1,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xa0,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -28841,47 +32407,47 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x09,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
-0x43,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
+0x09,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x42,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -28916,15 +32482,15 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x14,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x14,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xfa,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x40,0x03,0x00,0x00,
+0x47,0x00,0x04,0x00,0xf9,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3f,0x03,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x41,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x41,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x41,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x43,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x43,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x42,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x42,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -28935,77 +32501,77 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -29014,8 +32580,8 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -29025,9 +32591,9 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -29053,14 +32619,14 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x38,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x39,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x3e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x9c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa8,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa9,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -29069,15 +32635,15 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xe6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x07,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
@@ -29085,7 +32651,7 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x07,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x08,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x11,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x12,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x13,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
@@ -29093,25 +32659,25 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x51,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x2c,0x02,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x2c,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x2d,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x2d,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x51,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x50,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x52,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x7e,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,
@@ -29119,20 +32685,20 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x7e,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x88,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x40,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x41,0x03,0x00,0x00,0x40,0x03,0x00,0x00,
-0x20,0x00,0x04,0x00,0x42,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x41,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x42,0x03,0x00,0x00,
-0x43,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x3f,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x40,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x20,0x00,0x04,0x00,0x41,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x41,0x03,0x00,0x00,
+0x42,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x47,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -29142,159 +32708,159 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x43,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
+0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x66,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0x67,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x66,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x67,0x03,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x66,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x67,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x66,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x80,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x7f,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x37,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7b,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0x68,0x03,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x67,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x78,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x77,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0x78,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x77,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x7c,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7b,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
@@ -29318,7 +32884,7 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
@@ -29327,29 +32893,29 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x2b,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
@@ -29358,29 +32924,29 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x52,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
+0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x85,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
+0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
@@ -29390,101 +32956,101 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
 0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x8f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x8f,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
-0x91,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
+0x91,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x13,0x00,0x00,0x00,0x9e,0x03,0x00,0x00,0x81,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x9d,0x03,0x00,0x00,0x81,0x01,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x55,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,
-0x9f,0x03,0x00,0x00,0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x9e,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x55,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,
+0x9e,0x03,0x00,0x00,0x68,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
+0x9d,0x03,0x00,0x00,0x6e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x13,0x00,0x00,0x00,0xa0,0x03,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x9f,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x15,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x9e,0x03,0x00,0x00,
 0x55,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
-0x99,0x01,0x00,0x00,0xa0,0x03,0x00,0x00,0x41,0x00,0x07,0x00,
+0x99,0x01,0x00,0x00,0x9f,0x03,0x00,0x00,0x41,0x00,0x07,0x00,
 0x9c,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
 0x27,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0xba,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0xab,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
-0xbf,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
@@ -29492,35 +33058,35 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xc4,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xc5,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc7,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xc7,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x0b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3e,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xd0,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0x72,0x00,0x04,0x00,
 0x27,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0xab,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
-0xdc,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x13,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x15,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xe0,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
@@ -29529,22 +33095,22 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x3e,0x00,0x03,0x00,0xe2,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe9,0x01,0x00,0x00,0x78,0x03,0x00,0x00,0xe7,0x01,0x00,0x00,
+0xe9,0x01,0x00,0x00,0x77,0x03,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x79,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x78,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
-0x79,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x78,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,
 0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
-0x79,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xf8,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x78,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xf8,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
 0xf8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
@@ -29552,9 +33118,9 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
-0x68,0x03,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x67,0x03,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xff,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xfa,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0x01,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,
@@ -29562,190 +33128,190 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0x02,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
 0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x79,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x0c,0x02,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,0x80,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,0x7f,0x03,0x00,0x00,
 0x1b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x1e,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x1f,0x02,0x00,0x00,0x20,0x02,0x00,0x00,
-0x14,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
+0x14,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
 0x20,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xc4,0x01,0x00,0x00,
 0x22,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x10,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x22,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x02,0x00,0x00,0x7d,0x00,0x00,0x00,0x79,0x03,0x00,0x00,
+0x26,0x02,0x00,0x00,0x7e,0x00,0x00,0x00,0x78,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xc4,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xc4,0x01,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x2b,0x02,0x00,0x00,0xcb,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x04,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x79,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x78,0x03,0x00,0x00,
 0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0x7c,0x03,0x00,0x00,0x32,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x03,0x00,0x00,
+0x7b,0x03,0x00,0x00,0x32,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x7f,0x03,0x00,0x00,
 0x35,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x39,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x82,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x81,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xed,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,
-0x82,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x81,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x3b,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x3f,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x3b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x86,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x85,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x6c,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x86,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x43,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x85,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x43,0x02,0x00,0x00,
 0x44,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x47,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x98,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x97,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x98,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x55,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
-0x55,0x02,0x00,0x00,0x98,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0x55,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x85,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
 0x59,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x98,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x5f,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x82,0x03,0x00,0x00,
+0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x81,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc4,0x01,0x00,0x00,0x66,0x02,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x65,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
 0x53,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x68,0x02,0x00,0x00,0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,0x98,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,0x97,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x49,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x86,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x85,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x87,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x86,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
 0x9a,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x87,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x86,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x70,0x02,0x00,0x00,
 0x71,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x74,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x95,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x94,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
 0x77,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x95,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
 0x77,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x77,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x87,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x82,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x82,0x02,0x00,0x00,0x95,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x82,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x87,0x03,0x00,0x00,0x88,0x02,0x00,0x00,
+0x89,0x02,0x00,0x00,0x86,0x03,0x00,0x00,0x88,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
 0x86,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x95,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x8d,0x02,0x00,0x00,0x94,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
 0x90,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x93,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x82,0x03,0x00,0x00,
+0x93,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x81,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc4,0x01,0x00,0x00,0x94,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
 0x80,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x96,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x95,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x94,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x87,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x86,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x88,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x87,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
 0xde,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x88,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x87,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x9e,0x02,0x00,0x00,
 0x9f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xa2,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8c,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8b,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
 0xa7,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x8b,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xaa,0x02,0x00,0x00,
 0xa5,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xa5,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
-0x8e,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8d,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xae,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
 0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x90,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0x8f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
 0xd8,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x90,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x8f,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,
 0xb5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xba,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x88,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x87,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
 0xbe,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x8b,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc3,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x90,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0xc3,0x02,0x00,0x00,0x8f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x90,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x8f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0xca,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,
 0xca,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
@@ -29759,171 +33325,171 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0xcb,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd3,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x90,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xda,0x02,0x00,0x00,0x8e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xae,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0x8b,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
-0x88,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x87,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x82,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x81,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3b,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
-0x68,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x67,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xed,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
-0xfa,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,
-0xfd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x00,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x00,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x69,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0x66,0x03,0x00,0x00,0x03,0x03,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
-0x69,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x02,0x03,0x00,0x00,0x03,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x06,0x03,0x00,0x00,0x01,0x03,0x00,0x00,
-0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
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+0x3f,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x5f,0x03,0x00,0x00,
+0x2a,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x2d,0x03,0x00,0x00,0x6d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x29,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2d,0x03,0x00,0x00,
+0x28,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x28,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x30,0x03,0x00,0x00,0x15,0x03,0x00,0x00,0x6d,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0x30,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x35,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x33,0x03,0x00,0x00,0x34,0x03,0x00,0x00,0x35,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x34,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x6b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x39,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x39,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x38,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x35,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x35,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x33,0x03,0x00,0x00,0x28,0x03,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x34,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x3e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x3c,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,0x3e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3d,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x6b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x48,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x47,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0x48,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4a,0x03,0x00,0x00,0x46,0x03,0x00,0x00,0x49,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x03,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,
+0x15,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,0x6d,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,0x51,0x03,0x00,0x00,
+0x6b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x55,0x03,0x00,0x00,0x53,0x03,0x00,0x00,0x54,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x03,0x00,0x00,
+0x69,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,0x55,0x03,0x00,0x00,
+0x57,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x03,0x00,0x00,0x58,0x03,0x00,0x00,0x6d,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x5b,0x03,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x5c,0x03,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x02,0x00,0x00,0x5d,0x03,0x00,0x00,
+0x42,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x5d,0x03,0x00,0x00,0x5c,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x03,0x00,0x00,0x6d,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x27,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x29,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x22,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
+0x6b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x1f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x63,0x03,0x00,0x00,0x69,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x03,0x00,0x00,0x68,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q3_k_f32_fp32_len = 13024;
 
 unsigned char matmul_q4_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x1c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x1b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -29931,47 +33497,47 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x50,0x02,0x00,0x00,
-0x99,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -30000,15 +33566,15 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x65,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x50,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x96,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x95,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x97,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x97,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x96,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x97,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x99,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x99,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x98,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x98,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -30019,77 +33585,77 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -30098,8 +33664,8 @@ unsigned char matmul_q4_0_f32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -30109,9 +33675,9 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -30131,9 +33697,9 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x41,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x25,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x26,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x26,0x01,0x00,0x00,
@@ -30141,51 +33707,51 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x2c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x56,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x58,0x01,0x00,0x00,
 0x00,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x59,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x59,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x62,0x01,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x62,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x63,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x64,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x70,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x79,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0x79,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x7f,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x80,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x80,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa4,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa5,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xbb,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -30195,21 +33761,21 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x96,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x97,0x02,0x00,0x00,
-0x96,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x98,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x98,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x95,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x96,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x97,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x97,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xab,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x1e,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x1e,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -30219,169 +33785,169 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
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 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbe,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x87,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xcf,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd3,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x10,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
@@ -30394,7 +33960,7 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x1b,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x83,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,
+0x1d,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -30410,22 +33976,22 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x2c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,0x38,0x01,0x00,0x00,
+0x3a,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,0x38,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd0,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x42,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x49,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
@@ -30433,9 +33999,9 @@ unsigned char matmul_q4_0_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x4c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xbf,0x02,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4d,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
@@ -30443,17 +34009,17 @@ unsigned char matmul_q4_0_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x53,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x61,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x70,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -30461,173 +34027,173 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x61,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x74,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x75,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x7a,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2c,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x7e,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd0,0x02,0x00,0x00,0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
+0x87,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x88,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0x88,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x36,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x36,0x02,0x00,0x00,
 0x8f,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x92,0x01,0x00,0x00,0xda,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x92,0x01,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x94,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
-0xde,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xdd,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x96,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x9a,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x9c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
+0xef,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
 0xbe,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x9e,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x9e,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xa2,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
-0xda,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,
+0xd9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,
 0xb9,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0xb9,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xbb,0x01,0x00,0x00,
 0xbc,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xbc,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
-0xf0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xef,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x9c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x97,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x97,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc0,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xc0,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x94,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x96,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc4,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0xc4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xca,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xed,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
+0xec,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0xec,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xcc,0x01,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xd0,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
+0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0xec,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xde,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0xe0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe3,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
+0xe3,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,0xec,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
-0xda,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,
+0xd9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xbb,0x01,0x00,0x00,
 0xea,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xea,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0xed,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xca,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xee,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xc4,0x01,0x00,0x00,0x34,0x02,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xdf,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
 0xf2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
 0x32,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xfe,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x00,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0x30,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0x30,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x06,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x06,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x02,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x06,0x02,0x00,0x00,
 0x01,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x01,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x08,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x01,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe7,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x0e,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x0a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xdf,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,0x10,0x02,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x14,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x02,0x00,0x00,
-0xe4,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xe3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0x14,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x17,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x19,0x02,0x00,0x00,0x17,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x16,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xbb,0x01,0x00,0x00,0x1e,0x02,0x00,0x00,0xa6,0x01,0x00,0x00,
 0x1d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -30644,171 +34210,171 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x20,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x29,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x08,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x02,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8e,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbf,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x43,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x48,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
-0x50,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x53,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
-0xc1,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x5c,0x02,0x00,0x00,0x57,0x02,0x00,0x00,
-0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
-0xba,0x02,0x00,0x00,0x61,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x60,0x02,0x00,0x00,
-0x61,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x64,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
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+0x89,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x94,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x92,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x93,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
+0xc0,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x70,0x01,0x00,0x00,0xb3,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x94,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_0_f32_len = 10564;
 
 unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x37,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x36,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -30816,47 +34382,47 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x73,0x02,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x72,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -30888,15 +34454,15 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x65,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x73,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x72,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xb9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xba,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbc,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -30907,78 +34473,78 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -30988,7 +34554,7 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -30998,10 +34564,10 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -31020,9 +34586,9 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x00,0x00,0x00,0x41,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x26,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -31031,17 +34597,17 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x01,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x38,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x38,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x5b,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
@@ -31066,21 +34632,21 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,
+0xab,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,
 0x01,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xc8,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xde,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -31090,21 +34656,21 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x73,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xb9,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xba,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xbb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
-0x15,0x01,0x00,0x00,0x36,0x03,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xb8,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xb9,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xba,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
+0x15,0x01,0x00,0x00,0x35,0x03,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -31115,168 +34681,168 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
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+0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
 0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x5b,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x11,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -31289,7 +34855,7 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x36,0x03,0x00,0x00,
+0x21,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x35,0x03,0x00,0x00,
 0x8e,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
@@ -31305,43 +34871,43 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,
 0x39,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x43,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x43,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x43,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x48,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4d,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x57,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x57,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x55,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x67,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x69,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -31350,8 +34916,8 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x71,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
@@ -31360,7 +34926,7 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x67,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
@@ -31369,8 +34935,8 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x81,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x4f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x86,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
 0x86,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -31379,8 +34945,8 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x88,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
@@ -31389,7 +34955,7 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x67,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
@@ -31398,7 +34964,7 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x67,0x01,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x4f,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
@@ -31406,162 +34972,162 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x2d,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa1,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa6,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0xa4,0x01,0x00,0x00,
+0xa6,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0xa4,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3f,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xad,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0xab,0x01,0x00,0x00,
+0xad,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,0xab,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xaf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xaf,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x59,0x02,0x00,0x00,0xb2,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb1,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb1,0x01,0x00,0x00,
 0xb2,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb5,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xbd,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xbd,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xbd,0x01,0x00,0x00,
 0xb8,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xb8,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
-0x13,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x12,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc1,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
-0x01,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
-0x13,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcf,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcf,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x01,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x00,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xd4,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
-0x13,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd9,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,
-0xd9,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd9,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0xdb,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xde,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xdf,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x01,0x00,0x00,0x13,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe1,0x01,0x00,0x00,0x12,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xba,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xba,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0x00,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x11,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x11,0x02,0x00,0x00,
 0xe8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xeb,0x01,0x00,0x00,0x02,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xeb,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xeb,0x01,0x00,0x00,
 0xe6,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
-0x10,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xef,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
 0xef,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
-0x02,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x01,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
-0x10,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfd,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
-0x02,0x03,0x00,0x00,0xff,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x01,0x03,0x00,0x00,0xff,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,
 0x00,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x03,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x03,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,
 0x01,0x02,0x00,0x00,0x03,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x04,0x02,0x00,0x00,
-0x10,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x08,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
-0x08,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x08,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xde,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,0xf7,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x0d,0x02,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xed,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xef,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x02,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x01,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x13,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x13,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x57,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x57,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x15,0x02,0x00,0x00,0x16,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x19,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x14,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x14,0x02,0x00,0x00,0x55,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
-0x07,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x06,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1d,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x21,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,
 0x1d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x09,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,
+0x08,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,
 0x53,0x02,0x00,0x00,0x26,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x09,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x29,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x25,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x29,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
 0x2c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x31,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2d,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x33,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0x33,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x33,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x35,0x02,0x00,0x00,
 0x36,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x39,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x39,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x40,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xde,0x01,0x00,0x00,0x41,0x02,0x00,0x00,
 0xc9,0x01,0x00,0x00,0x40,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x42,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
@@ -31578,219 +35144,219 @@ unsigned char matmul_q4_0_f32_aligned_data[] = {
 0x32,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x4d,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x4c,0x02,0x00,0x00,
 0x4e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x51,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x51,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x26,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x09,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0x07,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x06,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x16,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x57,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x57,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x13,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x15,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xaf,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb1,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x60,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x96,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x67,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0x74,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x76,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
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-0xd7,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x34,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd7,0x02,0x00,0x00,
-0xd6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdb,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0xe4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x96,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc2,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xce,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x67,0x01,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x98,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_0_f32_aligned_len = 11156;
 
 unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x0d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x0c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
-0x49,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x48,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -31818,15 +35384,15 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x60,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x62,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x62,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x48,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8f,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x90,0x02,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x8f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8f,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -31837,79 +35403,79 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -31918,7 +35484,7 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -31928,10 +35494,10 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,
@@ -31950,9 +35516,9 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x15,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x00,0x00,0x00,0x41,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x25,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x26,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x27,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
@@ -31961,17 +35527,17 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x59,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -31990,21 +35556,21 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x7b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x7c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa0,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xcd,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
@@ -32012,21 +35578,21 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0xcd,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x0c,0x03,0x00,0x00,
+0xdf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x8e,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x90,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x0b,0x03,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -32037,169 +35603,169 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
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 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0xb8,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb7,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xca,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb8,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x11,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
@@ -32212,7 +35778,7 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x50,0x00,0x05,0x00,0x15,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
 0x15,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -32225,48 +35791,48 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x2c,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x32,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x37,0x01,0x00,0x00,
+0x39,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0x37,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x41,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd0,0x02,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x53,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x55,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x64,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x65,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x64,0x01,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x64,0x01,0x00,0x00,
+0x6b,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x6d,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x64,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
@@ -32274,169 +35840,169 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x64,0x01,0x00,0x00,
-0x78,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x7d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,
 0x84,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x88,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,0x8b,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
-0xd3,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x8a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x90,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x90,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
+0xd6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0xbb,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x92,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x92,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x96,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x91,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x98,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x9e,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0xe8,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x9a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9e,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x99,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xa4,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
-0xa4,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0xa4,0x01,0x00,0x00,0xe8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
 0xa8,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xae,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0xae,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xae,0x01,0x00,0x00,0xe8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0xe8,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x98,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x93,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0xd7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x90,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x92,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xcb,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xcb,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xcb,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0xd7,0x01,0x00,0x00,
+0xd8,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0xd7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,
-0xdc,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xdc,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0xdf,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xe2,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xe5,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x2d,0x02,0x00,0x00,0xee,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xed,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x2b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x2b,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x29,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x01,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x27,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
 0x04,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x09,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x12,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x12,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x19,0x02,0x00,0x00,0xa2,0x01,0x00,0x00,0x18,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
@@ -32450,219 +36016,219 @@ unsigned char matmul_q4_0_f32_aligned_fp32_data[] = {
 0x1a,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x23,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x22,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x29,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x29,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2f,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x36,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
-0x49,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
-0x48,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x44,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0xba,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x51,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
-0x51,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0xb3,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x5d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x62,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
-0x64,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x69,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xd7,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x41,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x4c,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x64,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x64,0x01,0x00,0x00,0xac,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xac,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb2,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x51,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_0_f32_aligned_fp32_len = 10408;
 
 unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x15,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x14,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x49,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x48,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -32690,15 +36256,15 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x61,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x63,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x63,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x48,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8f,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x90,0x02,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x8f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8f,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -32709,77 +36275,77 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -32789,7 +36355,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -32799,10 +36365,10 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x00,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -32821,9 +36387,9 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x41,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x25,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x26,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -32832,15 +36398,15 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x35,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x56,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
@@ -32848,7 +36414,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x56,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x57,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x60,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x62,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
@@ -32856,25 +36422,25 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x6e,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x7b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x7c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa0,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xcd,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
@@ -32882,21 +36448,21 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xcd,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x14,0x03,0x00,0x00,
+0xdf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x8e,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x90,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x13,0x03,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -32907,169 +36473,169 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
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-0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x83,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb8,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x10,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
@@ -33082,7 +36648,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x50,0x00,0x05,0x00,0x14,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
 0x14,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x14,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
+0x13,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x14,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -33095,22 +36661,22 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x2b,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x31,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,0x36,0x01,0x00,0x00,
+0x38,0x01,0x00,0x00,0xc8,0x02,0x00,0x00,0x36,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x40,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x47,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
@@ -33118,9 +36684,9 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x4a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xb8,0x02,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x3b,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
@@ -33128,190 +36694,190 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x52,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x6e,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x63,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2b,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x53,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x72,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0x75,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2b,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2b,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x7a,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x53,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x53,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0xc9,0x02,0x00,0x00,
 0x7d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x3a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
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-0xf9,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x29,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x01,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x27,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
 0x04,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x09,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x12,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
-0x12,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x12,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0x19,0x02,0x00,0x00,0xa2,0x01,0x00,0x00,0x18,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
@@ -33325,171 +36891,171 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x1a,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x23,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x22,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x29,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x29,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2f,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x36,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
-0x49,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
-0x48,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x44,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0xba,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x51,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
-0x51,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0xb3,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x5d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x62,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
-0x64,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x69,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xd7,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x40,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x41,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
+0x48,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
+0x47,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
+0x4b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x50,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x54,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x56,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x6e,0x01,0x00,0x00,0xac,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xac,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb2,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x51,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_0_f32_fp32_len = 10444;
 
 unsigned char matmul_q4_1_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xf6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xf5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -33497,47 +37063,47 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x55,0x02,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x54,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -33568,15 +37134,15 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x47,0x00,0x04,0x00,0x6a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6a,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x55,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9b,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,
+0x54,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x9b,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x9c,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x9c,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9e,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x9b,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x9e,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -33587,77 +37153,77 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
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+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -33666,7 +37232,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -33676,10 +37242,10 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x00,0x01,0x00,0x00,
@@ -33697,9 +37263,9 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x15,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x17,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x29,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x28,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x00,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x2b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
@@ -33708,15 +37274,15 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x04,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x39,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x5d,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
@@ -33724,7 +37290,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x04,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x5e,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x67,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x68,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x69,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -33732,27 +37298,27 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x6a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x75,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x86,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xa9,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xaa,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x01,0x00,0x00,
+0xba,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -33761,20 +37327,20 @@ unsigned char matmul_q4_1_f32_data[] = {
 0xd7,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x18,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x4d,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x9b,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x9c,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xe9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x18,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x4c,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x9a,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -33784,175 +37350,175 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
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 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd4,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd8,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x09,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -33982,31 +37548,31 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x38,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x3d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd4,0x02,0x00,0x00,0x3d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x43,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x47,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x52,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x51,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x57,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x57,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x52,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x52,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
@@ -34014,18 +37580,18 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x5a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x58,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x59,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x64,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x64,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0x71,0x01,0x00,0x00,
+0x72,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0x71,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x72,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x75,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x31,0x01,0x00,0x00,
@@ -34033,173 +37599,173 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x3e,0x00,0x03,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x7d,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x31,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x31,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x44,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x44,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x86,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x41,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x43,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,
 0x8d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x91,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x43,0x01,0x00,0x00,0x3b,0x02,0x00,0x00,0x94,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x97,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
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 0xfa,0x00,0x04,0x00,0x0b,0x02,0x00,0x00,0x06,0x02,0x00,0x00,
 0x07,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x06,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x0d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xed,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
 0x33,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0f,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0f,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x13,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x17,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,
 0x17,0x02,0x00,0x00,0x18,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x02,0x00,0x00,0x19,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
-0x1c,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x1c,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
-0xed,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xc0,0x01,0x00,0x00,
+0xec,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xc0,0x01,0x00,0x00,
 0x23,0x02,0x00,0x00,0xab,0x01,0x00,0x00,0x22,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x24,0x02,0x00,0x00,
 0x23,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -34215,172 +37781,172 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x25,0x02,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x2e,0x02,0x00,0x00,0x30,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x08,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0xeb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xea,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x05,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x07,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x37,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x37,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xff,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x94,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x94,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x43,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x48,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x55,0x02,0x00,0x00,
+0x48,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x57,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
-0x57,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5d,0x02,0x00,0x00,
-0x5e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x61,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x63,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
-0x66,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x69,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x69,0x02,0x00,0x00,
-0x64,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x64,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x43,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xe1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x76,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
-0x75,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x76,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
-0x7e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x81,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x7c,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x85,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x89,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
-0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x71,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x91,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8f,0x02,0x00,0x00,
-0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x90,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x85,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xba,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x84,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x65,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x65,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_1_f32_len = 10632;
 
 unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x19,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x18,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -34388,47 +37954,47 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x62,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x78,0x02,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x62,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x77,0x02,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -34462,15 +38028,15 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0x6a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6a,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x78,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbe,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,
+0x77,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xbe,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc1,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -34481,78 +38047,78 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
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+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
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 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
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+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
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+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -34561,8 +38127,8 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -34572,9 +38138,9 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -34593,9 +38159,9 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x02,0x01,0x00,0x00,0x17,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x2b,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
@@ -34603,18 +38169,18 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x32,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x60,0x01,0x00,0x00,
 0x01,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -34639,21 +38205,21 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x3b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa7,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa7,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xa8,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xcc,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xe3,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
@@ -34663,20 +38229,20 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
-0xbe,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xc0,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbd,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xbf,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -34686,174 +38252,174 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x16,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
@@ -34883,43 +38449,43 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x32,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x39,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x40,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0x3e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf8,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x48,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x00,0x03,0x00,0x00,0x51,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xff,0x02,0x00,0x00,0x51,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x32,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x70,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x72,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x32,0x01,0x00,0x00,
@@ -34928,7 +38494,7 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x6c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
@@ -34937,8 +38503,8 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0x83,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -34947,8 +38513,8 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x32,0x01,0x00,0x00,
@@ -34957,8 +38523,8 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x6c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x32,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
@@ -34966,7 +38532,7 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,
-0x9b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x9b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
@@ -34976,7 +38542,7 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x6c,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
+0x6a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
@@ -34984,162 +38550,162 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0xa6,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xa6,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf8,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x42,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x44,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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 0x23,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x26,0x02,0x00,0x00,0x21,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x28,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x28,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2a,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
 0x29,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x29,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x30,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x30,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x29,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x10,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0f,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x32,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
-0x08,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x07,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x38,0x02,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3c,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x0b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,
 0x3e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
+0x41,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
-0x3e,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x3e,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xe3,0x01,0x00,0x00,0x46,0x02,0x00,0x00,0xce,0x01,0x00,0x00,
 0x45,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x47,0x02,0x00,0x00,0x46,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -35156,219 +38722,219 @@ unsigned char matmul_q4_1_f32_aligned_data[] = {
 0x48,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x51,0x02,0x00,0x00,0x53,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,
-0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x30,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x20,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
-0x08,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x07,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x18,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x5e,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb6,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe7,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x65,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x6b,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x70,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x72,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x72,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x78,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x77,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
-0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x84,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
-0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x86,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xea,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x88,0x02,0x00,0x00,
-0x89,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x8c,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0x04,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x6f,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
+0x77,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x83,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x85,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,
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+0xd5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x6c,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xdb,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x88,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x87,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_1_f32_aligned_len = 11224;
 
 unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xef,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x4d,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -35398,15 +38964,15 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x67,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x67,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4e,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x94,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x95,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x95,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x94,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x95,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x97,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x97,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x96,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -35417,78 +38983,78 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -35498,7 +39064,7 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -35508,10 +39074,10 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -35529,9 +39095,9 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x17,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -35540,17 +39106,17 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3b,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x5e,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
@@ -35569,21 +39135,21 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x80,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x82,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xa5,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xa6,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xd2,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -35591,20 +39157,20 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x94,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x95,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0x96,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x4d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x93,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x94,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0x95,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x95,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -35614,174 +39180,174 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x0a,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x16,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
@@ -35809,48 +39375,48 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x37,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0x3c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x40,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x42,0x01,0x00,0x00,
 0x41,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x46,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x41,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x52,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x52,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x69,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x67,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x67,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x31,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x6c,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x6e,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x69,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
-0x67,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x67,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x31,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x72,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x69,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
-0x67,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x67,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x31,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
@@ -35858,168 +39424,168 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x77,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x69,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x67,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x67,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x31,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x7f,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,0x82,0x01,0x00,0x00,
+0x84,0x01,0x00,0x00,0xce,0x02,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x42,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x86,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x89,0x01,0x00,0x00,
+0x8b,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x89,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x34,0x02,0x00,0x00,0x90,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x95,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x9b,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x9b,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x97,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9b,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x96,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0xee,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
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+0x16,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
@@ -36033,220 +39599,220 @@ unsigned char matmul_q4_1_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
 0x25,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x27,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
-0xe4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x02,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x90,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x97,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x47,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
-0x47,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,
+0x41,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x46,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,
+0x46,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x47,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x50,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x50,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x52,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x54,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x54,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x56,0x02,0x00,0x00,
-0x57,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x5a,0x02,0x00,0x00,0x55,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x5f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x62,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x62,0x02,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x66,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x02,0x00,0x00,0x67,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x74,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
-0x77,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x7a,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x76,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,
-0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x75,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x82,0x02,0x00,0x00,
-0xc4,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x82,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
-0x6a,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x8a,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x88,0x02,0x00,0x00,
-0x89,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0x88,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
-0x89,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x93,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x92,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
-0x9f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0xa2,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
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-0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x54,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x56,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xa7,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
+0xae,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x69,0x01,0x00,0x00,0xb1,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb1,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x92,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x92,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xbf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x55,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_1_f32_aligned_fp32_len = 10476;
 
 unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xef,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x4d,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -36276,15 +39842,15 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x68,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x68,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4e,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x94,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x95,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x95,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x94,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x95,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x97,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x97,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x96,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -36295,77 +39861,77 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -36374,8 +39940,8 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -36385,9 +39951,9 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -36406,9 +39972,9 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x01,0x01,0x00,0x00,0x17,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x2a,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,
@@ -36416,50 +39982,50 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x30,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x5b,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x5c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x5c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x65,0x01,0x00,0x00,
+0x61,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x65,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x66,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x67,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x67,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x73,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x82,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xa5,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xa6,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xd2,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -36467,20 +40033,20 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x94,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x95,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0x96,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x4d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x93,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x94,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0x95,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x95,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
@@ -36490,174 +40056,174 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
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 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x09,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
@@ -36685,31 +40251,31 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x36,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0x3b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x41,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x45,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x50,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x4e,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x50,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
@@ -36717,190 +40283,190 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x58,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x56,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x57,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
-0x62,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x62,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x70,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,
+0x70,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x70,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x70,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x73,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x58,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x30,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x7f,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x58,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x58,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x42,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x01,0x00,0x00,0xcf,0x02,0x00,0x00,0x82,0x01,0x00,0x00,
+0x84,0x01,0x00,0x00,0xce,0x02,0x00,0x00,0x82,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x86,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0x89,0x01,0x00,0x00,
+0x8b,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0x89,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x34,0x02,0x00,0x00,0x90,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x95,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x9b,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x9b,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x97,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9b,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x96,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0xee,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xed,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xa3,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9e,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xdc,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xdb,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xad,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xad,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xdc,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xdb,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb2,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xb2,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
-0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
-0xb7,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xb7,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0xb9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xbc,0x01,0x00,0x00,
 0xbb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x01,0x00,0x00,0xee,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xbe,0x01,0x00,0x00,0xed,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x98,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x98,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x95,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x97,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
 0xc5,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc8,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xc8,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xca,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0xeb,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xea,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xcc,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xdc,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xda,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xdc,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
-0xe5,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xe5,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x30,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xea,0x01,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x01,0x00,0x00,0xeb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xec,0x01,0x00,0x00,0xea,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcc,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x32,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x32,0x02,0x00,0x00,
 0xf3,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf6,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xf6,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
 0xf1,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf1,0x01,0x00,0x00,0x30,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe1,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfa,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xfe,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
 0x2e,0x02,0x00,0x00,0x03,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x02,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x06,0x02,0x00,0x00,0x01,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x01,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x08,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x0e,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x0e,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x0e,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x09,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x10,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
-0x10,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x10,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x16,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x16,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1d,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x1d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
@@ -36914,172 +40480,172 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
 0x25,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x27,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
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+0x3f,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x5e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x61,0x02,0x00,0x00,
+0x5c,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x68,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x70,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
+0x6e,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x79,0x02,0x00,0x00,
+0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x74,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x81,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x69,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x89,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x87,0x02,0x00,0x00,
+0x88,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x88,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x92,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x90,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x91,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
-0xa8,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xad,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xaf,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0xb1,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x73,0x01,0x00,0x00,0xb2,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xb2,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x93,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x93,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xc0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x54,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x56,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xa7,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xae,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x73,0x01,0x00,0x00,0xb1,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb1,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x92,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x92,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x55,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_1_f32_fp32_len = 10512;
 
 unsigned char matmul_q4_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x8e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x8d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -37088,47 +40654,47 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xbb,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -37160,15 +40726,15 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbc,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x02,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x03,0x03,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x01,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x02,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x03,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x03,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x05,0x03,0x00,0x00,
+0x02,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x02,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x04,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x05,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -37179,77 +40745,77 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -37258,7 +40824,7 @@ unsigned char matmul_q4_k_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -37268,10 +40834,10 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -37295,14 +40861,14 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x18,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x3f,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x37,0x01,0x00,0x00,
 0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x76,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x77,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -37311,15 +40877,15 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x17,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa3,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xc4,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
@@ -37327,7 +40893,7 @@ unsigned char matmul_q4_k_f32_data[] = {
 0xc4,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0xce,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xcf,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xd0,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
@@ -37335,26 +40901,26 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xdc,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x17,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xf1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x10,0x02,0x00,0x00,
+0xf4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x10,0x02,0x00,0x00,
 0x17,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x11,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x27,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
@@ -37364,20 +40930,20 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x02,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x03,0x03,0x00,0x00,0x02,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
-0x04,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x04,0x03,0x00,0x00,0x05,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0xbb,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x01,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x02,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
+0x03,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x03,0x03,0x00,0x00,0x04,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x09,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x16,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
@@ -37387,158 +40953,158 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
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-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
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-0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
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-0x93,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
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+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
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+0x33,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
-0x2b,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x2a,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xc9,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x40,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf3,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x83,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0x2c,0x03,0x00,0x00,0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x2b,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xa6,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x3c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x40,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -37560,8 +41126,8 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x23,0x01,0x00,0x00,
-0x24,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x24,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x14,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
@@ -37570,25 +41136,25 @@ unsigned char matmul_q4_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
@@ -37597,26 +41163,26 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x51,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x53,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
+0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
@@ -37624,99 +41190,99 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x49,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x64,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x64,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x67,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,
-0x63,0x03,0x00,0x00,0x44,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x62,0x03,0x00,0x00,0x44,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x67,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x19,0x01,0x00,0x00,0x62,0x03,0x00,0x00,0x39,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0x61,0x03,0x00,0x00,0x39,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0xc3,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x62,0x03,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x61,0x03,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x63,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x72,0x01,0x00,0x00,0x62,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x7d,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0x82,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
+0x82,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x84,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x8d,0x03,0x00,0x00,0x73,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x8c,0x03,0x00,0x00,0x73,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
 0xc3,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x85,0x01,0x00,0x00,
-0x8d,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x17,0x01,0x00,0x00,
+0x8c,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x17,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x8a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x8b,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x8d,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x13,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x91,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc3,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x9a,0x01,0x00,0x00,0x8d,0x03,0x00,0x00,0x73,0x00,0x04,0x00,
+0x9a,0x01,0x00,0x00,0x8c,0x03,0x00,0x00,0x73,0x00,0x04,0x00,
 0x17,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
-0x3c,0x03,0x00,0x00,0xa4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3b,0x03,0x00,0x00,0xa4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xef,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xaa,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xae,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0xb9,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb7,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0x2c,0x03,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xbe,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xbe,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
@@ -37724,18 +41290,18 @@ unsigned char matmul_q4_k_f32_data[] = {
 0xc1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xbf,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x3d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
-0xcb,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xcb,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x01,0x00,0x00,0x44,0x03,0x00,0x00,0xd8,0x01,0x00,0x00,
+0xd9,0x01,0x00,0x00,0x43,0x03,0x00,0x00,0xd8,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,
-0xd9,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0xd9,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xdc,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x17,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,
@@ -37743,173 +41309,173 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x3e,0x00,0x03,0x00,0xe0,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,
+0xe4,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,
 0xea,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xea,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xab,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,
 0xed,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xa8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xaa,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
-0x40,0x03,0x00,0x00,0xf1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0x44,0x03,0x00,0x00,
+0x3f,0x03,0x00,0x00,0xf1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0x43,0x03,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xaa,0x01,0x00,0x00,0xa2,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x46,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x45,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfa,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xfe,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
+0x49,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x03,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x02,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x49,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x02,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x06,0x02,0x00,0x00,0x01,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x01,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x08,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5c,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x0e,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x0e,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x0e,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x09,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x14,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x14,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x02,0x00,0x00,
-0x14,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0x14,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x18,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
-0x1e,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x1e,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x20,0x02,0x00,0x00,
 0x21,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x02,0x00,0x00,0x22,0x02,0x00,0x00,0x46,0x03,0x00,0x00,
+0x24,0x02,0x00,0x00,0x22,0x02,0x00,0x00,0x45,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,0x25,0x02,0x00,0x00,
 0x78,0x01,0x00,0x00,0x24,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x17,0x01,0x00,0x00,0x26,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0x16,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x28,0x02,0x00,0x00,0x26,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x08,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x49,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x00,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x02,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
+0x4a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
 0x5a,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x30,0x02,0x00,0x00,
 0x31,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x34,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,0x30,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x36,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x36,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x59,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x58,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x3c,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x37,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x42,0x02,0x00,0x00,0x59,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x58,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0x48,0x02,0x00,0x00,
+0x49,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x48,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x46,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4d,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
-0x4d,0x02,0x00,0x00,0x59,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x4d,0x02,0x00,0x00,0x58,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0x50,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0x46,0x03,0x00,0x00,
+0x53,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0x45,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8a,0x01,0x00,0x00,0x54,0x02,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x53,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x17,0x01,0x00,0x00,0x55,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
 0x40,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x56,0x02,0x00,0x00,0x55,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x58,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x36,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x31,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
-0x4b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x30,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
 0xa0,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,
 0x5f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x62,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x50,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
 0x67,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x6a,0x02,0x00,0x00,0x50,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x4f,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x66,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,
 0x65,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x65,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x52,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x51,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x65,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x52,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x51,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x6e,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x72,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
 0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6d,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x74,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x54,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
+0x53,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
 0x9a,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x76,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x76,0x02,0x00,0x00,
 0x75,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x7a,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x52,0x03,0x00,0x00,
+0x7e,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x51,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,
 0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x50,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x83,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
-0x83,0x02,0x00,0x00,0x54,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x83,0x02,0x00,0x00,0x53,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
-0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00,
+0x53,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x27,0x02,0x00,0x00,
 0x8a,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x17,0x01,0x00,0x00,0x8b,0x02,0x00,0x00,
 0x8a,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -37925,172 +41491,172 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
 0x93,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x95,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
-0x52,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x51,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x50,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x4f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
-0x46,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x45,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfa,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xf0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
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+0xe2,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0x21,0x03,0x00,0x00,0xec,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0x31,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xeb,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xef,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xf7,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf5,0x02,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xfa,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf7,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
+0xf5,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x00,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xfe,0x02,0x00,0x00,
+0xff,0x02,0x00,0x00,0x00,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xff,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x08,0x03,0x00,0x00,0xdf,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x08,0x03,0x00,0x00,0x0b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x31,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x16,0x03,0x00,0x00,0x14,0x03,0x00,0x00,0x30,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x03,0x00,0x00,
-0x16,0x03,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x2e,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x18,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x1d,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x1f,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
-0xdc,0x01,0x00,0x00,0x20,0x03,0x00,0x00,0x05,0x03,0x00,0x00,
-0x34,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x20,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x01,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xed,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xed,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x22,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xec,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x30,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xcd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,
-0x2e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc4,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x15,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,
+0x15,0x03,0x00,0x00,0x16,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x17,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x31,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xdc,0x01,0x00,0x00,0x1f,0x03,0x00,0x00,0x04,0x03,0x00,0x00,
+0x35,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x1f,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x00,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x00,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xec,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x21,0x03,0x00,0x00,0x31,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xeb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
+0x2d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x27,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc3,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_k_f32_len = 12072;
 
 unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xa8,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xa7,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -38099,47 +41665,47 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0x27,0x03,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0x26,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -38174,15 +41740,15 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xde,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x24,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x25,0x03,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x23,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x24,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x25,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x25,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x27,0x03,0x00,0x00,
+0x24,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x24,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x26,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x27,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x26,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -38193,78 +41759,78 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -38273,8 +41839,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -38284,9 +41850,9 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -38310,14 +41876,14 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x0c,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x31,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x38,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x77,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x78,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
@@ -38326,17 +41892,17 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x04,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
-0xa1,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xa1,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
@@ -38360,21 +41926,21 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,
 0x51,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x13,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x13,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x16,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x31,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
+0x16,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x31,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
 0x18,0x01,0x00,0x00,0x31,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x33,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x49,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -38384,20 +41950,20 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x24,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x25,0x03,0x00,0x00,0x24,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
-0x26,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x26,0x03,0x00,0x00,0x27,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2c,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0xdd,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x23,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x24,0x03,0x00,0x00,0x23,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
+0x25,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x25,0x03,0x00,0x00,0x26,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2b,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -38407,158 +41973,158 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
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+0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x95,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa5,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x4d,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x4c,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xca,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x66,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x65,0x03,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x62,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x61,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x15,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0x4e,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x4d,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x5d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x5e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x5d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -38580,8 +42146,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x12,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x24,0x01,0x00,0x00,
-0x25,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x25,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x15,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
@@ -38590,25 +42156,25 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xfa,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x31,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x38,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x31,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0x41,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0x41,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x38,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
@@ -38617,26 +42183,26 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x31,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x31,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x52,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
+0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x38,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
@@ -38644,111 +42210,111 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x4a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x31,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x65,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x1a,0x01,0x00,0x00,
-0x82,0x03,0x00,0x00,0x45,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x81,0x03,0x00,0x00,0x45,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x1a,0x01,0x00,0x00,0x81,0x03,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x80,0x03,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x81,0x03,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x80,0x03,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x82,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x73,0x01,0x00,0x00,0x81,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x31,0x01,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
+0x83,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0xa7,0x03,0x00,0x00,0x74,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
+0xa6,0x03,0x00,0x00,0x74,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
 0xc4,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
-0xa7,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
+0xa6,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x8b,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x8c,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x8e,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x14,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x31,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc4,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
-0x9b,0x01,0x00,0x00,0xa7,0x03,0x00,0x00,0x73,0x00,0x04,0x00,
+0x9b,0x01,0x00,0x00,0xa6,0x03,0x00,0x00,0x73,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xa0,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
-0x5e,0x03,0x00,0x00,0xa5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5d,0x03,0x00,0x00,0xa5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0x5e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x11,0x02,0x00,0x00,0xaa,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0x5f,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0x5e,0x03,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xab,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xaf,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xaa,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x5f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x5e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,
-0xb7,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x66,0x03,0x00,0x00,
+0xb7,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x65,0x03,0x00,0x00,
 0xb8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0xbb,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc4,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xd3,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xd1,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd7,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xc4,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0xc4,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0xd3,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
@@ -38756,8 +42322,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xde,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0xd3,0x01,0x00,0x00,
-0xe2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xe2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xbb,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -38766,8 +42332,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xd3,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xd1,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0xec,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,
@@ -38776,8 +42342,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
 0xc4,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0xd3,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xf2,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,
@@ -38785,8 +42351,8 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xf4,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0xf6,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0xd3,0x01,0x00,0x00,
-0xf9,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
 0xf9,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -38795,7 +42361,7 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xff,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xd3,0x01,0x00,0x00,0x01,0x02,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x03,0x02,0x00,0x00,
@@ -38805,170 +42371,170 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
 0xc4,0x01,0x00,0x00,0x06,0x02,0x00,0x00,0x41,0x00,0x08,0x00,
 0xd3,0x01,0x00,0x00,0x09,0x02,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0x0c,0x02,0x00,0x00,
 0xc9,0x01,0x00,0x00,0x07,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x0c,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x5f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x5e,0x03,0x00,0x00,
 0x0f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xab,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
-0x62,0x03,0x00,0x00,0x13,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x66,0x03,0x00,0x00,
+0x61,0x03,0x00,0x00,0x13,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x65,0x03,0x00,0x00,
 0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xab,0x01,0x00,0x00,0xc4,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
-0x68,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x67,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1c,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x20,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x22,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
+0x6b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x4e,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x24,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x24,0x02,0x00,0x00,
 0x25,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x28,0x02,0x00,0x00,0x23,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7d,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x7d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2c,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x30,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
-0x36,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0x7d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x40,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x40,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x40,0x02,0x00,0x00,0x7d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
 0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x46,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0x68,0x03,0x00,0x00,
+0x46,0x02,0x00,0x00,0x44,0x02,0x00,0x00,0x67,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0x47,0x02,0x00,0x00,
 0x79,0x01,0x00,0x00,0x46,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x48,0x02,0x00,0x00,0x47,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x34,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x4a,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x7d,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x25,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,
-0x6c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x50,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
+0x6c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
 0x7c,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x52,0x02,0x00,0x00,
 0x53,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x56,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
 0x59,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x5e,0x02,0x00,0x00,0x7b,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x5e,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x5a,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,
 0x59,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x59,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x64,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
-0x64,0x02,0x00,0x00,0x7b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x64,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,0x6a,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,0x6a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
 0x68,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x7b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x6f,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
 0x72,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x68,0x03,0x00,0x00,
+0x75,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x67,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x8b,0x01,0x00,0x00,0x76,0x02,0x00,0x00,
 0xc9,0x01,0x00,0x00,0x75,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x77,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x78,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x53,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x6d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
+0x6d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
 0xc2,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
 0x81,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x84,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x72,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x71,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
 0x89,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x8c,0x02,0x00,0x00,0x72,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x88,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8c,0x02,0x00,0x00,
 0x87,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x87,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x74,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x73,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x87,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
-0x74,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x73,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x94,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
 0x90,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x96,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x96,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x76,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x75,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
 0xbc,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x76,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x98,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x75,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x98,0x02,0x00,0x00,
 0x97,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x9c,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa0,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x74,0x03,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x73,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
 0xa0,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x72,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x71,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa5,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
-0xa5,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa5,0x02,0x00,0x00,0x75,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x76,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00,
+0x75,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x49,0x02,0x00,0x00,
 0xac,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0xad,0x02,0x00,0x00,
 0xac,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
@@ -38984,172 +42550,172 @@ unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
 0xb5,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xb7,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x76,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x75,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x96,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x98,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x74,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x73,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x72,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x88,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
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+0x3f,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x45,0x03,0x00,0x00,
+0x06,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x09,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x05,0x03,0x00,0x00,0x06,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x09,0x03,0x00,0x00,
+0x04,0x03,0x00,0x00,0x05,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x04,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0x43,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
+0x53,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0d,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x11,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x0d,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x53,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x19,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x17,0x03,0x00,0x00,
+0x18,0x03,0x00,0x00,0x19,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x18,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x51,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x19,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x19,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
+0x17,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x18,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,0x22,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x20,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x21,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2a,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x51,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x14,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
+0x2a,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x2e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x31,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0x31,0x03,0x00,0x00,0x53,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x35,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x03,0x00,0x00,0x36,0x03,0x00,0x00,0x52,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
-0x38,0x03,0x00,0x00,0x39,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x50,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0x3c,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
-0x3d,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcd,0x00,0x00,0x00,0x40,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
-0x3f,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0x41,0x03,0x00,0x00,0x40,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
-0xd3,0x01,0x00,0x00,0x42,0x03,0x00,0x00,0x27,0x03,0x00,0x00,
-0x34,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x42,0x03,0x00,0x00,0x41,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x23,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x0f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x44,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x0c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x0e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,0x52,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x04,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x06,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xef,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
-0x50,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xec,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x37,0x03,0x00,0x00,0x35,0x03,0x00,0x00,0x51,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,
+0x37,0x03,0x00,0x00,0x38,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x39,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x03,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x53,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
+0x3e,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xd3,0x01,0x00,0x00,0x41,0x03,0x00,0x00,0x26,0x03,0x00,0x00,
+0x35,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x41,0x03,0x00,0x00,0x40,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x22,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x43,0x03,0x00,0x00,0x53,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0d,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x06,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,0x51,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x03,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x05,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x03,0x00,0x00,
+0x4f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xeb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x49,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe5,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_k_f32_aligned_len = 12648;
 
 unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x7e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x7d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -39157,47 +42723,47 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
-0xc6,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
+0xc6,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -39229,15 +42795,15 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xcd,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xfa,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf9,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xfb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xfb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xfa,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xfb,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xfd,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xfd,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xfc,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xfc,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -39248,78 +42814,78 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -39329,7 +42895,7 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -39339,10 +42905,10 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
@@ -39364,14 +42930,14 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x22,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x24,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x76,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x77,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
@@ -39380,17 +42946,17 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -39409,21 +42975,21 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xe6,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xe6,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xe7,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xe7,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x0b,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x0c,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x38,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
@@ -39431,20 +42997,20 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x38,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x42,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x79,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xac,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xfa,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xfb,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xfc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xfc,0x02,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x4a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xf9,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xfa,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xfb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xfb,0x02,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -39454,159 +43020,159 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
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+0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa8,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x23,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x22,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xf1,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x37,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0x34,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x33,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x38,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x37,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -39628,62 +43194,62 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x24,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x15,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2b,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2b,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x31,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x45,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x1a,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x53,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x53,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
@@ -39691,106 +43257,106 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x5f,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x82,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x1a,0x01,0x00,0x00,0x58,0x03,0x00,0x00,0x44,0x01,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x57,0x03,0x00,0x00,0x44,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x1a,0x01,0x00,0x00,0x57,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x1a,0x01,0x00,0x00,0x56,0x03,0x00,0x00,
 0x39,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x70,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x57,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
+0x56,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x58,0x03,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x57,0x03,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
 0x70,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x81,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x7d,0x03,0x00,0x00,0x73,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x7c,0x03,0x00,0x00,0x73,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc4,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x85,0x01,0x00,0x00,0x7d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x85,0x01,0x00,0x00,0x7c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x89,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x8a,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x8c,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x14,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x1a,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc4,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x99,0x01,0x00,0x00,0x7d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x99,0x01,0x00,0x00,0x7c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x89,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x9d,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x34,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x33,0x03,0x00,0x00,
 0xa2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x35,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xac,0x01,0x00,0x00,0x35,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,
+0xac,0x01,0x00,0x00,0x34,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xa8,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xac,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x35,0x03,0x00,0x00,
+0xb1,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,0xb5,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x3b,0x03,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xb6,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xbd,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc0,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0xc0,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xbe,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0xcf,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
 0xd0,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xd2,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,
-0xc1,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0xc1,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0xcf,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
 0xd6,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
@@ -39798,7 +43364,7 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0xcf,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
@@ -39806,168 +43372,168 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0xcf,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xe5,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
-0x35,0x03,0x00,0x00,0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x34,0x03,0x00,0x00,0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa8,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x01,0x00,0x00,0x38,0x03,0x00,0x00,0xec,0x01,0x00,0x00,
+0xee,0x01,0x00,0x00,0x37,0x03,0x00,0x00,0xec,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
-0x3c,0x03,0x00,0x00,0xef,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3b,0x03,0x00,0x00,0xef,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x3e,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x3e,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x42,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x26,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x42,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x41,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x01,0x02,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x54,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
+0x53,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x24,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x05,0x02,0x00,0x00,
 0x04,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x09,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x42,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x41,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x42,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x41,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x13,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0x16,0x02,0x00,0x00,
 0x18,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x02,0x00,0x00,0x19,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0x1b,0x02,0x00,0x00,0x19,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
 0x1b,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0x20,0x02,0x00,0x00,0x78,0x01,0x00,0x00,0x1f,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
 0x20,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x22,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x22,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
-0x54,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x53,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x02,0x00,0x00,0x42,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x26,0x02,0x00,0x00,0x41,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x28,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x28,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x42,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xfd,0x01,0x00,0x00,0x54,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
-0x43,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x42,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2a,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x29,0x02,0x00,0x00,
 0x2a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x29,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x30,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x30,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x51,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x29,0x02,0x00,0x00,
+0x50,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x29,0x02,0x00,0x00,
 0x52,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x51,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x50,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
 0x31,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x36,0x02,0x00,0x00,0x31,0x02,0x00,0x00,0x32,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x31,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x43,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x42,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x51,0x03,0x00,0x00,
+0x3e,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x50,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x43,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x42,0x03,0x00,0x00,
 0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x44,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x44,0x02,0x00,0x00,
 0x46,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x51,0x03,0x00,0x00,
+0x49,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x50,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,
 0x4e,0x02,0x00,0x00,0xc6,0x01,0x00,0x00,0x4d,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
 0x4e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0x50,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x50,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
-0x51,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x50,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x30,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x02,0x00,0x00,0x43,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x54,0x02,0x00,0x00,0x42,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x28,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x2a,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
-0x44,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x43,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x5c,0x02,0x00,0x00,0x57,0x02,0x00,0x00,
 0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x48,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
+0x47,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
 0x96,0x02,0x00,0x00,0x61,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x48,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x60,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x47,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x60,0x02,0x00,0x00,
 0x61,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x64,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
 0x69,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x68,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6c,0x02,0x00,0x00,
 0x67,0x02,0x00,0x00,0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x67,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x67,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
-0x4c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x4b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x70,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x74,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,
 0x70,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x76,0x02,0x00,0x00,
-0x44,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x43,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x49,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x48,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x47,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
 0x7c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7f,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x7c,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,
 0x83,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x85,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -39981,171 +43547,171 @@ unsigned char matmul_q4_k_f32_aligned_fp32_data[] = {
 0x32,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,
 0x8e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x8d,0x02,0x00,0x00,
 0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x92,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x49,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x66,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
-0x48,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x47,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0x44,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x98,0x02,0x00,0x00,0x43,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x3e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x3d,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x24,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0x23,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
-0x96,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa8,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
-0xb5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xaf,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xba,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xba,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
-0xbd,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
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-0x17,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x2a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xdd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x28,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xda,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x26,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
-0x25,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xba,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xf8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xf6,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
+0x01,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x03,0x03,0x00,0x00,0x02,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
+0x03,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0xb7,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
+0x05,0x03,0x00,0x00,0xcf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x07,0x03,0x00,0x00,
+0x29,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x24,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x27,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x25,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x11,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x12,0x03,0x00,0x00,
+0x29,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x15,0x03,0x00,0x00,0xca,0x00,0x00,0x00,0x14,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x16,0x03,0x00,0x00,
+0x15,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xcf,0x01,0x00,0x00,
+0x17,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0x09,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x17,0x03,0x00,0x00,
+0x16,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x29,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x03,0x00,0x00,0x27,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x25,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x24,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q4_k_f32_aligned_fp32_len = 11900;
 
 unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x87,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x86,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -40153,47 +43719,47 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
-0xc4,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
+0xc4,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -40225,15 +43791,15 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xcf,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xcf,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xfb,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xfa,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xfc,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xfc,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xfb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xfc,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xfe,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xfe,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xfd,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xfd,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -40244,77 +43810,77 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -40323,8 +43889,8 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -40334,9 +43900,9 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -40360,14 +43926,14 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x76,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x77,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
@@ -40376,15 +43942,15 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -40392,7 +43958,7 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0xcc,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xce,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -40400,25 +43966,25 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0xcf,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xda,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xed,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xed,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x0c,0x02,0x00,0x00,
+0xf0,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0b,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x0c,0x02,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x39,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -40427,20 +43993,20 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xad,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xfb,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xfc,0x02,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xfd,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xfd,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xfa,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xfb,0x02,0x00,0x00,
+0xfa,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xfc,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xfc,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x10,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -40450,158 +44016,158 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x24,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x24,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0x23,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x25,0x03,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x24,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x9d,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x24,0x03,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x35,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x35,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x35,0x03,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x39,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -40623,8 +44189,8 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x23,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
+0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x14,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
@@ -40633,25 +44199,25 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x41,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x37,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
@@ -40659,26 +44225,26 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0xf8,0x00,0x02,0x00,0x45,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x52,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x37,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
@@ -40687,96 +44253,96 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
+0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,0x5c,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,0x5b,0x03,0x00,0x00,
 0x44,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,
-0x5b,0x03,0x00,0x00,0x39,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x5a,0x03,0x00,0x00,0x39,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x5b,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x6c,0x01,0x00,0x00,0x5a,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x70,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x5c,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
+0x5b,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
-0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x86,0x03,0x00,0x00,
+0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x85,0x03,0x00,0x00,
 0x73,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0xc3,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x85,0x01,0x00,0x00,0x86,0x03,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x85,0x01,0x00,0x00,0x85,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x8a,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x90,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
+0x96,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0xc3,0x00,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x86,0x03,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x85,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x78,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
-0x35,0x03,0x00,0x00,0xa2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x34,0x03,0x00,0x00,0xa2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x36,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0x35,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x36,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x35,0x03,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa8,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xac,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x36,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x35,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
 0xb2,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0xb7,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb5,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x25,0x03,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xbc,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x24,0x03,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xbc,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb7,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0xbd,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
@@ -40784,190 +44350,190 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0xbf,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xbd,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x36,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x35,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc9,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
-0xc9,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xc9,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,0xd6,0x01,0x00,0x00,
+0xd7,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,0xd6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0xd7,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xda,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x89,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
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 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
 0x5a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x45,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x44,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x5d,0x02,0x00,0x00,
 0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x49,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x58,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x49,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x48,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x61,0x02,0x00,0x00,0x62,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x65,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
 0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x67,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
+0x4a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
 0x95,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x69,0x02,0x00,0x00,
 0x6a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6d,0x02,0x00,0x00,0x68,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
 0x70,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x75,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x75,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x71,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x75,0x02,0x00,0x00,
 0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x70,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x45,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x77,0x02,0x00,0x00,0x44,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x77,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x77,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
 0x7a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x48,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,
 0x7b,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
-0x4d,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
@@ -40981,172 +44547,172 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
 0x8c,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x8e,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0x4b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x62,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x97,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x48,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x61,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x45,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x44,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
-0x3f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf6,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xec,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x25,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x24,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xae,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0xae,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xad,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbb,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x26,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0x21,0x03,0x00,0x00,0xbe,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x26,0x03,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,
-0xbe,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xc1,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0x1f,0x03,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xc5,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc9,0x02,0x00,0x00,
-0xc4,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
-0xa3,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0x1b,0x03,0x00,0x00,0x2b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xde,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xde,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x29,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
-0x27,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbe,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x03,0x00,0x00,0x26,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbd,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x0e,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,0x28,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x26,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x13,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0x12,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x03,0x00,0x00,
+0x13,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x16,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x15,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x17,0x03,0x00,0x00,0x16,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xda,0x01,0x00,0x00,0x18,0x03,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x18,0x03,0x00,0x00,0x17,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x28,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xda,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
+0x26,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x20,0x03,0x00,0x00,0x25,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xba,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbc,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q4_k_f32_fp32_len = 11952;
 
 unsigned char matmul_q5_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x47,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x46,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -41154,47 +44720,47 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x79,0x02,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
+0x83,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x78,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -41226,15 +44792,15 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x8e,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x79,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbf,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbe,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xc0,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc2,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc2,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc1,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -41245,77 +44811,77 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -41324,8 +44890,8 @@ unsigned char matmul_q5_0_f32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -41335,9 +44901,9 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -41356,7 +44922,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0b,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x15,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x15,0x01,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
@@ -41364,9 +44930,9 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x00,0x00,0x80,0x41,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x4e,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,
@@ -41374,51 +44940,51 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x55,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x81,0x01,0x00,0x00,
 0x00,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x82,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x82,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x8b,0x01,0x00,0x00,
+0x87,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x8b,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x8c,0x01,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x8d,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x8d,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x99,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0xa2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0xa6,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa8,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xa9,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xce,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xe4,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -41428,21 +44994,21 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc0,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xc1,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xbf,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xc0,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x34,0x01,0x00,0x00,
-0x46,0x03,0x00,0x00,0x47,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,0x34,0x01,0x00,0x00,
+0x45,0x03,0x00,0x00,0x47,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -41452,177 +45018,177 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xea,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xfa,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xff,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfe,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x09,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0x09,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x11,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x09,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x11,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x09,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x09,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -41632,16 +45198,16 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
@@ -41660,7 +45226,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x50,0x00,0x05,0x00,0x34,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
 0x34,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
-0x46,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x34,0x01,0x00,0x00,
+0x45,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,0x34,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -41676,31 +45242,31 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x5c,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x61,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfa,0x02,0x00,0x00,0x61,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x65,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x65,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x67,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6b,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x66,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x76,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x74,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x75,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0xea,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x76,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
@@ -41708,18 +45274,18 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x7e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x7c,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
-0x88,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x88,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0x95,0x01,0x00,0x00,
+0x96,0x01,0x00,0x00,0x02,0x03,0x00,0x00,0x95,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x96,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x99,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x55,0x01,0x00,0x00,
@@ -41727,173 +45293,173 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x3e,0x00,0x03,0x00,0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xa1,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x55,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x55,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xa7,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x68,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x68,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xaa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x65,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x67,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0xff,0x02,0x00,0x00,0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0x03,0x03,0x00,0x00,
+0xfe,0x02,0x00,0x00,0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x5f,0x02,0x00,0x00,0xb8,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0x05,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x04,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xb7,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xbb,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x09,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
+0x08,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
 0xe9,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xcb,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xcb,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xcb,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x08,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0x08,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
-0xdb,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0xdb,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x05,0x03,0x00,0x00,
+0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x04,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x55,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xe5,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x1a,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,
-0x09,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
+0x09,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x17,0x02,0x00,0x00,0xee,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x09,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xed,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf1,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x18,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x15,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x15,0x02,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x18,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x17,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0x09,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0xff,0x01,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x05,0x02,0x00,0x00,
+0x06,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x05,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
-0x0a,0x02,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x0a,0x02,0x00,0x00,0x17,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x55,0x01,0x00,0x00,0x11,0x02,0x00,0x00,
 0x83,0x01,0x00,0x00,0x10,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0x12,0x02,0x00,0x00,0x11,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xe4,0x01,0x00,0x00,0x13,0x02,0x00,0x00,
 0xfd,0x01,0x00,0x00,0x01,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x13,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x17,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
 0x5d,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1b,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x1f,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0x24,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x27,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x27,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x23,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x27,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x22,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x11,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x10,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2b,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2f,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x31,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x31,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x13,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
+0x12,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x57,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x33,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x33,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x37,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0x3b,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0x3b,0x02,0x00,0x00,0x3c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x40,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x40,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x40,0x02,0x00,0x00,0x12,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x3f,0x02,0x00,0x00,
-0x13,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xe4,0x01,0x00,0x00,
+0x12,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xe4,0x01,0x00,0x00,
 0x47,0x02,0x00,0x00,0xcf,0x01,0x00,0x00,0x46,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x48,0x02,0x00,0x00,
 0x47,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -41909,172 +45475,172 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
 0x50,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x52,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x33,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,
-0x11,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x10,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x29,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x04,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xad,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x67,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x67,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x72,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
-0x72,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
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+0xb3,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0xbd,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcc,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd3,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
-0xd3,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xda,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x99,0x01,0x00,0x00,0xdd,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xdd,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xaa,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
-0xed,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x82,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xd2,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xd9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x99,0x01,0x00,0x00,0xdc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xdc,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xde,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x80,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_0_f32_len = 11076;
 
 unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x62,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x61,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -42082,47 +45648,47 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x9c,0x02,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
+0x86,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x9b,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -42157,15 +45723,15 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x8e,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe2,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9b,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe1,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xe3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xe3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xe2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xe3,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe5,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xe2,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe4,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xe4,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -42176,78 +45742,78 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -42257,7 +45823,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -42267,10 +45833,10 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -42288,7 +45854,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x12,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x02,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x31,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -42296,9 +45862,9 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x00,0x00,0x80,0x41,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x50,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -42307,17 +45873,17 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x01,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x84,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
@@ -42342,21 +45908,21 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xef,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,
+0xd4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xef,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,
 0x01,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xf1,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x07,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x1d,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -42366,21 +45932,21 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xe2,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xe3,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xe4,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xe4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xea,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
-0x35,0x01,0x00,0x00,0x61,0x03,0x00,0x00,0x48,0x01,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xe1,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xe2,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xe3,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xe3,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
+0x35,0x01,0x00,0x00,0x60,0x03,0x00,0x00,0x48,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -42391,176 +45957,176 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9f,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
 0xa5,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
 0xc1,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x21,0x03,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x84,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0xec,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0x21,0x03,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0c,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x12,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x13,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
 0x16,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x12,0x01,0x00,0x00,
-0x19,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
@@ -42570,17 +46136,17 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x31,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x04,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -42598,7 +46164,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x45,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x35,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0x83,0x00,0x05,0x00,0x35,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x47,0x01,0x00,0x00,0x61,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,
+0x47,0x01,0x00,0x00,0x60,0x03,0x00,0x00,0x8e,0x00,0x05,0x00,
 0x35,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -42614,43 +46180,43 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x56,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x5d,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x01,0x00,0x00,0x1e,0x03,0x00,0x00,0x62,0x01,0x00,0x00,
+0x64,0x01,0x00,0x00,0x1d,0x03,0x00,0x00,0x62,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x66,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x66,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x1f,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x1e,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x68,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x6c,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x67,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
-0x26,0x03,0x00,0x00,0x75,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x25,0x03,0x00,0x00,0x75,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,
-0x91,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x91,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x92,0x01,0x00,0x00,
 0x91,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x56,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x94,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x96,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x56,0x01,0x00,0x00,
@@ -42659,7 +46225,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x90,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
@@ -42668,8 +46234,8 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,
-0xa7,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
+0xa7,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -42678,8 +46244,8 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xad,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0xac,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x56,0x01,0x00,0x00,
@@ -42688,8 +46254,8 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x90,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xb8,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x56,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
@@ -42697,7 +46263,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xba,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0xbc,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,
-0xbf,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
 0xbf,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
@@ -42707,7 +46273,7 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xc1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x90,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0x8e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
@@ -42715,162 +46281,162 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0xca,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xca,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
-0x1f,0x03,0x00,0x00,0xcd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x1e,0x03,0x00,0x00,0xcd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x66,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x68,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xd0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd3,0x01,0x00,0x00,0x22,0x03,0x00,0x00,0xd1,0x01,0x00,0x00,
+0xd3,0x01,0x00,0x00,0x21,0x03,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0x26,0x03,0x00,0x00,0xd4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x25,0x03,0x00,0x00,0xd4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd8,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xde,0x01,0x00,0x00,0x28,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xde,0x01,0x00,0x00,0x27,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xda,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xde,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd9,0x01,0x00,0x00,0x0c,0x02,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
-0x2c,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x2b,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xe2,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe6,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
 0x0a,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0x3e,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xea,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xea,0x01,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xee,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x2c,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0x3e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf6,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
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 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x52,0x02,0x00,0x00,
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 0x60,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,
-0x32,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x31,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
+0x65,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x35,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
-0x62,0x02,0x00,0x00,0x36,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x62,0x02,0x00,0x00,0x35,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x07,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,
 0x69,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x6b,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -42887,219 +46453,219 @@ unsigned char matmul_q5_0_f32_aligned_data[] = {
 0x6c,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x75,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,
-0x36,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x35,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x54,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x34,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x33,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,
-0x2e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x28,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x82,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xda,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0d,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x94,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x9c,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
-0x9f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0xa5,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa4,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa8,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xaa,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x10,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x06,0x03,0x00,0x00,0xad,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xac,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xb0,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb5,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x28,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
-0x90,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x93,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
+0x0e,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xa7,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa9,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x05,0x03,0x00,0x00,0xac,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xab,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xaf,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0x28,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc0,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x12,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xc5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
-0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc4,0x02,0x00,0x00,
-0xc5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xc8,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x02,0x03,0x00,0x00,
-0xcd,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x14,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd0,0x02,0x00,0x00,
-0xcb,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd3,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,0x14,0x03,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
-0xd3,0x02,0x00,0x00,0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xd8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xd6,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xd7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xdc,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xd8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xd8,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
-0xde,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xe1,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xdf,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
-0xa0,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf2,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x14,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x12,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
-0x10,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
-0xfa,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfd,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,0x14,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0xca,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x90,0x01,0x00,0x00,0x00,0x03,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x34,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
-0x12,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xac,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0xbf,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc1,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x03,0x03,0x00,0x00,0xc4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc3,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xc7,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x01,0x03,0x00,0x00,
+0xcc,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x13,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xcb,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xcf,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xd7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xd5,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0xde,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xe0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xec,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
+0x9f,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x0e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,0x13,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x90,0x01,0x00,0x00,0xff,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xff,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0x13,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0x11,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xac,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xab,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_0_f32_aligned_len = 11668;
 
 unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x38,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x37,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x51,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
-0x72,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x71,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -43130,15 +46696,15 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x89,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x8b,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x72,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb8,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb9,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -43149,79 +46715,79 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -43230,7 +46796,7 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -43240,10 +46806,10 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,
@@ -43262,16 +46828,16 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x20,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x12,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x31,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x17,0x00,0x04,0x00,
 0x35,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x00,0x00,0x80,0x41,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x50,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
@@ -43280,17 +46846,17 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x82,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -43309,21 +46875,21 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa4,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa4,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xa5,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc9,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xc8,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xca,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xf6,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
@@ -43331,21 +46897,21 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0xf6,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x08,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x6a,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x35,0x01,0x00,0x00,0x37,0x03,0x00,0x00,
+0x08,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xb7,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x35,0x01,0x00,0x00,0x36,0x03,0x00,0x00,
 0x48,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -43356,177 +46922,177 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
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 0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
 0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x12,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
@@ -43536,16 +47102,16 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x29,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x31,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x04,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
@@ -43563,7 +47129,7 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x46,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
 0x35,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x35,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x37,0x03,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x36,0x03,0x00,0x00,
 0x8e,0x00,0x05,0x00,0x35,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
@@ -43577,48 +47143,48 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x5b,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x60,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf3,0x02,0x00,0x00,0x60,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x64,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x64,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x66,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6a,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x72,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x72,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,
 0x73,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x8d,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x8b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x55,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x90,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x92,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x92,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x8d,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x8b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x95,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x55,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x96,0x01,0x00,0x00,
 0x95,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x98,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x8d,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
+0x8b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x55,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
@@ -43626,168 +47192,168 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x9b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x8d,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
+0x8b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x55,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xa3,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,0xa6,0x01,0x00,0x00,
+0xa8,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0xa6,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x64,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x66,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0xad,0x01,0x00,0x00,
+0xaf,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0xad,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x58,0x02,0x00,0x00,0xb4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,
 0xb4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb7,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xbc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xbf,0x01,0x00,0x00,0x02,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xbb,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xba,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x14,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x13,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc3,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc7,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
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 0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
@@ -43801,220 +47367,220 @@ unsigned char matmul_q5_0_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x4b,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x54,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x03,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,
-0xfe,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x60,0x02,0x00,0x00,0x97,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
-0x74,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x76,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x78,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x83,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x86,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x86,0x02,0x00,0x00,
-0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
-0x60,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x95,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x98,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0x9b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9e,0x02,0x00,0x00,
-0x99,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x99,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xea,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa2,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa6,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
-0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x8e,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xae,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xac,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xb1,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0xb7,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x73,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
+0x73,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x75,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x77,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
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+0x7a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x7d,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x78,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0x82,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x85,0x02,0x00,0x00,
+0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x80,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x97,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x99,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x98,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x98,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xa1,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xa5,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x8d,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xad,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xab,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xac,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xb0,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xab,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0xb6,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcd,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
-0xd3,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0xd5,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x8d,0x01,0x00,0x00,0xd6,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xd6,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xb7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x98,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x83,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0xe6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7a,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xcb,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x8d,0x01,0x00,0x00,0xd5,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd5,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_0_f32_aligned_fp32_len = 10920;
 
 unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x3f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x72,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x71,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -44045,15 +47611,15 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x8a,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x8c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x8c,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x72,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb8,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb9,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -44064,77 +47630,77 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -44144,7 +47710,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -44154,10 +47720,10 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x00,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -44175,7 +47741,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x09,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x15,0x01,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -44183,9 +47749,9 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x00,0x00,0x80,0x41,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x4e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -44194,15 +47760,15 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x5e,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x7f,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
@@ -44210,7 +47776,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x7f,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x80,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x89,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x8b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
@@ -44218,25 +47784,25 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x97,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa4,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa4,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xa5,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xc9,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xc8,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xca,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xf6,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
@@ -44244,21 +47810,21 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xf6,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x08,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x6a,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x34,0x01,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x08,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xb7,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x34,0x01,0x00,0x00,0x3e,0x03,0x00,0x00,
 0x47,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
@@ -44269,177 +47835,177 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
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+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x11,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x11,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
@@ -44449,16 +48015,16 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x31,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
@@ -44476,7 +48042,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x45,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
 0x34,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x45,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x34,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x49,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x3e,0x03,0x00,0x00,
 0x8e,0x00,0x05,0x00,0x34,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
@@ -44490,31 +48056,31 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x5a,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x5f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf3,0x02,0x00,0x00,0x5f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x63,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x63,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x65,0x01,0x00,0x00,
 0x66,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x69,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x64,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x74,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x72,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x73,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x79,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x79,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x74,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x74,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
@@ -44522,190 +48088,190 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x7c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x7a,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x86,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x85,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x86,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0x93,0x01,0x00,0x00,
+0x94,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0x93,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,
-0x94,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x94,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x97,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x54,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x54,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xa3,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x66,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x66,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0xf5,0x02,0x00,0x00,0xa6,0x01,0x00,0x00,
+0xa8,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0xa6,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x63,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x65,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0xad,0x01,0x00,0x00,
+0xaf,0x01,0x00,0x00,0xfb,0x02,0x00,0x00,0xad,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
 0x58,0x02,0x00,0x00,0xb4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x01,0x00,0x00,
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 0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x32,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x32,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x32,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x04,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x34,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x38,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
@@ -44719,172 +48285,172 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x4b,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x54,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x03,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,
-0xfe,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x60,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
-0x74,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x76,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x78,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x7e,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x83,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x86,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x86,0x02,0x00,0x00,
-0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
-0x60,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x95,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x98,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0x9b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9e,0x02,0x00,0x00,
-0x99,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa0,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x99,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xea,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa2,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa6,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
-0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x8e,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0x36,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xae,0x02,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xac,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
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+0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_0_f32_fp32_len = 10956;
 
 unsigned char matmul_q5_1_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x17,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x16,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -44892,47 +48458,47 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x74,0x02,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x73,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -44964,15 +48530,15 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x87,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x89,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x89,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x74,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x73,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xba,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xbb,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xba,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xbb,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xba,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -44983,77 +48549,77 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -45063,7 +48629,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -45073,10 +48639,10 @@ unsigned char matmul_q5_1_f32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x00,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -45097,9 +48663,9 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x17,0x00,0x04,0x00,
 0x2f,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x49,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x4a,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -45108,15 +48674,15 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x00,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x5b,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x7c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
@@ -45124,7 +48690,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x7c,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x86,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x88,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
@@ -45132,26 +48698,26 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x94,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xac,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,
+0xac,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,
 0x00,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xc9,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xdf,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x00,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
@@ -45161,20 +48727,20 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xba,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xbb,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xbc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x73,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xb9,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xba,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
@@ -45184,191 +48750,191 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x87,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
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 0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0xf6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x09,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0x15,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x2b,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -45404,31 +48970,31 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x57,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
-0xf6,0x02,0x00,0x00,0x5c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf5,0x02,0x00,0x00,0x5c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x60,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x60,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x62,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x66,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x71,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6f,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x71,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x71,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x77,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
@@ -45436,18 +49002,18 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x77,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x78,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xf7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x83,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x91,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,0x90,0x01,0x00,0x00,
+0x91,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0x90,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
-0x91,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x91,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x94,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x01,0x00,0x00,
@@ -45455,173 +49021,173 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x3e,0x00,0x03,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x99,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x9c,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x79,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x63,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x63,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0xa5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x60,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x62,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0xfa,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,
 0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x5a,0x02,0x00,0x00,0xb3,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
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 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0b,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x26,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2a,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x25,0x02,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x25,0x02,0x00,0x00,
 0x52,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x32,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x36,0x02,0x00,0x00,0x34,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
 0x36,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x09,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3b,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x3b,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xdf,0x01,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xdf,0x01,0x00,0x00,
 0x42,0x02,0x00,0x00,0xca,0x01,0x00,0x00,0x41,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x43,0x02,0x00,0x00,
 0x42,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -45637,172 +49203,172 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x4d,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x56,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x56,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x16,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
-0x00,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xff,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x62,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x62,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x67,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
+0x67,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6e,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x76,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
-0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x80,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
-0x85,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x84,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x88,0x02,0x00,0x00,
-0x83,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x83,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
-0x62,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x68,0x02,0x00,0x00,
-0x94,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x97,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
-0x95,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x9d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xa0,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa0,0x02,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x9b,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa4,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa8,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0x90,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
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+0x94,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd7,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd9,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x84,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_1_f32_len = 10956;
 
 unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x3a,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x39,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -45810,47 +49376,47 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x97,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x81,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x96,0x02,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -45885,15 +49451,15 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x87,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x89,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x89,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x96,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xdd,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xde,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xde,0x02,0x00,0x00,
+0xdc,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xdd,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xdd,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xde,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe0,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe0,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xdf,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xdf,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -45904,79 +49470,79 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
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 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
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-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
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+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
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+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -45985,7 +49551,7 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -45995,10 +49561,10 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x01,0x01,0x00,0x00,
@@ -46019,9 +49585,9 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x2c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x17,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x49,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x4a,0x01,0x00,0x00,
 0x01,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x4b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
@@ -46030,17 +49596,17 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x04,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x7f,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
@@ -46066,21 +49632,21 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xc6,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xeb,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xec,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x02,0x02,0x00,0x00,
+0xfc,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x02,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -46089,20 +49655,20 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x19,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x23,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xde,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xdf,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xdf,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x2b,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x8e,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xdc,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xde,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xde,0x02,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -46112,191 +49678,191 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x1d,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x1c,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xf5,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
@@ -46332,43 +49898,43 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x51,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x58,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x19,0x03,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x18,0x03,0x00,0x00,0x5d,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x61,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x61,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xca,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
-0x1a,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x19,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x67,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0x21,0x03,0x00,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x20,0x03,0x00,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x79,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,
-0x8c,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x8c,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x51,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x8f,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x91,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x91,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
-0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
@@ -46377,7 +49943,7 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x8b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
@@ -46386,8 +49952,8 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
+0xa2,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -46396,8 +49962,8 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xa4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0xac,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
@@ -46406,8 +49972,8 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x8b,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
@@ -46415,7 +49981,7 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xb5,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xba,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
@@ -46425,7 +49991,7 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xbc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x8b,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
-0x89,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
+0x89,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
@@ -46433,162 +49999,162 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0xc5,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc5,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,
-0x1a,0x03,0x00,0x00,0xc8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x19,0x03,0x00,0x00,0xc8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x61,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xce,0x01,0x00,0x00,0x1d,0x03,0x00,0x00,0xcc,0x01,0x00,0x00,
+0xce,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,0xcc,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x21,0x03,0x00,0x00,0xcf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x20,0x03,0x00,0x00,0xcf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x7d,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x7d,0x02,0x00,0x00,
 0xd6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xd9,0x01,0x00,0x00,0x23,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xd9,0x01,0x00,0x00,0x22,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd9,0x01,0x00,0x00,
 0xd4,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x01,0x00,0x00,0x07,0x02,0x00,0x00,0xde,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
-0x27,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x26,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdd,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe1,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x39,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
+0x38,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x05,0x02,0x00,0x00,0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x39,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe9,0x01,0x00,0x00,0x38,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe5,0x01,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe9,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x27,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf1,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x39,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x26,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf1,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x38,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x27,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x26,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,
 0xf8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0x39,0x03,0x00,0x00,
+0xfb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0x38,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,
-0x23,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
+0x22,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
 0x00,0x02,0x00,0x00,0x4c,0x01,0x00,0x00,0xff,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x01,0x02,0x00,0x00,
 0x00,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x02,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0xed,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x03,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
-0x39,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x38,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x07,0x02,0x00,0x00,0x26,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x09,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x35,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,
-0x28,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x27,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x0b,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x0f,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x0b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x11,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x36,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
+0x35,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
 0x33,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0x35,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x13,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x17,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x12,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x28,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x27,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1f,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
+0x1f,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x35,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x28,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,0x27,0x03,0x00,0x00,
 0x23,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x25,0x02,0x00,0x00,0x21,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
 0x27,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x35,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
 0x2a,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x23,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
+0x22,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x51,0x01,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x81,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,0x30,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x02,0x02,0x00,0x00,
 0x31,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x31,0x02,0x00,0x00,0x30,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x36,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x35,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x13,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x0c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x02,0x00,0x00,0x28,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x02,0x00,0x00,0x27,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x09,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x37,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x37,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x29,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x29,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x28,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x39,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x3d,0x02,0x00,0x00,0x38,0x02,0x00,0x00,
 0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x2d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
+0x2c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x38,0x02,0x00,0x00,
 0x79,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x2d,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,
 0x42,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x45,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x40,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x40,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x4d,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x2e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,
 0x48,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x48,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x48,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0x31,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x30,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x51,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0x51,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
-0x29,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x28,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,0x57,0x02,0x00,0x00,
-0x2f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
-0x2d,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x2c,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
 0x5d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0x60,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x5d,0x02,0x00,0x00,0x30,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x02,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0xed,0x01,0x00,0x00,
 0x64,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x66,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -46605,219 +50171,219 @@ unsigned char matmul_q5_1_f32_aligned_data[] = {
 0x67,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x70,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0x31,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x30,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x77,0x02,0x00,0x00,0x2e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x49,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x2c,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3a,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x29,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x28,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x37,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x23,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x22,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,
-0x09,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x84,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
-0x97,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x96,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
-0x9a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x9f,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xa3,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
-0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa5,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
-0x01,0x03,0x00,0x00,0xa8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa7,0x02,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xab,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,
-0xb2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x23,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
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+0xf9,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0xd9,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xdb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xd9,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xda,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xb2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xec,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
+0x09,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf2,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x8b,0x01,0x00,0x00,0xfa,0x02,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xfa,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbf,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x00,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_1_f32_aligned_len = 11548;
 
 unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x10,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x0f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
-0x6d,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x6c,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -46849,15 +50415,15 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x47,0x00,0x04,0x00,0x86,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x86,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xb4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb6,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -46868,78 +50434,78 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -46948,8 +50514,8 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -46959,9 +50525,9 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -46983,9 +50549,9 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x02,0x01,0x00,0x00,0x17,0x00,0x04,0x00,0x30,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x4a,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,
@@ -46993,18 +50559,18 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x50,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -47022,21 +50588,21 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xc5,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -47045,20 +50611,20 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,
-0xb3,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb2,0x02,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
+0xb2,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xb4,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -47068,190 +50634,190 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
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-0xd1,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xde,0x02,0x00,0x00,0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x55,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe3,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0xec,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x0a,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x01,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x15,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x2c,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
@@ -47285,48 +50851,48 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x56,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0xef,0x02,0x00,0x00,0x5b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0x5b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x61,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x65,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x60,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x88,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x86,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x8b,0x01,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x88,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x86,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x91,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x93,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x88,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x86,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
@@ -47334,168 +50900,168 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x96,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9a,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x88,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x86,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x86,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x9a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x9e,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,0xa1,0x01,0x00,0x00,
+0xa3,0x01,0x00,0x00,0xef,0x02,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x61,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xf2,0x02,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0xa8,0x01,0x00,0x00,
+0xaa,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,0xa8,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xac,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
+0xf8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
 0x53,0x02,0x00,0x00,0xaf,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xf9,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xae,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xae,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb2,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xba,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xba,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb6,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xba,0x01,0x00,0x00,
 0xb5,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xb5,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0e,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xbe,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0xbe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfc,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,0xc8,0x01,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcc,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x01,0x00,0x00,
-0xfd,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfc,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xd1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd6,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,0xd5,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
-0xd6,0x01,0x00,0x00,0xf9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd6,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xdb,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdd,0x01,0x00,0x00,0x0f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xdd,0x01,0x00,0x00,0x0e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xfc,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xe7,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xe7,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe2,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,0xea,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0b,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xeb,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
-0xfe,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfd,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
-0xfe,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfd,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,
 0xfc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xff,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x00,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
-0x04,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x04,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x50,0x01,0x00,0x00,0x07,0x02,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x06,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x08,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xf7,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x09,0x02,0x00,0x00,
 0x08,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x0b,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x0f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0x51,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0x51,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x15,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x15,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x11,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x15,0x02,0x00,0x00,
 0x10,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x10,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x10,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x03,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x02,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x19,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1d,0x02,0x00,0x00,0x18,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x18,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x05,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
 0x4d,0x02,0x00,0x00,0x22,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x21,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x25,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x20,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x20,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x20,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x2d,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x2d,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x29,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2d,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2f,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x2f,0x02,0x00,0x00,0x04,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x35,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
 0x33,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
-0x07,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x3c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
@@ -47509,220 +51075,220 @@ unsigned char matmul_q5_1_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x44,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x46,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x04,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x12,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0xff,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x11,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xaf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xaf,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x97,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x66,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x66,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x65,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x67,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x68,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x73,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x75,0x02,0x00,0x00,
-0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x79,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
-0x7e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x81,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x93,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x75,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xc6,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x88,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd0,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x95,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x92,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x75,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x74,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_1_f32_aligned_fp32_len = 10800;
 
 unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x10,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x0f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x6d,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x6c,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -47754,15 +51320,15 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x47,0x00,0x04,0x00,0x87,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x87,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xb4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb6,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -47773,77 +51339,77 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
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 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -47852,7 +51418,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -47862,10 +51428,10 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x00,0x01,0x00,0x00,
@@ -47886,9 +51452,9 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x2b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x17,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x47,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x49,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x4a,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
@@ -47897,15 +51463,15 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x7a,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -47913,7 +51479,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x7b,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0x84,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x86,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -47921,25 +51487,25 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x87,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x92,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xc5,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf1,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -47948,20 +51514,20 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,
-0xb3,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x64,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb2,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
+0xb2,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xb4,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xb4,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -47971,190 +51537,190 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xde,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x55,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x09,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x09,0x01,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x14,0x01,0x00,0x00,
-0x15,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x15,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x16,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x23,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x16,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x2b,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
@@ -48188,31 +51754,31 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x55,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0xef,0x02,0x00,0x00,0x5a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0x5a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x60,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x64,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0xef,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6d,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x6e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
@@ -48220,190 +51786,190 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x77,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x75,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x81,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8f,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0x8e,0x01,0x00,0x00,
+0x8f,0x01,0x00,0x00,0xf6,0x02,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
-0x8f,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x8f,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x92,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x4f,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x95,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x96,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xef,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
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+0x3f,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,0x51,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x15,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x15,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x11,0x02,0x00,0x00,0x12,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x15,0x02,0x00,0x00,
 0x10,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x10,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x10,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x03,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x02,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x19,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1d,0x02,0x00,0x00,0x18,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x18,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x05,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
 0x4d,0x02,0x00,0x00,0x22,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x21,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x25,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x20,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x20,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x20,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x2d,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x2d,0x02,0x00,0x00,0x06,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x29,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2d,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x28,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x2f,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x2f,0x02,0x00,0x00,0x04,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x31,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x35,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
 0x33,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,
-0x07,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x02,0x00,0x00,0x35,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x3c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
@@ -48417,172 +51983,172 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x44,0x02,0x00,0x00,0x47,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x46,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x06,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x27,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x29,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x22,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x04,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x12,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0xff,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x11,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xaf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xaf,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xac,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x5a,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x60,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x66,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x66,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x65,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x67,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x68,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x73,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x75,0x02,0x00,0x00,
-0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x79,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
-0x7e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x81,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x93,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x76,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x75,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xc6,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x92,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xd0,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x95,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x92,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x75,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x74,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q5_1_f32_fp32_len = 10836;
 
 unsigned char matmul_q5_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xb3,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xb2,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -48591,47 +52157,47 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,
-0xf6,0x01,0x00,0x00,0xe1,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0xf6,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,0x29,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -48666,15 +52232,15 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x47,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe1,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x27,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x28,0x03,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x26,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x27,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x28,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x28,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2a,0x03,0x00,0x00,
+0x27,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x27,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x29,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x2a,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x29,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -48685,77 +52251,77 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
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 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
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-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -48764,7 +52330,7 @@ unsigned char matmul_q5_k_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -48774,10 +52340,10 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -48804,31 +52370,31 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x25,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x81,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x82,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x82,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xa2,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xc8,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xc8,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xe9,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,
@@ -48836,7 +52402,7 @@ unsigned char matmul_q5_k_f32_data[] = {
 0xe9,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0xea,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0xf3,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xf4,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xf5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
@@ -48844,26 +52410,26 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x01,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x24,0x01,0x00,0x00,0x0e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x12,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x16,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x16,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x35,0x02,0x00,0x00,
+0x19,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x35,0x02,0x00,0x00,
 0x24,0x01,0x00,0x00,0x34,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x36,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x62,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
@@ -48873,20 +52439,20 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x27,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x28,0x03,0x00,0x00,0x27,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
-0x29,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x29,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2f,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0xe0,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x26,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x27,0x03,0x00,0x00,0x26,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
+0x28,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x28,0x03,0x00,0x00,0x29,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
@@ -48896,158 +52462,158 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
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+0xc9,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x50,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x69,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x65,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x64,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x18,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x51,0x03,0x00,0x00,0x83,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x50,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0x51,0x03,0x00,0x00,0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x50,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x61,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x60,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x60,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x61,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x60,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x65,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x64,0x03,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -49070,13 +52636,13 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x1e,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x30,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x31,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x25,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x21,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
@@ -49085,25 +52651,25 @@ unsigned char matmul_q5_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
 0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4d,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
@@ -49112,26 +52678,26 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x53,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
+0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
-0x60,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,
 0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
@@ -49139,121 +52705,121 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x54,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x6f,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x38,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x18,0x01,0x00,0x00,
-0x88,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
+0x87,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x72,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x18,0x01,0x00,0x00,0x87,0x03,0x00,0x00,0x44,0x01,0x00,0x00,
+0x18,0x01,0x00,0x00,0x86,0x03,0x00,0x00,0x44,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
 0x33,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0xc3,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x87,0x03,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x86,0x03,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x88,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x7d,0x01,0x00,0x00,0x87,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x88,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x88,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
-0x8d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
+0x8d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x90,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x93,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x93,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x96,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0xab,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0xb2,0x03,0x00,0x00,0x7e,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
+0xb1,0x03,0x00,0x00,0x7e,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
 0xc3,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
-0xb2,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
+0xb1,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa2,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xa3,0x01,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xa5,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x13,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xaf,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x12,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb5,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0xab,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
-0xbb,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x13,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
-0x9a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0xbb,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x15,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
+0x9a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0x81,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
 0xb2,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
 0xc3,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
-0xb2,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
+0xb1,0x03,0x00,0x00,0x73,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa2,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc4,0x01,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x61,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x60,0x03,0x00,0x00,
 0xc9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
 0xd0,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xd3,0x01,0x00,0x00,0x62,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
+0xd3,0x01,0x00,0x00,0x61,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xcf,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd3,0x01,0x00,0x00,
 0xce,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xce,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xd7,0x01,0x00,0x00,0x62,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x12,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0x61,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xda,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,
@@ -49261,9 +52827,9 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdc,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x01,0x00,0x00,0x51,0x03,0x00,0x00,0x78,0x00,0x00,0x00,
+0xe1,0x01,0x00,0x00,0x50,0x03,0x00,0x00,0x79,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
-0xe1,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xdc,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
@@ -49271,17 +52837,17 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe4,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x06,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
+0xee,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0xf0,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x69,0x03,0x00,0x00,0xfd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x68,0x03,0x00,0x00,0xfd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x02,0x00,0x00,
-0x02,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x02,0x00,0x00,
+0x02,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x03,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x24,0x01,0x00,0x00,0x04,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
@@ -49290,172 +52856,172 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x05,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x06,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x62,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x61,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
+0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa2,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x0f,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x14,0x02,0x00,0x00,0x62,0x03,0x00,0x00,0x12,0x02,0x00,0x00,
+0x14,0x02,0x00,0x00,0x61,0x03,0x00,0x00,0x12,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcf,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x65,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x18,0x02,0x00,0x00,0x64,0x03,0x00,0x00,
 0x16,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x02,0x00,0x00,0x69,0x03,0x00,0x00,0x19,0x02,0x00,0x00,
+0x1b,0x02,0x00,0x00,0x68,0x03,0x00,0x00,0x19,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
 0xc7,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,
 0x20,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x23,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x25,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x25,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x2b,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x2b,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x27,0x02,0x00,0x00,0x28,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2b,0x02,0x00,0x00,
 0x26,0x02,0x00,0x00,0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x26,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x81,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x80,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x26,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x81,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x80,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2f,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x33,0x02,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
-0x6f,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6e,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x39,0x02,0x00,0x00,
-0x81,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x80,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,
-0x6f,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6e,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x40,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
 0x3f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
 0x40,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
-0x81,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x80,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x47,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x46,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
-0x47,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x47,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa2,0x01,0x00,0x00,0x4a,0x02,0x00,0x00,0x83,0x01,0x00,0x00,
 0x49,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x4c,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
 0x3b,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x4d,0x02,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x02,0x00,0x00,0x81,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x4f,0x02,0x00,0x00,0x80,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x2d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x2f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x28,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x28,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x25,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x27,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x53,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x70,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x59,0x02,0x00,0x00,0x70,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x59,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x59,0x02,0x00,0x00,
 0x54,0x02,0x00,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x54,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x54,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x7e,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7d,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x5d,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x61,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,
 0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,
-0x70,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0x67,0x02,0x00,0x00,
-0x7e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x7d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6b,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x70,0x03,0x00,0x00,0x6d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x03,0x00,0x00,0x6d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
-0x7e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x76,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x02,0x00,0x00,
-0x76,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x76,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa2,0x01,0x00,0x00,0x79,0x02,0x00,0x00,0xeb,0x01,0x00,0x00,
 0x78,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x24,0x01,0x00,0x00,
 0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x4c,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
 0x69,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,
 0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x7e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x7d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x5d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,0x70,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x71,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x70,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
 0x84,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x87,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x70,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x83,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x87,0x02,0x00,0x00,
 0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x82,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x75,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x74,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x82,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x75,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x74,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x8b,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x8f,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
 0x8b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x91,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x77,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x76,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
 0xc1,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x77,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x76,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x93,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x97,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x92,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x99,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x79,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x78,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
 0x9a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x9f,0x02,0x00,0x00,0x79,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9f,0x02,0x00,0x00,
 0x9a,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x70,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xa1,0x02,0x00,0x00,0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0xa1,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
 0xa4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x02,0x00,0x00,0x75,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x74,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
 0xa5,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x79,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x79,0x03,0x00,0x00,
+0x78,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xae,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x78,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x4c,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
 0x37,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x24,0x01,0x00,0x00,0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
@@ -49472,171 +53038,171 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x32,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
 0xbb,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
 0xbc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x79,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x77,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x76,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x93,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x75,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x74,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x70,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x20,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x20,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x6b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x51,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x50,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd5,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0xdb,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0xe2,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x52,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,
-0xea,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xed,0x02,0x00,0x00,0x52,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xe9,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xed,0x02,0x00,0x00,
-0xe8,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xe8,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0xf2,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
-0x53,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xf1,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xf5,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
-0xf1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
-0x53,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
-0xf9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
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-0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0x21,0x03,0x00,0x00,0x20,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc1,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x25,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x23,0x03,0x00,0x00,0x24,0x03,0x00,0x00,
+0x25,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x04,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2e,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x30,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x32,0x03,0x00,0x00,0xe4,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
+0x32,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,0x34,0x03,0x00,0x00,
+0x56,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x38,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3e,0x03,0x00,0x00,0x52,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x3c,0x03,0x00,0x00,0x3e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x56,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x42,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x41,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
+0x42,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x02,0x00,0x00,
+0x44,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0x35,0x00,0x00,0x00,
+0x36,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x44,0x03,0x00,0x00,
+0x43,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x25,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x25,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x11,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x11,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,
+0x56,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x10,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xf1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,0x52,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x51,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_k_f32_len = 12596;
 
 unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xcd,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xcc,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -49645,47 +53211,47 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
-0xf6,0x01,0x00,0x00,0x03,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,
+0xf6,0x01,0x00,0x00,0x02,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -49723,15 +53289,15 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x03,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x49,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x4a,0x03,0x00,0x00,
+0x02,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x48,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x49,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x4a,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4a,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x03,0x00,0x00,
+0x49,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x49,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -49742,78 +53308,78 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -49822,8 +53388,8 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -49833,9 +53399,9 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -49862,33 +53428,33 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x0c,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x82,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x83,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x83,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x10,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa3,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0xc6,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xc6,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xca,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xec,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
@@ -49912,21 +53478,21 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x33,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x38,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x56,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x57,0x02,0x00,0x00,
+0x3b,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x56,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x57,0x02,0x00,0x00,
 0x25,0x01,0x00,0x00,0x56,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x58,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x6e,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x84,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -49936,20 +53502,20 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x49,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x4a,0x03,0x00,0x00,0x49,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4b,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x4b,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x51,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x02,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x48,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x49,0x03,0x00,0x00,0x48,0x03,0x00,0x00,0x20,0x00,0x04,0x00,
+0x4a,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x4a,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x50,0x03,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -49959,158 +53525,158 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
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 0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0x72,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xca,0x00,0x00,0x00,0x71,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x72,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x71,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8b,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8a,0x03,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x87,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x86,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x3a,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x73,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x72,0x03,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0x73,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x72,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x83,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x82,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x83,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x82,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x83,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x82,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x87,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x86,0x03,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -50133,13 +53699,13 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x1f,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x31,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x32,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x26,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x22,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x33,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
@@ -50148,25 +53714,25 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0xfa,0x00,0x04,0x00,0x37,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x51,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3d,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3d,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
@@ -50175,26 +53741,26 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3d,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x57,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x57,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
+0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x61,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
@@ -50202,142 +53768,142 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x55,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3d,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x70,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x70,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x39,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,
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 0xee,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xfc,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,
-0x00,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xe0,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,
+0x00,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
 0x00,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
 0x02,0x02,0x00,0x00,0x01,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -50346,8 +53912,8 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x02,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x05,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,0x07,0x02,0x00,0x00,
-0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x08,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x25,0x01,0x00,0x00,0x09,0x02,0x00,0x00,
 0x08,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xa3,0x01,0x00,0x00,
@@ -50356,7 +53922,7 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x0c,0x02,0x00,0x00,0x41,0x00,0x08,0x00,
 0xf8,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x10,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x25,0x01,0x00,0x00,0x11,0x02,0x00,0x00,0x10,0x02,0x00,0x00,
@@ -50365,8 +53931,8 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x12,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,
-0x16,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xe0,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x16,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
 0x18,0x02,0x00,0x00,0x17,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -50375,8 +53941,8 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x18,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,0x1e,0x02,0x00,0x00,
-0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
 0x73,0x00,0x04,0x00,0x25,0x01,0x00,0x00,0x20,0x02,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xa3,0x01,0x00,0x00,
@@ -50385,7 +53951,7 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x23,0x02,0x00,0x00,0x41,0x00,0x08,0x00,
 0xf8,0x01,0x00,0x00,0x26,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xe0,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x27,0x02,0x00,0x00,0x26,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
 0x25,0x01,0x00,0x00,0x28,0x02,0x00,0x00,0x27,0x02,0x00,0x00,
@@ -50394,7 +53960,7 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x29,0x02,0x00,0x00,0x28,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x41,0x00,0x08,0x00,0xf8,0x01,0x00,0x00,
-0x2e,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xe0,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
 0x2e,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
@@ -50402,162 +53968,162 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0xa3,0x01,0x00,0x00,0x31,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x31,0x02,0x00,0x00,
 0x30,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x36,0x02,0x00,0x00,0x84,0x03,0x00,0x00,0x34,0x02,0x00,0x00,
+0x36,0x02,0x00,0x00,0x83,0x03,0x00,0x00,0x34,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xce,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd0,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x87,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,0x86,0x03,0x00,0x00,
 0x38,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x8b,0x03,0x00,0x00,0x3b,0x02,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x8a,0x03,0x00,0x00,0x3b,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
+0x8c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xe9,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,
 0x42,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x45,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x91,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x40,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x90,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x40,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x4d,0x02,0x00,0x00,0x91,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x90,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,
 0x48,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x48,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa3,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x48,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
-0xa3,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xa2,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x51,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x55,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0x51,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,
-0x91,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x90,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,
-0xa3,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xa2,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x91,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x90,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
 0x61,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x64,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x64,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
-0xa3,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa2,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x69,0x02,0x00,0x00,0x67,0x02,0x00,0x00,0x68,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
-0x69,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x69,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa3,0x01,0x00,0x00,0x6c,0x02,0x00,0x00,0x84,0x01,0x00,0x00,
 0x6b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
 0x6d,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x6e,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
 0x5d,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x6f,0x02,0x00,0x00,
 0x6d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0xa3,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0xa2,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x51,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x91,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x73,0x02,0x00,0x00,0x90,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x75,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x92,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x91,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
 0x78,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x92,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x7b,0x02,0x00,0x00,0x91,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x77,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7b,0x02,0x00,0x00,
 0x76,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x76,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x76,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
-0xa0,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x9f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x7f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x83,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,
 0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0x92,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x91,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
-0xa0,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x9f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
-0x92,0x03,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x91,0x03,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,
 0x90,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x93,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x93,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
 0x91,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
-0xa0,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x98,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x98,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x98,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa3,0x01,0x00,0x00,0x9b,0x02,0x00,0x00,0xee,0x01,0x00,0x00,
 0x9a,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
 0x9c,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x6e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x87,0x02,0x00,0x00,
 0x8b,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x9d,0x02,0x00,0x00,
 0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x02,0x00,0x00,0xa0,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x9f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x92,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x91,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x75,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x93,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x92,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
 0xa6,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xa9,0x02,0x00,0x00,0x93,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x92,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xa5,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa9,0x02,0x00,0x00,
 0xa4,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x97,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x96,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xa4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x96,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xb1,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
 0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x99,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
+0x98,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
 0xe3,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x99,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x98,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb5,0x02,0x00,0x00,
 0xb6,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xb9,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x9b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x9a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0xbc,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x9a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,
 0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x93,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x92,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x99,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0xc3,0x02,0x00,0x00,0x98,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
 0xc6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x97,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x96,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
 0xc7,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
-0x9b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,
+0x9a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x9a,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x6e,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x59,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x25,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,
@@ -50574,171 +54140,171 @@ unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x32,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
 0xdd,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xdc,0x02,0x00,0x00,
 0xde,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x9b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x9a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x99,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x98,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x97,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x96,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x93,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x92,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x8d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x8c,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x73,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x72,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
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-0x48,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x03,0x00,0x00,
-0x27,0x03,0x00,0x00,0x77,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x52,0x03,0x00,0x00,0x12,0x00,0x00,0x00,
-0x51,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x03,0x00,0x00,0x52,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
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-0x55,0x03,0x00,0x00,0x07,0x03,0x00,0x00,0x54,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x03,0x00,0x00,
-0x55,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
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-0x5b,0x03,0x00,0x00,0x74,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,
-0x5b,0x03,0x00,0x00,0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5f,0x03,0x00,0x00,0x5d,0x03,0x00,0x00,
-0x5e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x03,0x00,0x00,0x75,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
-0x5f,0x03,0x00,0x00,0x61,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x03,0x00,0x00,0x62,0x03,0x00,0x00,
-0x79,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0x65,0x03,0x00,0x00,0xca,0x00,0x00,0x00,0x64,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x66,0x03,0x00,0x00,
-0x65,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xf8,0x01,0x00,0x00,
-0x67,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,0x34,0x00,0x00,0x00,
-0x59,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x67,0x03,0x00,0x00,
-0x66,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x48,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x48,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x34,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x34,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x03,0x00,0x00,
-0x79,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x31,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x33,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x2c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6b,0x03,0x00,0x00,0x77,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2b,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x14,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,0x75,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x11,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x13,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x0c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
-0x74,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,
+0x43,0x03,0x00,0x00,0x42,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x43,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x3e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0x45,0x03,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x31,0x03,0x00,0x00,0x44,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x47,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x45,0x03,0x00,0x00,0x46,0x03,0x00,0x00,
+0x47,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x26,0x03,0x00,0x00,0x76,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x51,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
+0x50,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x52,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x52,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x54,0x03,0x00,0x00,0x06,0x03,0x00,0x00,0x53,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x56,0x03,0x00,0x00,
+0x54,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,0x56,0x03,0x00,0x00,
+0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x03,0x00,0x00,0x73,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x03,0x00,0x00,
+0x5a,0x03,0x00,0x00,0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,0x5c,0x03,0x00,0x00,
+0x5d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x60,0x03,0x00,0x00,0x74,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
+0x5e,0x03,0x00,0x00,0x60,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,0x61,0x03,0x00,0x00,
+0x78,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x64,0x03,0x00,0x00,0xca,0x00,0x00,0x00,0x63,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x65,0x03,0x00,0x00,
+0x64,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xf8,0x01,0x00,0x00,
+0x66,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,0x35,0x00,0x00,0x00,
+0x58,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x66,0x03,0x00,0x00,
+0x65,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x47,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x33,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x33,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,
+0x78,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x30,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x2b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x2b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x76,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x28,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x2a,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x13,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x13,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x10,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x12,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x73,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_k_f32_aligned_len = 13172;
 
 unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xa3,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xa2,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -50746,47 +54312,47 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
-0xeb,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x22,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
+0xeb,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x21,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -50821,15 +54387,15 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf2,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xf2,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xd9,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1f,0x03,0x00,0x00,
+0x47,0x00,0x04,0x00,0xd8,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1e,0x03,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x20,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x22,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x22,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x21,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x21,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -50840,78 +54406,78 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -50921,7 +54487,7 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -50931,10 +54497,10 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
@@ -50959,33 +54525,33 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x2f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x31,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x81,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x82,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x10,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xe9,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -51004,21 +54570,21 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x51,0x00,0x00,0x00,
 0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x0b,0x02,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x0b,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x0c,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x0c,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x30,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x5d,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
@@ -51026,20 +54592,20 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x5d,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x67,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x1f,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x20,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,
-0x20,0x00,0x04,0x00,0x21,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x21,0x03,0x00,0x00,
-0x22,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x6f,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x1e,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x1f,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x20,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x26,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -51049,159 +54615,159 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
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+0x14,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa8,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x47,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x47,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x47,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x48,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x47,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x61,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x60,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0x49,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0x59,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x58,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x58,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x5d,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5c,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -51223,68 +54789,68 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x31,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x26,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x22,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc2,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x38,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x38,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x36,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x1f,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x50,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x19,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x5e,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x1f,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
@@ -51292,145 +54858,145 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x6a,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x6e,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
-0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
+0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x82,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x19,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0x70,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x38,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x19,0x01,0x00,0x00,0x7d,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0x7c,0x03,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,0x7c,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x19,0x01,0x00,0x00,0x7b,0x03,0x00,0x00,
 0x44,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x70,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x7c,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
+0x7b,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
 0x51,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7d,0x03,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x03,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x19,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
-0x8c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x8c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
 0xab,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
-0x98,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x13,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x9a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x98,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x15,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
+0x9a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x81,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0xa2,0x03,0x00,0x00,0x7e,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0xa1,0x03,0x00,0x00,0x7e,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc4,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x9d,0x01,0x00,0x00,0xa2,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x01,0x00,0x00,0xa1,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xa2,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xa4,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x14,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xae,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xae,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x13,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0xb4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x19,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xab,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x13,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
-0x9a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0xba,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x15,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
+0x9a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x81,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
 0xc4,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,
-0xa2,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,
+0xa1,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,
 0xc2,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x01,0x00,0x00,0x59,0x03,0x00,0x00,0xc7,0x01,0x00,0x00,
+0xc9,0x01,0x00,0x00,0x58,0x03,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
-0x5a,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x59,0x03,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcc,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,
-0x61,0x03,0x00,0x00,0xda,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x60,0x03,0x00,0x00,0xda,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe3,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0xf4,0x01,0x00,0x00,
-0xf5,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xdd,0x01,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xf5,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xdd,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xf7,0x01,0x00,0x00,0xf6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0xf4,0x01,0x00,0x00,
-0xfb,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xdd,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0xf4,0x01,0x00,0x00,
+0xfb,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xdd,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xf9,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xfd,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0xf4,0x01,0x00,0x00,
-0x01,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x01,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x01,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0x03,0x02,0x00,0x00,
@@ -51438,169 +55004,169 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x00,0x00,0x02,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x05,0x02,0x00,0x00,0x41,0x00,0x07,0x00,0xf4,0x01,0x00,0x00,
-0x08,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x08,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x05,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x08,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0x0a,0x02,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x06,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x5a,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x59,0x03,0x00,0x00,
 0x0d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
-0x5d,0x03,0x00,0x00,0x11,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x16,0x02,0x00,0x00,0x61,0x03,0x00,0x00,
+0x5c,0x03,0x00,0x00,0x11,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x16,0x02,0x00,0x00,0x60,0x03,0x00,0x00,
 0x14,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x18,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x18,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x62,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xbf,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,
-0x63,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x62,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1a,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1e,0x02,0x00,0x00,0x19,0x02,0x00,0x00,
 0x1a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x20,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x20,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x67,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x19,0x02,0x00,0x00,
+0x66,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x19,0x02,0x00,0x00,
 0x4b,0x02,0x00,0x00,0x23,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x26,0x02,0x00,0x00,0x67,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x22,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x26,0x02,0x00,0x00,0x66,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x22,0x02,0x00,0x00,
 0x23,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x26,0x02,0x00,0x00,0x21,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x28,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x28,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x79,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x78,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0x29,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x79,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x2a,0x02,0x00,0x00,0x29,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
 0x29,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x29,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x67,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x66,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x79,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x67,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x38,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x66,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,
 0x38,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3e,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x3d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x02,0x00,0x00,
-0x3e,0x02,0x00,0x00,0x79,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x3e,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
 0x41,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x44,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x63,0x03,0x00,0x00,
+0x44,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x62,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0x45,0x02,0x00,0x00,
 0x83,0x01,0x00,0x00,0x44,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x47,0x02,0x00,0x00,
 0x32,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x47,0x02,0x00,0x00,0x46,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x79,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x78,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x28,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x67,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x66,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x20,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x68,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
+0x67,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
 0x79,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x68,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x67,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
 0x50,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x53,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x55,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x76,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x75,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x75,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x57,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x5b,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x56,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x02,0x00,0x00,0x68,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0x67,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,
-0x61,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x61,0x02,0x00,0x00,0x75,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x02,0x00,0x00,0x68,0x03,0x00,0x00,0x67,0x02,0x00,0x00,
+0x68,0x02,0x00,0x00,0x67,0x03,0x00,0x00,0x67,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
 0x65,0x02,0x00,0x00,0x68,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6c,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x6c,0x02,0x00,0x00,0x75,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x72,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x63,0x03,0x00,0x00,
+0x72,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x62,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0x73,0x02,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x72,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
 0x5f,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x75,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0x76,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0x75,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
-0x68,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x67,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x69,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x68,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xbd,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x69,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x68,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
 0x7e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x81,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x83,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6d,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
 0x86,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x85,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x89,0x02,0x00,0x00,
 0x84,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x84,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x84,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
-0x6f,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x6e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x8d,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
 0x8d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x93,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x93,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x71,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x70,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
 0xb7,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x71,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x95,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x70,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x95,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x99,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x69,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x68,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
 0x9d,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa2,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0xa2,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa2,0x02,0x00,0x00,0x70,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
-0x71,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x70,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
 0xa9,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
 0xa9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
@@ -51614,171 +55180,171 @@ unsigned char matmul_q5_k_f32_aligned_fp32_data[] = {
 0xaa,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xb2,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
-0x71,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x70,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x93,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x6e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0x6c,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x83,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
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-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,
-0x4a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
-0x4d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x03,0x00,0x00,0x33,0x03,0x00,0x00,0x34,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x37,0x03,0x00,0x00,
-0x4b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x35,0x03,0x00,0x00,
-0x37,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x03,0x00,0x00,0x38,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
-0xca,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,
-0x41,0x00,0x06,0x00,0xf4,0x01,0x00,0x00,0x3d,0x03,0x00,0x00,
-0x22,0x03,0x00,0x00,0x34,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x3d,0x03,0x00,0x00,0x3c,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x1e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x1e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x02,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,
-0x4d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xff,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xea,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x43,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0xfc,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xfe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xfe,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x40,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x00,0x03,0x00,0x00,
+0x01,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x04,0x03,0x00,0x00,0xff,0x02,0x00,0x00,0x00,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x06,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x3e,0x03,0x00,0x00,
+0x09,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x08,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x0c,0x03,0x00,0x00,
+0x07,0x03,0x00,0x00,0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x07,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x03,0x00,0x00,0xf4,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x14,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x12,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x13,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x18,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x18,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x17,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x14,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x14,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0x1b,0x03,0x00,0x00,0x12,0x03,0x00,0x00,0x07,0x03,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x1d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x1b,0x03,0x00,0x00,0x1c,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x27,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x26,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
+0x27,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x29,0x03,0x00,0x00,0x25,0x03,0x00,0x00,0x28,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,
+0xdc,0x02,0x00,0x00,0x29,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2e,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,
+0x49,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x30,0x03,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x34,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0x33,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,
+0x4a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x37,0x03,0x00,0x00,0x34,0x03,0x00,0x00,
+0x36,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x39,0x03,0x00,0x00,0x37,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
+0xca,0x00,0x00,0x00,0x39,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xf4,0x01,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x3c,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x1d,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x1d,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3e,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x01,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x03,0x00,0x00,
+0x4c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x00,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x42,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x49,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xde,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_k_f32_aligned_fp32_len = 12424;
 
 unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xac,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xab,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -51786,47 +55352,47 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
-0xe9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xda,0x02,0x00,0x00,
-0x23,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
+0xe9,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x22,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -51861,15 +55427,15 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf4,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xf4,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xda,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x03,0x00,0x00,
+0x47,0x00,0x04,0x00,0xd9,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1f,0x03,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x21,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x21,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x20,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x21,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x23,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
+0x20,0x03,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x22,0x03,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x22,0x03,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -51880,77 +55446,77 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -51959,8 +55525,8 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -51970,9 +55536,9 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -51999,31 +55565,31 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x18,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x18,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x3f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x81,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x82,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x10,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
-0xc3,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xc3,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -52031,7 +55597,7 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xe8,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xed,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x1d,0x00,0x03,0x00,0xf1,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xf2,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -52039,25 +55605,25 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0xf4,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xff,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x15,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x30,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
+0x15,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x30,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x30,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
 0x32,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x5e,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
@@ -52066,20 +55632,20 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x20,0x03,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x21,0x03,0x00,0x00,
-0x20,0x03,0x00,0x00,0x20,0x00,0x04,0x00,0x22,0x03,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x21,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x22,0x03,0x00,0x00,0x23,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x1f,0x03,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x20,0x03,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x21,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x35,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x34,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -52089,158 +55655,158 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
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-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
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-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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+0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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+0x17,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
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+0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
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+0x3b,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
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+0x4d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x69,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x49,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x49,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0x48,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x49,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x62,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x49,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xc2,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x59,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -52263,13 +55829,13 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x25,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x21,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
@@ -52278,25 +55844,25 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
+0x3f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x1e,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
@@ -52304,26 +55870,26 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
+0x61,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x63,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
@@ -52332,118 +55898,118 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
+0x81,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x18,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x18,0x01,0x00,0x00,0x81,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x18,0x01,0x00,0x00,0x80,0x03,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x18,0x01,0x00,0x00,
-0x80,0x03,0x00,0x00,0x44,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
+0x7f,0x03,0x00,0x00,0x44,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0x80,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x77,0x01,0x00,0x00,0x7f,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x7b,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x70,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x81,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
+0x80,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x18,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x96,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0xab,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
-0x99,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
+0x99,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x81,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xab,0x03,0x00,0x00,
+0x7f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xaa,0x03,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0xc3,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xab,0x03,0x00,0x00,
+0x78,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xaa,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xa1,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xa2,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xae,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
+0xae,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x18,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
 0xb9,0x01,0x00,0x00,0xab,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa9,0x00,0x06,0x00,0x13,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
-0xbb,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa9,0x00,0x06,0x00,0x15,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,
+0xbb,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,
 0xbc,0x01,0x00,0x00,0x81,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0xbe,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0x0c,0x00,0x08,0x00,0xc3,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0xbe,0x01,0x00,0x00,0xab,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xbe,0x01,0x00,0x00,0xaa,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa1,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc2,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x5a,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x59,0x03,0x00,0x00,
 0xc7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xcb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
 0xce,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x5b,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0x5a,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd5,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0xd5,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
-0xd5,0x01,0x00,0x00,0x5b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x12,0x00,0x00,0x00,
+0xd5,0x01,0x00,0x00,0x5a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xd9,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0xd7,0x01,0x00,0x00,
@@ -52451,9 +56017,9 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x01,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x01,0x00,0x00,0x4a,0x03,0x00,0x00,0x78,0x00,0x00,0x00,
+0xdf,0x01,0x00,0x00,0x49,0x03,0x00,0x00,0x79,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,
-0xdf,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
@@ -52461,190 +56027,190 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x5b,0x03,0x00,0x00,
+0xec,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x01,0x00,0x00,
 0xec,0x01,0x00,0x00,0xed,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,0xee,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x01,0x00,0x00,
-0x62,0x03,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x61,0x03,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xff,0x01,0x00,0x00,
-0x00,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xff,0x01,0x00,0x00,
+0x00,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfe,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x01,0x02,0x00,0x00,0x00,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa1,0x01,0x00,0x00,0x02,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xf0,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x02,0x02,0x00,0x00,
 0x01,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x5b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x5a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x08,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0x07,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,
-0x08,0x02,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x08,0x02,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xa1,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x0b,0x02,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xce,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xce,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
-0x5b,0x03,0x00,0x00,0x0e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5a,0x03,0x00,0x00,0x0e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xcb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x11,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x14,0x02,0x00,0x00,0x5e,0x03,0x00,0x00,0x12,0x02,0x00,0x00,
+0x14,0x02,0x00,0x00,0x5d,0x03,0x00,0x00,0x12,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,
-0x62,0x03,0x00,0x00,0x15,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x61,0x03,0x00,0x00,0x15,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x64,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x1f,0x02,0x00,0x00,0x64,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x1f,0x02,0x00,0x00,0x63,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x1b,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,0x24,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x68,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x67,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x23,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x27,0x02,0x00,0x00,0x22,0x02,0x00,0x00,
 0x23,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x29,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x29,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
+0x79,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x22,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x7a,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2b,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x79,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x2b,0x02,0x00,0x00,
 0x2a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x2f,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
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 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
-0xa2,0x02,0x00,0x00,0x72,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xa2,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
 0xa9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xab,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -52658,171 +56224,171 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x32,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,
 0xb4,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xb3,0x02,0x00,0x00,
 0xb5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x72,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x71,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x96,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x70,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x6f,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x6e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x84,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x69,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x64,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x63,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1b,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x49,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xc7,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xce,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
-0x12,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0x47,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0xdb,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
-0xd5,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x46,0x03,0x00,0x00,
-0xe3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xe2,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x44,0x03,0x00,0x00,0xeb,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
-0x4c,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xea,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xee,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
-0xea,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x4c,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
-0xf3,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x0f,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0x48,0x00,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xda,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdc,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x45,0x03,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xe1,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x43,0x03,0x00,0x00,0xea,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe9,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xed,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf2,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x4a,0x03,0x00,0x00,
 0x68,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
-0xfd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x00,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x00,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x42,0x03,0x00,0x00,0x03,0x03,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
-0x4e,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x02,0x03,0x00,0x00,0x03,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x06,0x03,0x00,0x00,0x01,0x03,0x00,0x00,
-0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x08,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x50,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x03,0x00,0x00,
-0x40,0x03,0x00,0x00,0x0b,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x50,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0a,0x03,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x0e,0x03,0x00,0x00,0x09,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0xf6,0x02,0x00,0x00,
-0x50,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x14,0x03,0x00,0x00,0x11,0x03,0x00,0x00,0x36,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x16,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x14,0x03,0x00,0x00,0x15,0x03,0x00,0x00,
-0x16,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x15,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x12,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
+0xfc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x41,0x03,0x00,0x00,0x02,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
+0x4d,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x01,0x03,0x00,0x00,0x02,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x05,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
+0x01,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x00,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x07,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,0x4f,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x09,0x03,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x0d,0x03,0x00,0x00,0x08,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x4f,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x13,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x15,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x13,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0x15,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x14,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x03,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
-0x1b,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x16,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x16,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc1,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
-0x09,0x03,0x00,0x00,0x1c,0x03,0x00,0x00,0x15,0x03,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x1f,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x1d,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,
-0x1f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x29,0x03,0x00,0x00,0x12,0x00,0x00,0x00,
-0x28,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0x27,0x03,0x00,0x00,
-0x2a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2c,0x03,0x00,0x00,0xde,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
-0x2c,0x03,0x00,0x00,0xf6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x2e,0x03,0x00,0x00,
-0x50,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
-0x32,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,0x34,0x03,0x00,0x00,
-0x35,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,
-0x36,0x03,0x00,0x00,0x38,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x39,0x03,0x00,0x00,
-0x50,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0x3c,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,
-0x3c,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xff,0x01,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x23,0x03,0x00,0x00,0x34,0x00,0x00,0x00,
-0x30,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x3e,0x03,0x00,0x00,
-0x3d,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x1f,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x1f,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x0b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0b,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x03,0x00,0x00,
-0x50,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x03,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x03,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x00,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x02,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,
-0x4b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x19,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x18,0x03,0x00,0x00,
+0x1a,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x15,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x15,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc1,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x13,0x03,0x00,0x00,
+0x08,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x1e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x1c,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x1e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x28,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
+0x27,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x29,0x03,0x00,0x00,0x28,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,0x26,0x03,0x00,0x00,
+0x29,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x03,0x00,0x00,0xdd,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x2b,0x03,0x00,0x00,0xf5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x31,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0x31,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x35,0x03,0x00,0x00,0x33,0x03,0x00,0x00,
+0x34,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x37,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,
+0x35,0x03,0x00,0x00,0x37,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,0x38,0x03,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xff,0x01,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0x35,0x00,0x00,0x00,
+0x2f,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x3d,0x03,0x00,0x00,
+0x3c,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x1e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x4f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x41,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x01,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,
+0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q5_k_f32_fp32_len = 12476;
 
 unsigned char matmul_q6_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x44,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x43,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -52831,47 +56397,47 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0xa5,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0xba,0x01,0x00,0x00,0xa4,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -52906,15 +56472,15 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x47,0x00,0x04,0x00,0xba,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa5,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xeb,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xec,0x02,0x00,0x00,
+0xa4,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xea,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xeb,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xec,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xec,0x02,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xee,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xeb,0x02,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xed,0x02,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xee,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -52925,77 +56491,77 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
@@ -53004,7 +56570,7 @@ unsigned char matmul_q6_k_f32_data[] = {
 0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -53014,10 +56580,10 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x07,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -53042,9 +56608,9 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x35,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x40,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x41,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x40,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x41,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x42,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x43,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
@@ -53052,57 +56618,57 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x49,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x66,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xab,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xab,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0xad,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xae,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xae,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb3,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb7,0x01,0x00,0x00,
+0xb3,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb7,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb8,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xb9,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xce,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
+0xce,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xd4,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xd4,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xd5,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xd5,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf9,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
 0xf8,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x10,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x26,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -53112,20 +56678,20 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xeb,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xec,0x02,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xed,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xed,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xea,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xeb,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xec,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xec,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x00,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xff,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -53135,158 +56701,158 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x31,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
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+0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
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+0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x12,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x12,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x13,0x03,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x12,0x03,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x8d,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0x26,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -53321,46 +56887,46 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x0b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,
-0x36,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x36,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
+0x50,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x29,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
+0x5a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
@@ -53370,37 +56936,37 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x44,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x67,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x29,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
-0x73,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
+0x73,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x27,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x27,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x49,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x81,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
@@ -53409,22 +56975,22 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x66,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x69,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x88,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8f,0x01,0x00,0x00,0x23,0x03,0x00,0x00,0x8d,0x01,0x00,0x00,
+0x8f,0x01,0x00,0x00,0x22,0x03,0x00,0x00,0x8d,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x91,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0x24,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x23,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x93,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x97,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
 0x93,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x92,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,
-0x24,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x23,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
@@ -53432,9 +56998,9 @@ unsigned char matmul_q6_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0xa0,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x13,0x03,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x12,0x03,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa2,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
@@ -53442,17 +57008,17 @@ unsigned char matmul_q6_k_f32_data[] = {
 0xfa,0x00,0x04,0x00,0xa8,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x24,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0xb3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0xb2,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x2a,0x03,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xc4,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xc5,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
-0xba,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
+0xba,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -53460,173 +57026,173 @@ unsigned char matmul_q6_k_f32_data[] = {
 0xb6,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc9,0x01,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xaa,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xca,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x24,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x23,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcf,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
-0xcf,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcf,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x66,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xd3,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xaa,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xaa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x94,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x94,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
-0x24,0x03,0x00,0x00,0xd6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x23,0x03,0x00,0x00,0xd6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xd9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdc,0x01,0x00,0x00,0x27,0x03,0x00,0x00,0xda,0x01,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x26,0x03,0x00,0x00,0xda,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,
-0x2b,0x03,0x00,0x00,0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2a,0x03,0x00,0x00,0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x8b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x8b,0x02,0x00,0x00,
 0xe4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe7,0x01,0x00,0x00,0x2d,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xe7,0x01,0x00,0x00,0x2c,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe3,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe7,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xe3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe2,0x01,0x00,0x00,0x15,0x02,0x00,0x00,0xec,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0x31,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x30,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xeb,0x01,0x00,0x00,0xec,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xef,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xeb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x43,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
+0x42,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xea,0x01,0x00,0x00,
 0x13,0x02,0x00,0x00,0xf2,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0x43,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0x42,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
 0xf2,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf7,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x31,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0x43,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x30,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xfd,0x01,0x00,0x00,0x42,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x04,0x02,0x00,0x00,0x01,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x07,0x02,0x00,0x00,0x04,0x02,0x00,0x00,
 0x06,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x09,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x43,0x03,0x00,0x00,
+0x09,0x02,0x00,0x00,0x07,0x02,0x00,0x00,0x42,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x09,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
-0x2d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
+0x2c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x44,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,
 0x0e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x10,0x02,0x00,0x00,
 0x11,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,0xff,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x11,0x02,0x00,0x00,0x0f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
-0x43,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x42,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x15,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x15,0x02,0x00,0x00,0x30,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xeb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x43,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,
-0x32,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x31,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x19,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1d,0x02,0x00,0x00,0x18,0x02,0x00,0x00,
 0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x18,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x40,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x18,0x02,0x00,0x00,
 0x41,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x25,0x02,0x00,0x00,0x3f,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x21,0x02,0x00,0x00,
 0x20,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x25,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x21,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x20,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2d,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
+0x2d,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x3f,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
 0x31,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x33,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,0x32,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
 0x35,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x40,0x03,0x00,0x00,
+0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x3f,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
 0x38,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x2d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
+0x2c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
 0x3d,0x02,0x00,0x00,0xaf,0x01,0x00,0x00,0x3c,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x3d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x10,0x02,0x00,0x00,
 0x3f,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x3f,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
-0x40,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x21,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x32,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x43,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x19,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x19,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x33,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x32,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x47,0x02,0x00,0x00,0x48,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x4b,0x02,0x00,0x00,0x46,0x02,0x00,0x00,
 0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x37,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
+0x36,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
 0x87,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x37,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4f,0x02,0x00,0x00,
 0x50,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x53,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x55,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x39,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
 0x58,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x5b,0x02,0x00,0x00,0x39,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x5b,0x02,0x00,0x00,0x38,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x57,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x5b,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x56,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x56,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x63,0x02,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x5f,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x63,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
 0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
-0x33,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x32,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
-0x39,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x69,0x02,0x00,0x00,0x67,0x02,0x00,0x00,0x68,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
-0x37,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x36,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
 0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x6e,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
-0x6b,0x02,0x00,0x00,0x3b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x6b,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x10,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0xfb,0x01,0x00,0x00,
 0x72,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0x74,0x02,0x00,0x00,0x73,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -53643,171 +57209,171 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x75,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x7e,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
-0x3b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0x39,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x38,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x57,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x37,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x36,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0x33,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x32,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x02,0x00,0x00,0x2d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x2c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe3,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
-0x13,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x12,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x92,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x98,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x9d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x9f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xa5,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0x11,0x03,0x00,0x00,0xae,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
-0x14,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xb1,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
-0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb3,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
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+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd8,0x02,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xe0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xde,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x16,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xe6,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xe9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe7,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x16,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfa,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,0x18,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x13,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x16,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x00,0x03,0x00,0x00,0xfe,0x02,0x00,0x00,0xff,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x14,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
+0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0x03,0x03,0x00,0x00,0x18,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x06,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xc5,0x01,0x00,0x00,0x08,0x03,0x00,0x00,
+0xed,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x08,0x03,0x00,0x00,0x07,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x18,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x16,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x14,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x13,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q6_k_f32_len = 11764;
 
 unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x65,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x64,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,
@@ -53816,47 +57382,47 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
-0xb9,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
+0xb9,0x01,0x00,0x00,0xc5,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
@@ -53894,15 +57460,15 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x47,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc6,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0c,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x0d,0x03,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x03,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x0c,0x03,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x0d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x0d,0x03,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0f,0x03,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x0c,0x03,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0e,0x03,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0f,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -53913,78 +57479,78 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -53993,8 +57559,8 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xc0,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
@@ -54004,9 +57570,9 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -54030,9 +57596,9 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x35,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x40,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x41,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x40,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x41,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x42,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x43,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
@@ -54040,24 +57606,24 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x49,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x66,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xad,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xa8,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xad,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xae,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xad,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0xaf,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -54081,21 +57647,21 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xf5,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xf6,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x19,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x1a,0x02,0x00,0x00,0x2e,0x01,0x00,0x00,0x19,0x02,0x00,0x00,
 0x20,0x00,0x04,0x00,0x1b,0x02,0x00,0x00,0x07,0x00,0x00,0x00,
 0x1a,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
+0x2b,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x31,0x02,0x00,0x00,
 0x07,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
@@ -54104,20 +57670,20 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x48,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x52,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xbe,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x0c,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x0d,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
-0x20,0x00,0x04,0x00,0x0e,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x0e,0x03,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x21,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x5a,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x0b,0x03,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x0c,0x03,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x20,0x00,0x04,0x00,0x0d,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x3b,0x00,0x04,0x00,0x0d,0x03,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -54127,159 +57693,159 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
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 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0xc1,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x32,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x33,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x32,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x4b,0x03,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x33,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xde,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0x44,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x43,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x44,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x48,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x47,0x03,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -54292,12 +57858,12 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x06,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
 0x06,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x15,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x15,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
 0x15,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
@@ -54314,46 +57880,46 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x49,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
-0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x5b,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
+0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
@@ -54362,37 +57928,37 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x66,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x67,0x01,0x00,0x00,
 0x65,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x69,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x69,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x20,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x20,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x49,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
 0x74,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
-0x79,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
+0x79,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x2c,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
-0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
+0x82,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x84,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
@@ -54402,43 +57968,43 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x88,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,
-0x44,0x03,0x00,0x00,0x8d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x43,0x03,0x00,0x00,0x8d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x45,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0x44,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x45,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x44,0x03,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x93,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x97,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x92,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x45,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x44,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x9f,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x9f,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x4b,0x03,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xbb,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
-0xb9,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xb9,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,
 0xbd,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,0xac,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xbf,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
-0xac,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0xac,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0xbb,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xc4,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
@@ -54446,8 +58012,8 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xc6,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0xac,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0xbb,0x01,0x00,0x00,
-0xca,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xca,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xcb,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -54456,8 +58022,8 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xcc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd0,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xbb,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xb9,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xb9,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
 0xd3,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,
@@ -54466,8 +58032,8 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,
 0xac,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0xbb,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xda,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
@@ -54475,8 +58041,8 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xdc,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xac,0x01,0x00,0x00,
 0xde,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0xbb,0x01,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0xe1,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
 0xe1,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -54485,7 +58051,7 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0xe3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0xac,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0xbb,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
-0xb9,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0xb9,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,
@@ -54495,170 +58061,170 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
 0xac,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0xbb,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xcf,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xf2,0x01,0x00,0x00,0xf1,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,0xf4,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xf4,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0x45,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x01,0x00,0x00,0x44,0x03,0x00,0x00,
 0xf7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,
-0x48,0x03,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x47,0x03,0x00,0x00,0xfb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x4b,0x03,0x00,0x00,
 0xfe,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x02,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x02,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x93,0x01,0x00,0x00,0xac,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
-0x4e,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x4d,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x08,0x02,0x00,0x00,0x03,0x02,0x00,0x00,
 0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x52,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
+0x51,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
 0x36,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x52,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0c,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x51,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0c,0x02,0x00,0x00,
 0x0d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x10,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,0x0c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x12,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x12,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x64,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x34,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x34,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x18,0x02,0x00,0x00,0x64,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x18,0x02,0x00,0x00,0x63,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x14,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x18,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x13,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x02,0x00,0x00,0x52,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x1e,0x02,0x00,0x00,0x51,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
-0x1e,0x02,0x00,0x00,0x64,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x02,0x00,0x00,0x52,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
+0x1e,0x02,0x00,0x00,0x63,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x24,0x02,0x00,0x00,0x51,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,
 0x22,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x28,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x27,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
-0x28,0x02,0x00,0x00,0x64,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x28,0x02,0x00,0x00,0x63,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,
 0x44,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x30,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x31,0x02,0x00,0x00,0x32,0x02,0x00,0x00,
 0x1c,0x02,0x00,0x00,0x20,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x32,0x02,0x00,0x00,0x30,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x64,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,0x63,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x12,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x0d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x52,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x51,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x0a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x38,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x53,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
+0x52,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x0c,0x02,0x00,0x00,
 0x64,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x52,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3a,0x02,0x00,0x00,
 0x3b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x3e,0x02,0x00,0x00,0x39,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x39,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x60,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
 0x41,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x46,0x02,0x00,0x00,0x61,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x46,0x02,0x00,0x00,0x60,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x42,0x02,0x00,0x00,0x41,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x46,0x02,0x00,0x00,
 0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x41,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x53,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x4c,0x02,0x00,0x00,0x52,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x61,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x59,0x00,0x00,0x00,
+0x4c,0x02,0x00,0x00,0x60,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x02,0x00,0x00,0x53,0x03,0x00,0x00,0x52,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0x52,0x03,0x00,0x00,0x52,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
 0x50,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x57,0x02,0x00,0x00,0x54,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x02,0x00,0x00,
-0x57,0x02,0x00,0x00,0x61,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x57,0x02,0x00,0x00,0x60,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
 0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x4d,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0x66,0x01,0x00,0x00,0x5e,0x02,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x5d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2e,0x01,0x00,0x00,0x5f,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x31,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
 0x4a,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x60,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x61,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x60,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3b,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
-0x53,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x52,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x66,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x66,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x54,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x53,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
 0xaa,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x68,0x02,0x00,0x00,
 0x69,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6c,0x02,0x00,0x00,0x67,0x02,0x00,0x00,0x68,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x58,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x57,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
 0x71,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x58,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x74,0x02,0x00,0x00,0x57,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x74,0x02,0x00,0x00,
 0x6f,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x6f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x59,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x6f,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x5a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x59,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x78,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,0x77,0x02,0x00,0x00,
 0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x7e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x5c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
+0x5b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
 0xa4,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x80,0x02,0x00,0x00,
 0x7f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x84,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x5a,0x03,0x00,0x00,
+0x88,0x02,0x00,0x00,0x86,0x02,0x00,0x00,0x59,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
 0x88,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x58,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x57,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x8d,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x5c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x31,0x02,0x00,0x00,
+0x5b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x31,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x1c,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,0x95,0x02,0x00,0x00,
 0x94,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
@@ -54674,172 +58240,172 @@ unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
 0x9d,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9f,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x5c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x5b,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0x5a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x59,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x71,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x58,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x57,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x6e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x69,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0x54,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0x53,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x66,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x05,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
-0x4e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x02,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0x34,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0x97,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcc,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x35,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0x32,0x03,0x00,0x00,0xcf,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0x35,0x03,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xce,0x02,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xd2,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
-0xd7,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xda,0x02,0x00,0x00,0x36,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xd6,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x02,0x00,0x00,
-0xd5,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xd5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0x36,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0xb4,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
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-0xf9,0x00,0x02,0x00,0xf4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,0x38,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xee,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,
-0x36,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xcf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x03,0x00,0x00,0x35,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xce,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x1f,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,0x37,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x03,0x00,0x00,
+0x1f,0x03,0x00,0x00,0x20,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x35,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x24,0x03,0x00,0x00,0x21,0x03,0x00,0x00,0x23,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x03,0x00,0x00,
+0x24,0x03,0x00,0x00,0x39,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
+0x26,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x28,0x03,0x00,0x00,0x27,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xbb,0x01,0x00,0x00,0x29,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x35,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x29,0x03,0x00,0x00,0x28,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x03,0x00,0x00,0x39,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xee,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,0x37,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xed,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x35,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xce,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xce,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x31,0x03,0x00,0x00,0x34,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q6_k_f32_aligned_len = 12324;
 
 unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x3c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x3b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -54847,47 +58413,47 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0xaf,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x9d,0x02,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
+0xaf,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -54922,15 +58488,15 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb6,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb6,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe3,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9c,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe2,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xe4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xe4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xe3,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xe4,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe6,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe5,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -54941,78 +58507,78 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
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+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -55022,7 +58588,7 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -55032,10 +58598,10 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x40,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
@@ -55060,32 +58626,32 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x44,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x44,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x4a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x52,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x65,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x8a,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x8a,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xab,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xad,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
@@ -55104,21 +58670,21 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0xcf,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd0,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xd4,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xf4,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x05,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x05,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x20,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x21,0x02,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
@@ -55126,20 +58692,20 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x33,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x9d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xe3,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xe4,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xe5,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xeb,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x9c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xe2,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xe3,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xe4,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xe4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -55149,158 +58715,158 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
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 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x1f,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x1e,0x03,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xd7,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0x0b,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0a,0x03,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -55336,45 +58902,45 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
 0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x2d,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x4a,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x2a,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x2a,0x01,0x00,0x00,
 0x4f,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x4a,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x2a,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
+0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x53,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
 0x2d,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,
@@ -55383,37 +58949,37 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x45,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x4a,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x34,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x34,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2a,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x2a,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
+0x72,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x28,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x28,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x4a,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x77,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x2a,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x2a,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
-0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x7d,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
+0xa9,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x2d,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
-0x80,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x80,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
@@ -55421,48 +58987,48 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x86,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x86,0x01,0x00,0x00,0x85,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x8b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x1a,0x03,0x00,0x00,0x8b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0x1b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xd3,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x91,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x95,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x90,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,
-0x9d,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x23,0x03,0x00,0x00,
+0x9d,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x22,0x03,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0xa1,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
 0x9a,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xaa,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0xb8,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xaa,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xbb,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbd,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0xbd,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0xb8,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xc0,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xbd,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc1,0x01,0x00,0x00,
 0xc0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc3,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0xb8,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
@@ -55470,168 +59036,168 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0xc6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xca,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0xc9,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0xb8,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
-0xb6,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xc9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xca,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x01,0x00,0x00,
 0xcd,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd3,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,0xd1,0x01,0x00,0x00,
+0xd3,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0xd1,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x01,0x00,0x00,0x1e,0x03,0x00,0x00,
 0xd5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xda,0x01,0x00,0x00,0x23,0x03,0x00,0x00,0xd8,0x01,0x00,0x00,
+0xda,0x01,0x00,0x00,0x22,0x03,0x00,0x00,0xd8,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdc,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x25,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
+0x24,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
 0x83,0x02,0x00,0x00,0xdf,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,0x25,0x03,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,0x24,0x03,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x01,0x00,0x00,
 0xdf,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe2,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x29,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x28,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x0f,0x02,0x00,0x00,
 0xe7,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xea,0x01,0x00,0x00,0x29,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0xea,0x01,0x00,0x00,0x28,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xe6,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xea,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,0xed,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xee,0x01,0x00,0x00,0xed,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xf2,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
-0x29,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x28,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0xf8,0x01,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x3a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x29,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x28,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,
 0xfe,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x02,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x01,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
 0xff,0x01,0x00,0x00,0x01,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x06,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
-0x06,0x02,0x00,0x00,0x25,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x06,0x02,0x00,0x00,0x24,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0x09,0x02,0x00,0x00,0x45,0x01,0x00,0x00,
 0x08,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x09,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0xf6,0x01,0x00,0x00,
 0xfa,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x0b,0x02,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x02,0x00,0x00,0x3b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x0d,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x29,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0x28,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x11,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x11,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x3d,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x29,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x3d,0x02,0x00,0x00,
 0x14,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x17,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x17,0x02,0x00,0x00,0x29,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x13,0x02,0x00,0x00,0x14,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x17,0x02,0x00,0x00,
 0x12,0x02,0x00,0x00,0x13,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x12,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x19,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x37,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x12,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
-0x38,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x37,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x1b,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1f,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
 0x1b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x1a,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x02,0x00,0x00,
-0x2a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x29,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x25,0x02,0x00,0x00,
-0x38,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x29,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x37,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x29,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x2a,0x03,0x00,0x00,0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x29,0x03,0x00,0x00,0x2b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2d,0x02,0x00,0x00,0x29,0x02,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x02,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2f,0x02,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
 0x2d,0x02,0x00,0x00,0x2f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x30,0x02,0x00,0x00,
-0x38,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x37,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x34,0x02,0x00,0x00,0x32,0x02,0x00,0x00,0x33,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x34,0x02,0x00,0x00,0x25,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x34,0x02,0x00,0x00,0x24,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0x65,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0xaf,0x01,0x00,0x00,
 0x36,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x38,0x02,0x00,0x00,0x37,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x23,0x02,0x00,0x00,
 0x27,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x39,0x02,0x00,0x00,
 0x38,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x02,0x00,0x00,0x38,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3b,0x02,0x00,0x00,0x37,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x19,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,0x29,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x11,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x13,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x13,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
 0x42,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x45,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x45,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x45,0x02,0x00,0x00,
 0x40,0x02,0x00,0x00,0x41,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x40,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x40,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
-0x2f,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x2e,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x4d,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x31,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
+0x30,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
 0x7d,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x55,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x51,0x02,0x00,0x00,
 0x52,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x55,0x02,0x00,0x00,0x50,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x33,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
 0x58,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x5d,0x02,0x00,0x00,0x33,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x32,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x5d,0x02,0x00,0x00,
 0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x5f,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x5f,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x5f,0x02,0x00,0x00,0x30,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,0x62,0x00,0x00,0x00,
+0x65,0x02,0x00,0x00,0x2e,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,
 0x63,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
-0x33,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x32,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,
 0xf6,0x01,0x00,0x00,0x6c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
@@ -55645,172 +59211,172 @@ unsigned char matmul_q6_k_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
 0x74,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x76,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,
-0x31,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x30,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7f,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x2e,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x49,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
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+0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0xc5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xc4,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc8,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x10,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xd0,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xd8,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd6,0x02,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd8,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0xe1,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdf,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x14,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
+0xe9,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xed,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf0,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,
+0xf0,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
-0xf7,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x11,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcd,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0xb8,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0xe6,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x01,0x03,0x00,0x00,0x00,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xce,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xce,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x03,0x03,0x00,0x00,0x11,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
-0x0d,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x09,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa5,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xf6,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x10,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xff,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0xb8,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
+0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x08,0x03,0x00,0x00,0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q6_k_f32_aligned_fp32_len = 11592;
 
 unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x3d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x3c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -55818,47 +59384,47 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
-0xad,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0xad,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x9d,0x02,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -55893,15 +59459,15 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb8,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9e,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe4,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9d,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe3,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xe5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xe5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xe4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xe5,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe7,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe7,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe6,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -55912,77 +59478,77 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -55991,8 +59557,8 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -56002,9 +59568,9 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
@@ -56030,31 +59596,31 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x2e,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x3b,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x42,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x43,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x49,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x52,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x65,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x8a,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x8a,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xab,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
@@ -56062,7 +59628,7 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0xab,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0xac,0x01,0x00,0x00,
 0xad,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0xb5,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xb7,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
@@ -56070,25 +59636,25 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc3,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xd0,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xd0,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0xd1,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xf6,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x21,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x22,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
@@ -56096,20 +59662,20 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x22,0x02,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x2c,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x34,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xe4,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0xe5,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x34,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x63,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xe3,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0xe4,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0xe5,0x02,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -56119,159 +59685,159 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
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-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
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+0x17,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
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+0x24,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
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+0x2b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
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+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
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+0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
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+0x56,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
+0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x0b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x24,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0x23,0x03,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x1b,0x03,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x20,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x1f,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
@@ -56306,46 +59872,46 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x49,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x29,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x96,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
-0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x5b,0x01,0x00,0x00,0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
@@ -56353,37 +59919,37 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x66,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x6d,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x29,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x7c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x13,0x00,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
+0x7c,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x13,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x13,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
 0x82,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
 0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
@@ -56391,22 +59957,22 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x65,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x86,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x1c,0x03,0x00,0x00,0x8b,0x01,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x1b,0x03,0x00,0x00,0x8b,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
-0x1d,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x1c,0x03,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x91,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x95,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
 0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x1d,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x9c,0x01,0x00,0x00,0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x9c,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x9c,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
@@ -56414,9 +59980,9 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0x9e,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x0b,0x03,0x00,0x00,0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
 0xc1,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa0,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xa0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0xc1,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x90,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
@@ -56424,190 +59990,190 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0xfa,0x00,0x04,0x00,0xa6,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
 0xc7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xa7,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xb4,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
 0xb0,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x24,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x23,0x03,0x00,0x00,
 0xbf,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0xc2,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xc3,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
-0xb8,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
+0xb8,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0xc4,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x65,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0xad,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc6,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xca,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
+0xca,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
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+0x2b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x14,0x02,0x00,0x00,
 0x82,0x02,0x00,0x00,0x43,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x2c,0x03,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x46,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x42,0x02,0x00,0x00,
 0x43,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x46,0x02,0x00,0x00,0x41,0x02,0x00,0x00,0x42,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x41,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
 0x4b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x30,0x03,0x00,0x00,0x60,0x00,0x00,0x00,
+0x4e,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x4a,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x4e,0x02,0x00,0x00,
 0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x49,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x49,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x53,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x56,0x02,0x00,0x00,
-0x32,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x31,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x52,0x02,0x00,0x00,0x53,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x56,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
 0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x34,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
+0x33,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
 0x7c,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,0x34,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5a,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,0x33,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5a,0x02,0x00,0x00,
 0x59,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x5e,0x02,0x00,0x00,0x59,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x62,0x02,0x00,0x00,0x60,0x02,0x00,0x00,0x32,0x03,0x00,0x00,
+0x62,0x02,0x00,0x00,0x60,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
 0x62,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x67,0x02,0x00,0x00,0x64,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,
-0x67,0x02,0x00,0x00,0x34,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x67,0x02,0x00,0x00,0x33,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x66,0x02,0x00,0x00,
-0x34,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0x33,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
 0x6e,0x02,0x00,0x00,0xf7,0x01,0x00,0x00,0x6d,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,
 0x6e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
@@ -56621,171 +60187,171 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x6f,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x77,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x34,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x33,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x53,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x02,0x00,0x00,0x32,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x7e,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x52,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x43,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x82,0x02,0x00,0x00,
-0x2c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x02,0x00,0x00,0x26,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0x25,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0b,0x03,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x95,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
 0x8b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x98,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
-0x9d,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
-0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0xa7,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
-0x0d,0x03,0x00,0x00,0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xaa,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
-0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xac,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0e,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x08,0x03,0x00,0x00,0xaf,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xae,0x02,0x00,0x00,
-0xaf,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xb2,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0x2c,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0x68,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0x48,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
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+0xec,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xee,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfe,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0xc3,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x01,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xce,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xce,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x11,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
+0x0f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x07,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q6_k_f32_fp32_len = 11644;
 
 unsigned char matmul_q8_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xf2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xf1,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -56793,47 +60359,47 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x51,0x02,0x00,0x00,
-0x9a,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x5b,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x50,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -56862,15 +60428,15 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x66,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x66,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x51,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x96,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x98,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x98,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x97,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x98,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x9a,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x99,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x99,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -56881,77 +60447,77 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
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+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -56960,8 +60526,8 @@ unsigned char matmul_q8_0_f32_data[] = {
 0xbf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
@@ -56971,9 +60537,9 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
@@ -56993,9 +60559,9 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x15,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x26,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
@@ -57003,51 +60569,51 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x2d,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x57,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x57,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x59,0x01,0x00,0x00,
 0x02,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x5a,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x5a,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x63,0x01,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x63,0x01,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x64,0x01,0x00,0x00,
 0x63,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x65,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x65,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x71,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x80,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x80,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x81,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x81,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa5,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
 0xa4,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa6,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xbc,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
@@ -57057,20 +60623,20 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x14,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x51,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x97,0x02,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x98,0x02,0x00,0x00,
-0x97,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x99,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x99,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x96,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x97,0x02,0x00,0x00,
+0x96,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x98,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x98,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xac,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
@@ -57080,158 +60646,158 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
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 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc1,0x02,0x00,0x00,0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xc0,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x39,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x8d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0x38,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
@@ -57240,23 +60806,23 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
 0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x03,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
 0x10,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
@@ -57269,38 +60835,38 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x28,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x73,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x39,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd0,0x02,0x00,0x00,0x39,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x84,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3f,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x43,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x49,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x4e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
@@ -57308,18 +60874,18 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x56,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x54,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0x60,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x60,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x6e,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6e,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x71,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
@@ -57327,173 +60893,173 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x3e,0x00,0x03,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x56,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x76,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x79,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x79,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x79,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x78,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x56,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x56,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x82,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x86,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x86,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0x89,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x8d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3f,0x01,0x00,0x00,0x37,0x02,0x00,0x00,0x90,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
-0xdb,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xda,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x8f,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x93,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0x8f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x95,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x95,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
+0xde,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x98,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x97,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0xde,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x97,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x9b,0x01,0x00,0x00,0x96,0x01,0x00,0x00,0x97,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x96,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x9d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x9f,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa3,0x01,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9e,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0xa9,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x01,0x00,0x00,0xde,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0xad,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x65,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xb3,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xb3,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
 0xb6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xb9,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0xda,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x02,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xbc,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xbd,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,0xf0,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x9d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x9f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x98,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x95,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x97,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc3,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
 0xef,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc9,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,0xc5,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc4,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xcb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0xed,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xd1,0x01,0x00,0x00,0xee,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xd1,0x01,0x00,0x00,0xed,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
 0xcc,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xcc,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xd7,0x01,0x00,0x00,0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0xd7,0x01,0x00,0x00,0xed,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xde,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,0xdd,0x01,0x00,0x00,
+0xde,0x01,0x00,0x00,0xdf,0x02,0x00,0x00,0xdd,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,
 0xdb,0x01,0x00,0x00,0xde,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0x68,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0xe1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe4,0x01,0x00,0x00,
-0xe2,0x01,0x00,0x00,0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xe2,0x01,0x00,0x00,0xed,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xe8,0x01,0x00,0x00,0xe6,0x01,0x00,0x00,0xda,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x02,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xbc,0x01,0x00,0x00,0xeb,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xeb,0x01,0x00,0x00,0xea,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x01,0x00,0x00,0xee,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcb,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf1,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x35,0x02,0x00,0x00,0xf4,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf3,0x01,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf7,0x01,0x00,0x00,0xf2,0x01,0x00,0x00,0xf3,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf2,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf9,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0x33,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0x33,0x02,0x00,0x00,
 0xfc,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xff,0x01,0x00,0x00,0xe5,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0xff,0x01,0x00,0x00,0xe4,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xfb,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xff,0x01,0x00,0x00,
 0xfa,0x01,0x00,0x00,0xfb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfa,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x01,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x01,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xfa,0x01,0x00,0x00,0x31,0x02,0x00,0x00,0x04,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x07,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe6,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x03,0x02,0x00,0x00,0x04,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x07,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
 0x03,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x02,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x09,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x09,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
 0x2f,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0b,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x0f,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0b,0x02,0x00,0x00,
 0x0a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x0f,0x02,0x00,0x00,0x0a,0x02,0x00,0x00,0x0b,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x13,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x13,0x02,0x00,0x00,0x11,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x13,0x02,0x00,0x00,0x14,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x17,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x18,0x02,0x00,0x00,0x15,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
-0x18,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x18,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1e,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xbc,0x01,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xbc,0x01,0x00,0x00,
 0x1f,0x02,0x00,0x00,0xa7,0x01,0x00,0x00,0x1e,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x20,0x02,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
@@ -57509,172 +61075,172 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x21,0x02,0x00,0x00,
 0x28,0x02,0x00,0x00,0x2b,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x2a,0x02,0x00,0x00,0x2c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x01,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x03,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x33,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x33,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfb,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf3,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x90,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
-0xdb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xda,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3f,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3f,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x45,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x44,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x52,0x02,0x00,0x00,0x51,0x02,0x00,0x00,
+0x44,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x49,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
+0x49,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x51,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
-0x53,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x55,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,
-0x5a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x5d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x62,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x65,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x61,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x65,0x02,0x00,0x00,
-0x60,0x02,0x00,0x00,0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
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-0x71,0x01,0x00,0x00,0xb5,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x96,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x96,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x82,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbd,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x59,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xaa,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xb1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x71,0x01,0x00,0x00,0xb4,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x95,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x58,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q8_0_f32_len = 10608;
 
 unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x15,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x14,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -57682,47 +61248,47 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x74,0x02,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x73,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3d,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -57754,15 +61320,15 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x66,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x66,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x74,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x02,0x00,0x00,
+0x47,0x00,0x04,0x00,0x73,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xba,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xbb,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbd,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbd,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xba,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xbc,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -57773,78 +61339,78 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
@@ -57854,7 +61420,7 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -57864,10 +61430,10 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x03,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -57886,9 +61452,9 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x16,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x28,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -57897,17 +61463,17 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x03,0x01,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x39,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x5c,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
@@ -57932,21 +61498,21 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xac,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,
+0xac,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xc8,0x01,0x00,0x00,
 0x03,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0xc9,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xdf,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
 0x03,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -57956,20 +61522,20 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x08,0x02,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
 0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x74,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xba,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0xbb,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0xbc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x73,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0xb9,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xba,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
+0xbb,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
@@ -57979,158 +61545,158 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
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 0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
 0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf8,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0xab,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0x85,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
-0xe4,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe3,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0xde,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
-0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
 0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
@@ -58139,23 +61705,23 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0xff,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x0d,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x16,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x04,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x16,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x16,0x01,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x04,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
 0x50,0x00,0x05,0x00,0x11,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
@@ -58168,50 +61734,50 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x2f,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x2f,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2e,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x35,0x01,0x00,0x00,
 0x34,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0xf4,0x02,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x3c,0x01,0x00,0x00,0xf3,0x02,0x00,0x00,0x3a,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
-0xf5,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xf4,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x44,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
-0x7e,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7f,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x77,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0xfc,0x02,0x00,0x00,0x4d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xfb,0x02,0x00,0x00,0x4d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x79,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x7a,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x69,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x69,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2e,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x6c,0x01,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x6e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x71,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
@@ -58220,7 +61786,7 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x68,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x78,0x01,0x00,0x00,0x77,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x03,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
@@ -58229,8 +61795,8 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x81,0x01,0x00,0x00,0x80,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -58239,8 +61805,8 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x84,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x87,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
 0x88,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
@@ -58249,8 +61815,8 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
 0x68,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
 0x03,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,0x92,0x01,0x00,0x00,
@@ -58258,7 +61824,7 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,
-0x97,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x97,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0x50,0x01,0x00,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
 0x97,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
@@ -58268,7 +61834,7 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x99,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x41,0x00,0x08,0x00,0x68,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
+0x66,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
@@ -58276,162 +61842,162 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0xa2,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,
-0xf5,0x02,0x00,0x00,0xa5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf4,0x02,0x00,0x00,0xa5,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x40,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0xf8,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,
+0xab,0x01,0x00,0x00,0xf7,0x02,0x00,0x00,0xa9,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
-0xfc,0x02,0x00,0x00,0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfb,0x02,0x00,0x00,0xac,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x5a,0x02,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xb6,0x01,0x00,0x00,0xfe,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0xfd,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb2,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb6,0x01,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb1,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xb1,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
-0x02,0x03,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x01,0x03,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xba,0x01,0x00,0x00,0xbb,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xba,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x14,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
+0x13,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,
 0xe2,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x14,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x13,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xc6,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,0xc2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x14,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xce,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x13,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd3,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,
-0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,
 0xd5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0x14,0x03,0x00,0x00,
+0xd8,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,0x13,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
 0xd8,0x01,0x00,0x00,0xd9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,0xda,0x01,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0xdd,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xdf,0x01,0x00,0x00,
 0xe0,0x01,0x00,0x00,0xca,0x01,0x00,0x00,0xce,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xe0,0x01,0x00,0x00,0xde,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
-0x14,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x13,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbb,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe4,0x01,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe4,0x01,0x00,0x00,0x01,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xba,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xba,0x01,0x00,0x00,0x12,0x02,0x00,0x00,0xe9,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0x03,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x02,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xe8,0x01,0x00,0x00,0xe9,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xec,0x01,0x00,0x00,0xe7,0x01,0x00,0x00,
 0xe8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe7,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x11,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
+0x10,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
 0x10,0x02,0x00,0x00,0xef,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x11,0x03,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x10,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xf0,0x01,0x00,0x00,
 0xef,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0xf4,0x01,0x00,0x00,0xef,0x01,0x00,0x00,0xf0,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0x03,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,0x02,0x03,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x11,0x03,0x00,0x00,
+0xfc,0x01,0x00,0x00,0xfa,0x01,0x00,0x00,0x10,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x03,0x03,0x00,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x02,0x00,0x00,0x02,0x03,0x00,0x00,
 0x00,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x02,0x02,0x00,0x00,0xfe,0x01,0x00,0x00,0x01,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x02,0x00,0x00,
-0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x02,0x02,0x00,0x00,
 0x04,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x02,0x00,0x00,0x05,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
+0x07,0x02,0x00,0x00,0x05,0x02,0x00,0x00,0x10,0x03,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,
 0x07,0x02,0x00,0x00,0x08,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0b,0x02,0x00,0x00,0x09,0x02,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x2e,0x01,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x5e,0x01,0x00,0x00,0x0b,0x02,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x0d,0x02,0x00,0x00,
 0x0c,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xdf,0x01,0x00,0x00,
 0x0e,0x02,0x00,0x00,0xf8,0x01,0x00,0x00,0xfc,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x0e,0x02,0x00,0x00,0x0d,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,
-0x11,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x10,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x14,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x58,0x02,0x00,0x00,0x17,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x03,0x03,0x00,0x00,0xbf,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x16,0x02,0x00,0x00,0x17,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1a,0x02,0x00,0x00,0x15,0x02,0x00,0x00,
 0x16,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x15,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x08,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
+0x07,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x56,0x02,0x00,0x00,0x1f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
-0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1e,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x22,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1e,0x02,0x00,0x00,
 0x1f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x22,0x02,0x00,0x00,0x1d,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x1d,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
 0x27,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x2a,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2a,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x26,0x02,0x00,0x00,0x27,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2a,0x02,0x00,0x00,
 0x25,0x02,0x00,0x00,0x26,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x25,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x2c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x25,0x02,0x00,0x00,0x52,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x0b,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x2e,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x32,0x02,0x00,0x00,0x2d,0x02,0x00,0x00,
 0x2e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2d,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x03,0x03,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x34,0x02,0x00,0x00,
-0x0a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x09,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x38,0x02,0x00,0x00,0x36,0x02,0x00,0x00,0x37,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
-0x08,0x03,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x07,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x02,0x00,0x00,0x38,0x02,0x00,0x00,
 0x3a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x3b,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x3a,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
 0xdf,0x01,0x00,0x00,0x42,0x02,0x00,0x00,0xca,0x01,0x00,0x00,
 0x41,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x43,0x02,0x00,0x00,0x42,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
@@ -58448,219 +62014,219 @@ unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x44,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x4e,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x4d,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0b,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x2c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x2e,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x27,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x27,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x54,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x24,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x26,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x08,0x03,0x00,0x00,
+0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x17,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x17,0x02,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x03,0x03,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x14,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x16,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb3,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5a,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x5a,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,
-0xe4,0x02,0x00,0x00,0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe3,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x96,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x97,0x00,0x00,0x00,
 0x61,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x67,0x02,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x67,0x02,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
 0xa8,0x00,0x00,0x00,0x67,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x6e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x73,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
-0x74,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x76,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x02,0x00,0x00,
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+0x99,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x82,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x9b,0x02,0x00,0x00,
+0x9c,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x9f,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xa4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa7,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xaf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xaf,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc2,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xb6,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x77,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x68,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xd7,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xe9,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
 const uint64_t matmul_q8_0_f32_aligned_len = 11200;
 
 unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xeb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xea,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x29,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x49,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -58688,15 +62254,15 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x61,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x63,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x63,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x90,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x91,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x90,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x91,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -58707,79 +62273,79 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -58788,7 +62354,7 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0xbc,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xc2,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
@@ -58798,10 +62364,10 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x03,0x01,0x00,0x00,
@@ -58820,9 +62386,9 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x11,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x04,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x25,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0xc4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x28,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
@@ -58831,17 +62397,17 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x34,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x5a,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
@@ -58860,21 +62426,21 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x7c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x7d,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa2,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xce,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
@@ -58882,20 +62448,20 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0xce,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x42,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x91,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
@@ -58905,159 +62471,159 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
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+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0xa8,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0xaf,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaf,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc1,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xce,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xce,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xb0,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x9f,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x85,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
 0xd7,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd6,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xde,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xcd,0x02,0x00,0x00,0xec,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
@@ -59065,24 +62631,24 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0xef,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0d,0x01,0x00,0x00,
-0x0e,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0e,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x03,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x16,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x04,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x01,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x01,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x16,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x04,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x11,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
@@ -59093,54 +62659,54 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x2e,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0xf8,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc4,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
 0x33,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0x38,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc9,0x02,0x00,0x00,0x38,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3e,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x42,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xab,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
 0x4b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x65,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x68,0x01,0x00,0x00,
 0x67,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x6a,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x65,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x6e,0x01,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x70,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x41,0x00,0x07,0x00,0x65,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x63,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0x72,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
@@ -59148,168 +62714,168 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x73,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x77,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x41,0x00,0x07,0x00,0x65,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x34,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x63,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x76,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x7b,0x01,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x80,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x80,0x01,0x00,0x00,0xca,0x02,0x00,0x00,0x7e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3e,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x82,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
+0x87,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x89,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x89,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x30,0x02,0x00,0x00,0x8c,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x8f,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x97,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x97,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x93,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x97,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x92,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x99,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x99,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x9f,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9a,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd7,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd7,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xae,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xac,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xb3,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xb3,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0xb5,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xb8,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xba,0x01,0x00,0x00,0xea,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xba,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x99,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x94,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xc4,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xc4,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc0,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe6,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xcc,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd8,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd6,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd6,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xd8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd8,0x02,0x00,0x00,0xd8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdc,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xe1,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2d,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcd,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xd4,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xe6,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x01,0x00,0x00,0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xe8,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,
 0xef,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0xf2,0x01,0x00,0x00,0xda,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xf2,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xee,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf2,0x01,0x00,0x00,
 0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xed,0x01,0x00,0x00,0x2c,0x02,0x00,0x00,0xf7,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
-0xde,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xdd,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf6,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfc,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x2a,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc2,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xfe,0x01,0x00,0x00,
 0xff,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x02,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x28,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x28,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
-0x0a,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x0a,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x06,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x0a,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x0c,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x0c,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x0c,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
 0x10,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc4,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
@@ -59323,220 +62889,220 @@ unsigned char matmul_q8_0_f32_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x21,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x23,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x06,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xff,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xff,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2c,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x2c,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x89,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8b,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x02,0x00,0x00,0x97,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x43,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x45,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x44,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x50,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
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+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
 0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcd,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
-0xab,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
-0xad,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x65,0x01,0x00,0x00,0xae,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xae,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xbc,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x53,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x52,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xa3,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcd,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xca,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x65,0x01,0x00,0x00,0xad,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xad,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x51,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q8_0_f32_aligned_fp32_len = 10452;
 
 unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xeb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xea,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x28,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x4a,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x49,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x10,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x10,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x10,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -59564,15 +63130,15 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x62,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x64,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x64,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x02,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x90,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x91,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x90,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x90,0x02,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x91,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x93,0x02,0x00,0x00,
+0x47,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -59583,77 +63149,77 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x10,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x10,0x00,0x12,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x54,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -59663,7 +63229,7 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x14,0x00,0x02,0x00,0xc1,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xc3,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -59673,10 +63239,10 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0xc7,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x16,0x00,0x03,0x00,0x02,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
@@ -59695,9 +63261,9 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x15,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
 0x1c,0x00,0x04,0x00,0x26,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x25,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x27,0x01,0x00,0x00,
 0x04,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
@@ -59706,15 +63272,15 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0xc3,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
 0x09,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x39,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x36,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x57,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
@@ -59722,7 +63288,7 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x57,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x58,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
 0x61,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x62,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x63,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
@@ -59730,25 +63296,25 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x6f,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x7c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x7d,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x1c,0x00,0x04,0x00,0xa1,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xa2,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0xce,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xcd,0x01,0x00,0x00,
@@ -59756,20 +63322,20 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0xce,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
-0x42,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x91,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x92,0x02,0x00,0x00,
-0x93,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x41,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x49,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x8f,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x90,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x91,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
@@ -59779,159 +63345,159 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
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 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
+0xc2,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd2,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
-0x83,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xc9,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x98,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xcd,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
@@ -59939,24 +63505,24 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0xee,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x0c,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x02,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x34,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x00,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x00,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
 0x15,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x13,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x10,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
@@ -59967,37 +63533,37 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x2d,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x2d,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
 0xc3,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0xca,0x02,0x00,0x00,0x37,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc9,0x02,0x00,0x00,0x37,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3b,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
 0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x41,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x3c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x47,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x12,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0xca,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x4c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x4a,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x4b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0xba,0x02,0x00,0x00,
-0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x4c,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
 0x52,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
@@ -60005,190 +63571,190 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x54,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x52,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x53,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x5e,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
 0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x6c,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x78,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6c,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x6f,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x34,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x35,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x72,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x54,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x73,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x76,0x01,0x00,0x00,
-0x7d,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x78,0x00,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x78,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x2c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x7b,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x54,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x80,0x01,0x00,0x00,0xcb,0x02,0x00,0x00,0x7e,0x01,0x00,0x00,
+0x80,0x01,0x00,0x00,0xca,0x02,0x00,0x00,0x7e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x3b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x3d,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xce,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x82,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0xd2,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
+0x87,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,0x85,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x89,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x89,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x30,0x02,0x00,0x00,0x8c,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8b,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x8f,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x8a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x91,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x97,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0x60,0x00,0x00,0x00,
+0x97,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,0x61,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x93,0x01,0x00,0x00,0x94,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x97,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x92,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x99,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x99,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0xba,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe9,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x9f,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x9a,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd7,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd7,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0xae,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
 0xac,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xb3,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xb3,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2c,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0xb5,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xb7,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xb8,0x01,0x00,0x00,
 0xb7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xba,0x01,0x00,0x00,0xea,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xba,0x01,0x00,0x00,0xe9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x99,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x9b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x94,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x01,0x00,0x00,0xd7,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x93,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xea,0x01,0x00,0x00,
 0xc1,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc4,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xc4,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xc0,0x01,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc4,0x01,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xc0,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbf,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xbf,0x01,0x00,0x00,0xe8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xe6,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xc8,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xcc,0x01,0x00,0x00,0xc7,0x01,0x00,0x00,
 0xc8,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd8,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0xd2,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd6,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd6,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xd8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0xd8,0x02,0x00,0x00,0xd8,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
 0xd9,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdc,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
 0xda,0x01,0x00,0x00,0xdc,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0xdd,0x01,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe1,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x01,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xe1,0x01,0x00,0x00,0xd3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
 0x2c,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0xe3,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0xd0,0x01,0x00,0x00,
 0xd4,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xe6,0x01,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x01,0x00,0x00,0xe7,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xe8,0x01,0x00,0x00,0xe6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xc8,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc1,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0xea,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xc0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xec,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,0x2e,0x02,0x00,0x00,
 0xef,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xf2,0x01,0x00,0x00,0xda,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
+0xf2,0x01,0x00,0x00,0xd9,0x02,0x00,0x00,0xbe,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0xee,0x01,0x00,0x00,0xef,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf2,0x01,0x00,0x00,
 0xed,0x01,0x00,0x00,0xee,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
 0xed,0x01,0x00,0x00,0x2c,0x02,0x00,0x00,0xf7,0x01,0x00,0x00,
 0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xfa,0x01,0x00,0x00,
-0xde,0x02,0x00,0x00,0x60,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xdd,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0xf6,0x01,0x00,0x00,0xf7,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xfa,0x01,0x00,0x00,0xf5,0x01,0x00,0x00,
 0xf6,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xfc,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x3e,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xf5,0x01,0x00,0x00,
 0x2a,0x02,0x00,0x00,0xff,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xfe,0x01,0x00,0x00,
 0xff,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x02,0x02,0x00,0x00,0xfd,0x01,0x00,0x00,0xfe,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xfd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x04,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
-0x3e,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x28,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xfd,0x01,0x00,0x00,0x28,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x0a,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x0a,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x06,0x02,0x00,0x00,0x05,0x02,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x0a,0x02,0x00,0x00,
 0x05,0x02,0x00,0x00,0x06,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x0c,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
-0x0c,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x0c,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x0e,0x02,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
+0x12,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x02,0x00,0x00,
 0x10,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,0x13,0x02,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x19,0x02,0x00,0x00,0x12,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x1a,0x02,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x19,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xc3,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,0x1a,0x02,0x00,0x00,
@@ -60202,165 +63768,165 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x1b,0x02,0x00,0x00,
 0x21,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x23,0x02,0x00,0x00,0x25,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x04,0x02,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x06,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xff,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xff,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xfc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xfe,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2c,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x2c,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf6,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xef,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
 0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xee,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x8c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x89,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x8b,0x01,0x00,0x00,
 0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x6d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x55,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x02,0x00,0x00,0x95,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x56,0x00,0x00,0x00,
+0x54,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x02,0x00,0x00,0x96,0x00,0x00,0x00,0x37,0x02,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x02,0x00,0x00,
-0x59,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x5a,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3e,0x02,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x3d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x43,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x42,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x43,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x45,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x44,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
-0x47,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x0d,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
+0x3d,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x42,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x42,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x44,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
+0x48,0x00,0x00,0x00,0x43,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,0x49,0x02,0x00,0x00,
-0x4c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xab,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0xad,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x6f,0x01,0x00,0x00,0xae,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
-0x34,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xae,0x02,0x00,0x00,0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5b,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xbc,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x53,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x53,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x50,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x52,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xa3,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6f,0x01,0x00,0x00,0xad,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xad,0x02,0x00,0x00,0xac,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x72,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x51,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
 const uint64_t matmul_q8_0_f32_fp32_len = 10488;
@@ -60726,214 +64292,606 @@ unsigned char mul_f32_data[] = {
 };
 const uint64_t mul_f32_len = 4276;
 
-unsigned char mul_mat_vec_f16_f32_data[] = {
+unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xaf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x09,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x0f,0x00,0x0b,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,
+0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x32,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x96,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x97,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x97,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x97,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x99,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x99,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
-0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x14,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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+0x78,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x81,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x88,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1a,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x1a,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x1a,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x1a,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x10,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0xbe,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc0,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0xb3,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x75,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x85,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x85,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcb,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0xca,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x2d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xd1,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xcc,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0xd6,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd4,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x75,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd6,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xce,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xce,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x00,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xe7,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe5,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xf1,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xf2,0x00,0x00,0x00,
+0xf0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe7,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_f16_f16_f32_len = 3568;
+
+unsigned char mul_mat_vec_f16_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x07,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
+0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
+0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x32,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x3b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x3b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x3b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3b,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x3b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x6e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xa9,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xa9,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xab,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x88,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1a,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x1a,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xb1,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xb1,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xbe,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0xbe,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
+0xc0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x75,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x85,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x77,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0xc7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xca,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xca,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0xac,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x00,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xd5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xd3,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x75,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd5,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x85,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcd,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xca,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcc,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0xe4,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xe6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xe4,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe5,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x74,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0xb1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xf0,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe6,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_f16_f32_len = 2456;
+const uint64_t mul_mat_vec_f16_f32_f32_len = 3536;
 
 unsigned char mul_mat_vec_nc_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -61410,1474 +65368,77 @@ unsigned char mul_mat_vec_p021_f16_f32_data[] = {
 };
 const uint64_t mul_mat_vec_p021_f16_f32_len = 2768;
 
-unsigned char mul_mat_vec_q2_K_f32_data[] = {
+unsigned char mul_mat_vec_q2_K_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xdc,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x11,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
 0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,0x05,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x47,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x11,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x68,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x68,0x00,0x00,0x00,
+0xa1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x68,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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-0xb6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xb4,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
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-0xbd,0x02,0x00,0x00,0x81,0x00,0x05,0x00,0x44,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xbd,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xb6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb6,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x8c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
-0xaa,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x24,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xc6,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xc4,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x16,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
-0x70,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x47,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x95,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd1,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q2_K_f32_len = 7612;
-
-unsigned char mul_mat_vec_q3_K_f32_data[] = {
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-0x82,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
-0x6a,0x02,0x00,0x00,0xb7,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
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-0x79,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0x7b,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
-0xee,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x32,0x00,0x00,0x00,
-0x88,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0x88,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x8a,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0xab,0x00,0x05,0x00,
-0x64,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x15,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,0x14,0x00,0x00,0x00,
-0x8c,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x6f,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
-0x8d,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x4c,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
-0x95,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x97,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,
-0x41,0x00,0x08,0x00,0x9d,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
-0x77,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x32,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x32,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0xa1,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xa5,0x02,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xa6,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xa4,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
-0x14,0x02,0x00,0x00,0xc2,0x00,0x05,0x00,0x32,0x00,0x00,0x00,
-0xae,0x02,0x00,0x00,0xab,0x02,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0xae,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,
-0x7b,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xb2,0x02,0x00,0x00,0xb1,0x02,0x00,0x00,0xb2,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
-0xa6,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0x72,0x00,0x04,0x00,
-0x3a,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
-0x72,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
-0xb4,0x02,0x00,0x00,0x82,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x6f,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x85,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
-0xe1,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x32,0x00,0x00,0x00,
-0xc3,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x77,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0xc3,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x7b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xee,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x32,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
-0xa8,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
-0xab,0x00,0x05,0x00,0x64,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
-0xd5,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
-0x14,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
-0x15,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
-0xd7,0x02,0x00,0x00,0x6f,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
-0xd9,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x4c,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x90,0x02,0x00,0x00,0x81,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
-0xdd,0x02,0x00,0x00,0x1c,0x03,0x00,0x00,0xdb,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x83,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x85,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x57,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x4c,0x00,0x00,0x00,
-0xe9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0xe8,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x57,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x60,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x60,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xec,0x02,0x00,0x00,0x18,0x03,0x00,0x00,0x23,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5d,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5f,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0xed,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xef,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
-0x50,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
-0xf2,0x02,0x00,0x00,0xac,0x00,0x05,0x00,0x64,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x19,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xf1,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf5,0x02,0x00,0x00,
-0xf0,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf0,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x64,0x00,0x00,0x00,
-0xf8,0x02,0x00,0x00,0x24,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xfa,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xf8,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
-0xfa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
-0x24,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x56,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0x4f,0x00,0x00,0x00,
-0xfe,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
-0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x56,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
-0x02,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x81,0x00,0x05,0x00,
-0x4c,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x02,0x03,0x00,0x00,
-0x00,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x01,0x03,0x00,0x00,
-0x03,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xfa,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xfa,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xf2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf2,0x02,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x03,0x00,0x00,0x19,0x03,0x00,0x00,0x35,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf1,0x02,0x00,0x00,0xaa,0x00,0x05,0x00,0x64,0x00,0x00,0x00,
-0x08,0x03,0x00,0x00,0x24,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x0a,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x08,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
-0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x13,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
-0x10,0x03,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x56,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
-0x14,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
-0x97,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x15,0x00,0x00,0x00,0x12,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x15,0x03,0x00,0x00,0x14,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q3_K_f32_len = 9236;
-
-unsigned char mul_mat_vec_q4_0_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xcb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
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-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
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-0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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-0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x75,0x00,0x00,0x00,
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-0x76,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x76,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x76,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x78,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb7,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xb8,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xba,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc4,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x07,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -62889,3847 +65450,717 @@ unsigned char mul_mat_vec_q4_0_f32_data[] = {
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x3b,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
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-0xb7,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
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-0x3b,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
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-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
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-0x9e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xa1,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x9c,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x2d,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0xc8,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xa6,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa4,0x00,0x00,0x00,
-0xa5,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
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-0x14,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x1c,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa6,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x9e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x9e,0x00,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0xc8,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x9b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x9d,0x00,0x00,0x00,
-0xaa,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xb6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xb4,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb5,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x29,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
-0xc0,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
-0xc0,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x80,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0xbf,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xc2,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb6,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb6,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q4_0_f32_len = 3184;
-
-unsigned char mul_mat_vec_q4_1_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xce,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
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-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
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-0x7e,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
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-0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x50,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x50,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x52,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x7c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x7c,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
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-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xbe,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xbe,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xc0,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
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-0x8c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x1c,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x1e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x20,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
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-0xa0,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0xa4,0x00,0x00,0x00,0xac,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xac,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
-0xac,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xab,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0xb0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0xb4,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x1c,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xac,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x00,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa4,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa4,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0x5a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa3,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
-0x2d,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xbc,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xba,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbb,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x29,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x86,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
-0xc0,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xc7,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbc,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
-};
-const uint64_t mul_mat_vec_q4_1_f32_len = 3252;
-
-unsigned char mul_mat_vec_q4_K_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x9e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
-0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
-0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
-0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
-0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,0x05,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
-0x90,0x03,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
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-0x11,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
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-0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
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-0x47,0x00,0x04,0x00,0x70,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x72,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x72,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x72,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x73,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x74,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x74,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x76,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x76,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe9,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xea,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xea,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xea,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xec,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
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-0x48,0x00,0x04,0x00,0x8e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
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-0x47,0x00,0x04,0x00,0x90,0x03,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x90,0x03,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x98,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
-0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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-0x15,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x4a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
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-0x54,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x6c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x6e,0x00,0x00,0x00,
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-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x77,0x03,0x00,0x00,
-0x72,0x03,0x00,0x00,0x73,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x72,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,
-0x7a,0x03,0x00,0x00,0x24,0x00,0x00,0x00,0x9a,0x03,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x7c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x7a,0x03,0x00,0x00,0x7b,0x03,0x00,0x00,
-0x7c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x80,0x03,0x00,0x00,
-0x24,0x00,0x00,0x00,0x9a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x54,0x00,0x00,0x00,0x81,0x03,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x80,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x82,0x03,0x00,0x00,0x81,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x54,0x00,0x00,0x00,0x83,0x03,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x84,0x03,0x00,0x00,0x83,0x03,0x00,0x00,0x81,0x00,0x05,0x00,
-0x4a,0x00,0x00,0x00,0x85,0x03,0x00,0x00,0x84,0x03,0x00,0x00,
-0x82,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x83,0x03,0x00,0x00,
-0x85,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7c,0x03,0x00,0x00,0xe0,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x74,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x74,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x88,0x03,0x00,0x00,0x9a,0x03,0x00,0x00,0x8b,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x71,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x73,0x03,0x00,0x00,0xaa,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,
-0x8a,0x03,0x00,0x00,0x24,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x8c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x8a,0x03,0x00,0x00,0x8b,0x03,0x00,0x00,
-0x8c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x8b,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x91,0x03,0x00,0x00,
-0x13,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x92,0x03,0x00,0x00,0x91,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x03,0x00,0x00,
-0x92,0x03,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x54,0x00,0x00,0x00,0x95,0x03,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x96,0x03,0x00,0x00,0x95,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
-0xf1,0x01,0x00,0x00,0x97,0x03,0x00,0x00,0x90,0x03,0x00,0x00,
-0x15,0x00,0x00,0x00,0x94,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x97,0x03,0x00,0x00,0x96,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x03,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q4_K_f32_len = 9128;
-
-unsigned char mul_mat_vec_q5_0_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xf6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x50,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x52,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x52,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa0,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xa1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xa1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa3,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe1,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xe2,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xe2,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xe2,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe4,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe4,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xec,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xed,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
-0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
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-0x16,0x00,0x03,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x1e,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x27,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x27,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x29,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x4a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x4b,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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-0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
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-0x56,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x27,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
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-0xc6,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xd0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xce,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xcf,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0xd4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
-0xd8,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x1c,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd0,0x00,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc7,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
-0x2d,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xe0,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
-0xdf,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xdf,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x29,0x00,0x00,0x00,
-0xe5,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xe5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0xab,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xe4,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe0,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
-};
-const uint64_t mul_mat_vec_q5_0_f32_len = 3696;
-
-unsigned char mul_mat_vec_q5_1_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xf0,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x52,0x00,0x00,0x00,
-0x9f,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x4e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x50,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x9c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x9d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x9d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9f,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9f,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xdd,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xde,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xde,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xde,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe0,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xe0,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xe8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xe9,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
-0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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-0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x14,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x27,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x29,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
-0x2d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x4a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x4d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
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-0x4a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x50,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,
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-0x18,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x1c,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xcc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcc,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x00,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
-0xef,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x00,0x00,0x00,
-0xaa,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xdc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xda,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xdb,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x29,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
-0xe5,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xe5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xa7,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0xe4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xe7,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q5_1_f32_len = 3592;
-
-unsigned char mul_mat_vec_q5_K_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x8a,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
-0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
-0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
-0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
-0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,0x05,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0xf7,0x01,0x00,0x00,
-0x7c,0x04,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x11,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x7f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x80,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x82,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x82,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x84,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x84,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xf4,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xf5,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xf5,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xf5,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
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-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf7,0x01,0x00,0x00,
-0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x79,0x04,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x7a,0x04,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7a,0x04,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x7a,0x04,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7c,0x04,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x04,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x84,0x04,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
-0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,
-0x11,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x12,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x15,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
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-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
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-0x51,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
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-0x86,0x04,0x00,0x00,0x4d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5d,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x04,0x00,0x00,
-0xaa,0x00,0x05,0x00,0x6d,0x00,0x00,0x00,0x76,0x04,0x00,0x00,
-0x24,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x78,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x76,0x04,0x00,0x00,0x77,0x04,0x00,0x00,0x78,0x04,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x77,0x04,0x00,0x00,0x41,0x00,0x05,0x00,
-0x16,0x00,0x00,0x00,0x7d,0x04,0x00,0x00,0x13,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x04,0x00,0x00,0x7d,0x04,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x80,0x04,0x00,0x00,0x7e,0x04,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x62,0x00,0x00,0x00,
-0x81,0x04,0x00,0x00,0x5b,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x82,0x04,0x00,0x00,
-0x81,0x04,0x00,0x00,0x41,0x00,0x06,0x00,0xfc,0x01,0x00,0x00,
-0x83,0x04,0x00,0x00,0x7c,0x04,0x00,0x00,0x15,0x00,0x00,0x00,
-0x80,0x04,0x00,0x00,0x3e,0x00,0x03,0x00,0x83,0x04,0x00,0x00,
-0x82,0x04,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x04,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x78,0x04,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
-};
-const uint64_t mul_mat_vec_q5_K_f32_len = 12016;
-
-unsigned char mul_mat_vec_q6_K_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xc5,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
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-0xa5,0x01,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x48,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x75,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x76,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x76,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x76,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x8d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8d,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x8d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
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+0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xd8,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xae,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x9f,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0xe7,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0xf0,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x9b,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x33,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0xd8,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0x81,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xb9,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbb,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xb4,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x7f,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0x10,0x03,0x00,0x00,
+0xd6,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0xad,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x10,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x88,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x88,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8d,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x81,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xac,0x00,0x05,0x00,0x92,0x00,0x00,0x00,
+0xe6,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xe2,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe6,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x92,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x5d,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xeb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xe9,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0xf1,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0x81,0x00,0x05,0x00,
+0x7d,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xf2,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe3,0x02,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0xaa,0x00,0x05,0x00,0x92,0x00,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xfb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xf9,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xfa,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x80,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0x03,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0x05,0x03,0x00,0x00,0x06,0x03,0x00,0x00,0xff,0x02,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x02,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x06,0x03,0x00,0x00,0x04,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xfb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xfb,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q6_K_f32_len = 10960;
+const uint64_t mul_mat_vec_q2_K_f16_f32_len = 8612;
 
-unsigned char mul_mat_vec_q8_0_f32_data[] = {
+unsigned char mul_mat_vec_q2_K_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xc4,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x52,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x24,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x4e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x50,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x50,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x52,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x72,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x72,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x72,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x74,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x74,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb2,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0xb3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0xb3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0xb3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb5,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbe,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbf,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xa1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xa2,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa3,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xa3,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa5,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc0,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xc1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xed,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xee,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xee,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xee,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xf0,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xf0,0x02,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xf7,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
@@ -66741,215 +66172,11666 @@ unsigned char mul_mat_vec_q8_0_f32_data[] = {
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x14,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x1e,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x27,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x27,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x29,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x2d,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x4b,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x50,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x5e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x71,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x72,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x73,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x73,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x7c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x15,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb2,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xb3,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xb4,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x27,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xbe,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x09,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x7d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x92,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x9c,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
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+0x72,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x7d,0x00,0x00,0x00,0x74,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x91,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x9b,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x99,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x9b,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x84,0x02,0x00,0x00,0x33,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x86,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0x88,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0xd8,0x00,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x88,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xb9,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0xc1,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x9b,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x33,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0xd8,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xe1,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xe9,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x9b,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,0x33,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0xb5,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,
+0xd8,0x00,0x00,0x00,0x6f,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0xb7,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x7d,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x81,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xbb,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xb4,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,0x7f,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x7d,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x00,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x88,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x88,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0x5c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x8d,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xd1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd1,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x81,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
+0xac,0x00,0x05,0x00,0x92,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xd3,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xd7,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x92,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
+0x5d,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xdc,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xda,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0x5d,0x00,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0x81,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xe3,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdc,0x02,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x02,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0xdf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x92,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xec,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xea,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xcb,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,0x4c,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xf6,0x02,0x00,0x00,
+0xf5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xec,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q2_K_f32_f32_len = 8356;
+
+unsigned char mul_mat_vec_q3_K_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x4d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0xc7,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xaa,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xac,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xac,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xac,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
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+0x47,0x02,0x00,0x00,0xc2,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0x71,0x01,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xb4,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0x33,0x00,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x72,0x00,0x04,0x00,
+0x73,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x72,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x82,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xe6,0x02,0x00,0x00,0xed,0x00,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x85,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
+0xe9,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x6b,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x14,0x02,0x00,0x00,0xc2,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xb4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x6b,0x00,0x00,0x00,
+0x01,0x03,0x00,0x00,0x21,0x02,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x04,0x03,0x00,0x00,0x01,0x03,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0x04,0x03,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0x05,0x03,0x00,0x00,
+0xab,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
+0x06,0x03,0x00,0x00,0x4c,0x00,0x00,0x00,0xa9,0x00,0x06,0x00,
+0x1a,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0x07,0x03,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0xf7,0x02,0x00,0x00,
+0x08,0x03,0x00,0x00,0x6f,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x09,0x03,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x85,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xe9,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x81,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x4c,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x10,0x03,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x6e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x90,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x85,0x00,0x00,0x00,
+0x1a,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,0x19,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x90,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x99,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1d,0x03,0x00,0x00,0x48,0x03,0x00,0x00,0x5c,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x96,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x96,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
-0x2d,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x98,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x9c,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x97,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x2d,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xa1,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9f,0x00,0x00,0x00,
-0xa0,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x1c,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa1,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x99,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x99,0x00,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x96,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x00,0x00,0x00,
-0xaa,0x00,0x05,0x00,0x2d,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x13,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xb1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xaf,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb0,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x29,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0xb6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x7c,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xbd,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x98,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x20,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x20,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0x89,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x37,0x03,0x00,0x00,
+0x23,0x03,0x00,0x00,0xac,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
+0x26,0x03,0x00,0x00,0x49,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x22,0x03,0x00,0x00,0x23,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x26,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x21,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
+0x29,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0x49,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x2b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x29,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x2b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x49,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8f,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x88,0x00,0x00,0x00,
+0x2f,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x31,0x03,0x00,0x00,0x30,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8f,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x88,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x33,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0x81,0x00,0x05,0x00,
+0x85,0x00,0x00,0x00,0x34,0x03,0x00,0x00,0x33,0x03,0x00,0x00,
+0x31,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x32,0x03,0x00,0x00,
+0x34,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x2b,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x2b,0x03,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x23,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x23,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x37,0x03,0x00,0x00,0x49,0x03,0x00,0x00,0x6e,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x20,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x22,0x03,0x00,0x00,0xaa,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
+0x39,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x3b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x39,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x3b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x3a,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x42,0x03,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8f,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x88,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x44,0x03,0x00,0x00,0x43,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0x45,0x03,0x00,0x00,0x46,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x42,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x46,0x03,0x00,0x00,0x44,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x3b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x3b,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q3_K_f16_f32_len = 10028;
+
+unsigned char mul_mat_vec_q3_K_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x45,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
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+0x1f,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1a,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x41,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,0x24,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x22,0x03,0x00,0x00,
+0x23,0x03,0x00,0x00,0x24,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x23,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x28,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0x41,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8f,0x00,0x00,0x00,0x29,0x03,0x00,0x00,
+0x88,0x00,0x00,0x00,0x28,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x85,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,0x29,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8f,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x88,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x85,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x81,0x00,0x05,0x00,0x85,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
+0x2c,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x2b,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x24,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x03,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x17,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x6e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x19,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1b,0x03,0x00,0x00,0xaa,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x32,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x34,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x32,0x03,0x00,0x00,
+0x33,0x03,0x00,0x00,0x34,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x33,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8f,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x88,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x85,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xcf,0x00,0x00,0x00,0x3e,0x03,0x00,0x00,
+0x38,0x03,0x00,0x00,0x4c,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x3e,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x34,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x34,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t mul_mat_vec_q3_K_f32_f32_len = 9900;
+
+unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x2b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x41,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x47,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x51,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbd,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xbe,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc0,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xfd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xfd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xfd,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xff,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xff,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x07,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x41,
+0x17,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x40,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x40,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x43,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x40,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x40,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
+0x51,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
+0x53,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
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+0x08,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xcb,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x08,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xd8,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x8a,0x00,0x00,0x00,
+0xd9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdc,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8e,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0xdf,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xe3,0x00,0x00,0x00,0xac,0x00,0x05,0x00,0x95,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x42,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe6,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe1,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x95,0x00,0x00,0x00,
+0xe9,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xeb,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xe9,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x8a,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xeb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xeb,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe3,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe3,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x28,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
+0x95,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xfb,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xfa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x89,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x86,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
+0xff,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x06,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xfb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xfb,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t mul_mat_vec_q4_0_f16_f32_len = 3960;
+
+unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x29,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x41,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x47,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x51,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x51,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x51,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbd,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xbe,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xbe,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc0,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xfb,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xfc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xfc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xfc,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xfe,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xfe,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x05,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x06,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x00,0x00,0x00,0x41,
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+0x1e,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc6,0x00,0x00,0x00,
+0xc7,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xc6,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0xc0,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
+0xd7,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x8a,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8c,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8e,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x9a,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdf,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0xde,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
+0x95,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x42,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe1,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe5,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x95,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0xea,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe8,0x00,0x00,0x00,
+0xe9,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0x89,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x8a,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xea,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xea,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x95,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xfa,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xf8,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x82,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xc6,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x04,0x01,0x00,0x00,
+0x03,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xfa,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xfa,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q8_0_f32_len = 3124;
+const uint64_t mul_mat_vec_q4_0_f32_f32_len = 3928;
+
+unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xc6,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xc6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xc6,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc8,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x04,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x05,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x05,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x05,0x01,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x07,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x07,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x10,0x01,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
+0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
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+0x18,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
+0x20,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x01,0x00,0x00,0x30,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x31,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x21,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xcd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xd9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x12,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
+0xd3,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x08,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xe0,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x92,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe4,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0xa2,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x94,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x96,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0xa2,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xac,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x4a,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xea,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xee,0x00,0x00,0x00,
+0xe9,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xf3,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xf1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf2,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0x91,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x92,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0xa2,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0xe5,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xeb,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xeb,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
+0x28,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe8,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xea,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x03,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x8a,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x91,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x8e,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x0d,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x07,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x0e,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x03,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x03,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t mul_mat_vec_q4_1_f16_f32_len = 4044;
+
+unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x37,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x59,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x9a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x9c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x96,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x8b,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa5,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0xa5,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0xa5,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0xa5,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0xbb,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x18,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x30,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
+0x2c,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x31,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xce,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xcd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd9,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xce,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xdc,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x92,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0xa2,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x96,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0xa2,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe7,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0xe6,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
+0x4a,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe9,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xed,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe8,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0xf2,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xf0,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0x91,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x8e,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x92,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x92,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf2,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0xa2,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xea,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x00,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x9d,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x51,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x02,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x00,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x01,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x91,0x00,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xce,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x0c,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x02,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x02,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q4_1_f32_f32_len = 4012;
+
+unsigned char mul_mat_vec_q4_K_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xd4,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x23,0x02,0x00,0x00,0xc6,0x03,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
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+0xd3,0x03,0x00,0x00,0x9d,0x03,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x83,0x00,0x00,0x00,0x9e,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,0x99,0x03,0x00,0x00,
+0xd3,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,
+0xa0,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
+0x83,0x00,0x00,0x00,0xa1,0x03,0x00,0x00,0xa0,0x03,0x00,0x00,
+0x9e,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x8e,0x00,0x00,0x00,
+0xa1,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x03,0x00,0x00,0xcf,0x03,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x91,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x93,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xa5,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa7,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0xa7,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd0,0x03,0x00,0x00,
+0x87,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xbe,0x03,0x00,0x00,
+0xaa,0x03,0x00,0x00,0xac,0x00,0x05,0x00,0x98,0x00,0x00,0x00,
+0xad,0x03,0x00,0x00,0xd0,0x03,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xa9,0x03,0x00,0x00,0xaa,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xad,0x03,0x00,0x00,
+0xa8,0x03,0x00,0x00,0xa9,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa8,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0x98,0x00,0x00,0x00,
+0xb0,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0xd0,0x03,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb2,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb0,0x03,0x00,0x00,0xb1,0x03,0x00,0x00,
+0xb2,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb6,0x03,0x00,0x00,
+0x5d,0x00,0x00,0x00,0xd0,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8d,0x00,0x00,0x00,0xb7,0x03,0x00,0x00,0x86,0x00,0x00,0x00,
+0xb6,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,
+0xb8,0x03,0x00,0x00,0xb7,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8d,0x00,0x00,0x00,0xb9,0x03,0x00,0x00,0x86,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,
+0xba,0x03,0x00,0x00,0xb9,0x03,0x00,0x00,0x81,0x00,0x05,0x00,
+0x83,0x00,0x00,0x00,0xbb,0x03,0x00,0x00,0xba,0x03,0x00,0x00,
+0xb8,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0xb9,0x03,0x00,0x00,
+0xbb,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb2,0x03,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xa5,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaa,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xaa,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xbe,0x03,0x00,0x00,0xd0,0x03,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa7,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa9,0x03,0x00,0x00,0xaa,0x00,0x05,0x00,0x98,0x00,0x00,0x00,
+0xc0,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xc2,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xc0,0x03,0x00,0x00,0xc1,0x03,0x00,0x00,
+0xc2,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0xc1,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc9,0x03,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x8d,0x00,0x00,0x00,0xca,0x03,0x00,0x00,0x86,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,
+0xcb,0x03,0x00,0x00,0xca,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xcc,0x03,0x00,0x00,0xcd,0x03,0x00,0x00,0xc6,0x03,0x00,0x00,
+0x4c,0x00,0x00,0x00,0xc9,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xcd,0x03,0x00,0x00,0xcb,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0xc2,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q4_K_f16_f32_len = 10400;
+
+unsigned char mul_mat_vec_q4_K_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xb4,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x23,0x02,0x00,0x00,0xa7,0x03,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xab,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xab,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xab,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xac,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xad,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xad,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x21,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x21,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x23,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x02,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xa4,0x03,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xa5,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa5,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xa5,0x03,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa7,0x03,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x03,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xae,0x03,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x18,0x03,0x00,0x00,0xcc,0x02,0x00,0x00,0x12,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x22,0x03,0x00,0x00,
+0x65,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x26,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x22,0x03,0x00,0x00,0xd5,0x02,0x00,0x00,0x1c,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x30,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x2c,0x03,0x00,0x00,0xde,0x02,0x00,0x00,0x26,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x36,0x03,0x00,0x00,
+0xb5,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x3a,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x36,0x03,0x00,0x00,0xe8,0x02,0x00,0x00,0x30,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x40,0x03,0x00,0x00,
+0x45,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x44,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0xcc,0x02,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x70,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x4e,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x4a,0x03,0x00,0x00,0xd5,0x02,0x00,0x00,0x44,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x54,0x03,0x00,0x00,
+0x97,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x58,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x54,0x03,0x00,0x00,0xde,0x02,0x00,0x00,0x4e,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x5e,0x03,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x62,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x5e,0x03,0x00,0x00,0xe8,0x02,0x00,0x00,0x58,0x03,0x00,0x00,
+0x70,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x6a,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x83,0x00,0x00,0x00,
+0x6e,0x03,0x00,0x00,0xdd,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
+0x83,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,0x75,0x02,0x00,0x00,
+0x6e,0x03,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x70,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x4a,0x02,0x00,0x00,0x6a,0x03,0x00,0x00,0x6f,0x03,0x00,0x00,
+0x70,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x73,0x03,0x00,0x00,
+0x18,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x75,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0x73,0x03,0x00,0x00,0x70,0x03,0x00,0x00,
+0x70,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x78,0x03,0x00,0x00,
+0x34,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,
+0x7a,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x78,0x03,0x00,0x00,0x75,0x03,0x00,0x00,
+0x85,0x00,0x05,0x00,0x83,0x00,0x00,0x00,0x7e,0x03,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x62,0x03,0x00,0x00,0x7f,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0xb3,0x03,0x00,0x00,0x7e,0x03,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x83,0x00,0x00,0x00,0x7f,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
+0x7a,0x03,0x00,0x00,0xb3,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0x81,0x03,0x00,0x00,0x8e,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x83,0x00,0x00,0x00,0x82,0x03,0x00,0x00,
+0x81,0x03,0x00,0x00,0x7f,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x8e,0x00,0x00,0x00,0x82,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x85,0x03,0x00,0x00,0xaf,0x03,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x93,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x86,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x88,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xb0,0x03,0x00,0x00,0x87,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
+0x9f,0x03,0x00,0x00,0x8b,0x03,0x00,0x00,0xac,0x00,0x05,0x00,
+0x98,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,0xb0,0x03,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8a,0x03,0x00,0x00,
+0x8b,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x8e,0x03,0x00,0x00,0x89,0x03,0x00,0x00,0x8a,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x89,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x98,0x00,0x00,0x00,0x91,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,
+0xb0,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,0x93,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x91,0x03,0x00,0x00,
+0x92,0x03,0x00,0x00,0x93,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x92,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,0xb0,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8d,0x00,0x00,0x00,0x98,0x03,0x00,0x00,
+0x86,0x00,0x00,0x00,0x97,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0x99,0x03,0x00,0x00,0x98,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8d,0x00,0x00,0x00,0x9a,0x03,0x00,0x00,
+0x86,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0x9b,0x03,0x00,0x00,0x9a,0x03,0x00,0x00,
+0x81,0x00,0x05,0x00,0x83,0x00,0x00,0x00,0x9c,0x03,0x00,0x00,
+0x9b,0x03,0x00,0x00,0x99,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9a,0x03,0x00,0x00,0x9c,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x93,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x93,0x03,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x86,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x8b,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8b,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,0xb0,0x03,0x00,0x00,
+0xc3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x88,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8a,0x03,0x00,0x00,0xaa,0x00,0x05,0x00,
+0x98,0x00,0x00,0x00,0xa1,0x03,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xa3,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xa1,0x03,0x00,0x00,
+0xa2,0x03,0x00,0x00,0xa3,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa2,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x03,0x00,0x00,0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x8d,0x00,0x00,0x00,0xab,0x03,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0xac,0x03,0x00,0x00,0xab,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0x27,0x02,0x00,0x00,0xad,0x03,0x00,0x00,
+0xa7,0x03,0x00,0x00,0x4c,0x00,0x00,0x00,0xaa,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xad,0x03,0x00,0x00,0xac,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa3,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa3,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t mul_mat_vec_q4_K_f32_f32_len = 9888;
+
+unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x80,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x77,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0xb5,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x19,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x72,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0x28,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x28,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0xb1,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0xb5,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x33,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x29,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x29,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t mul_mat_vec_q5_0_f16_f32_len = 4488;
+
+unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x7e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x77,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0xb5,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x19,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x19,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x72,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x80,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x80,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x80,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0xec,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xec,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0xec,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xee,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xee,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x2a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x2a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x2a,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x33,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x34,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,0x19,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x1b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x1d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x51,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x00,0x00,0x80,0x41,0x17,0x00,0x04,0x00,0x70,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x71,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x73,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x71,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x80,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x81,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x81,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x84,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x95,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xb4,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
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+0x40,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0xab,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0xd8,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xf4,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0xf4,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0xee,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x00,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0xf9,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb9,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbb,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbd,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0xbd,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0xac,0x00,0x05,0x00,
+0xc4,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x13,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0e,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc4,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x18,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x16,0x01,0x00,0x00,
+0x17,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x17,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
+0xb5,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xb9,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x18,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x18,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x10,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x10,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x2b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x0f,0x01,0x00,0x00,
+0xaa,0x00,0x05,0x00,0xc4,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x28,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x26,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x27,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0xb1,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0xb5,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xf4,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x32,0x01,0x00,0x00,
+0x31,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x28,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x28,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q5_0_f32_f32_len = 4456;
+
+unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x76,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7b,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7b,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x7b,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xe8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xe8,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xe8,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xea,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xea,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x26,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x27,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x27,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x27,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x29,0x01,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x31,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x32,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
+0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x12,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x13,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
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+0xa0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x43,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x44,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x31,0x00,0x00,0x00,
+0x49,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0xd4,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x14,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0xd4,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
+0x14,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
+0x4c,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x4a,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
+0x60,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
+0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x67,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x71,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
+0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x71,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xef,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xb4,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb4,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb6,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb8,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0xac,0x00,0x05,0x00,
+0xbf,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
+0x53,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x10,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xbf,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x74,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x15,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x13,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x14,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x74,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0xb3,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
+0xb4,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xb4,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x15,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x15,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x0d,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
+0x78,0x01,0x00,0x00,0x28,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x0c,0x01,0x00,0x00,
+0xaa,0x00,0x05,0x00,0xbf,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x74,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x25,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x23,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0xac,0x00,0x00,0x00,
+0x70,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xb3,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0xb0,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x2f,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x2c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x30,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x25,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x25,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q5_1_f16_f32_len = 4384;
+
+unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x77,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
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+0x08,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xb4,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x14,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x0c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0c,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x20,0x01,0x00,0x00,0x76,0x01,0x00,0x00,0x28,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x09,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x0b,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,0xbf,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x74,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x24,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x22,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
+0xac,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xb3,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
+0xf0,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x24,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x01,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q5_1_f32_f32_len = 4352;
+
+unsigned char mul_mat_vec_q5_K_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xc0,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0xb2,0x04,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb5,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb6,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xba,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xba,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xba,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2b,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x2c,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2c,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x2c,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xaf,0x04,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xb0,0x04,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb0,0x04,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xb0,0x04,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb2,0x04,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb2,0x04,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xba,0x04,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x83,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x90,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x91,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x92,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x92,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0xa5,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
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+0xf8,0x00,0x02,0x00,0x93,0x04,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x04,0x00,0x00,0x94,0x00,0x00,0x00,
+0xa0,0x00,0x00,0x00,0xaa,0x04,0x00,0x00,0x96,0x04,0x00,0x00,
+0xac,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,0x99,0x04,0x00,0x00,
+0xbc,0x04,0x00,0x00,0x0c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x95,0x04,0x00,0x00,0x96,0x04,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x99,0x04,0x00,0x00,0x94,0x04,0x00,0x00,
+0x95,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x94,0x04,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,0x9c,0x04,0x00,0x00,
+0x5d,0x00,0x00,0x00,0xbc,0x04,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x9e,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x9c,0x04,0x00,0x00,0x9d,0x04,0x00,0x00,0x9e,0x04,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9d,0x04,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x04,0x00,0x00,0x5d,0x00,0x00,0x00,
+0xbc,0x04,0x00,0x00,0x41,0x00,0x05,0x00,0x9a,0x00,0x00,0x00,
+0xa3,0x04,0x00,0x00,0x93,0x00,0x00,0x00,0xa2,0x04,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0xa4,0x04,0x00,0x00,
+0xa3,0x04,0x00,0x00,0x41,0x00,0x05,0x00,0x9a,0x00,0x00,0x00,
+0xa5,0x04,0x00,0x00,0x93,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0xa6,0x04,0x00,0x00,
+0xa5,0x04,0x00,0x00,0x81,0x00,0x05,0x00,0x90,0x00,0x00,0x00,
+0xa7,0x04,0x00,0x00,0xa6,0x04,0x00,0x00,0xa4,0x04,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xa5,0x04,0x00,0x00,0xa7,0x04,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9e,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9e,0x04,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x91,0x04,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x96,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x96,0x04,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x04,0x00,0x00,
+0xbc,0x04,0x00,0x00,0x86,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x93,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x04,0x00,0x00,
+0xaa,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,0xac,0x04,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xae,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xac,0x04,0x00,0x00,0xad,0x04,0x00,0x00,0xae,0x04,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xad,0x04,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x04,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x9a,0x00,0x00,0x00,
+0xb6,0x04,0x00,0x00,0x93,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0xb7,0x04,0x00,0x00,
+0xb6,0x04,0x00,0x00,0x41,0x00,0x06,0x00,0xb8,0x04,0x00,0x00,
+0xb9,0x04,0x00,0x00,0xb2,0x04,0x00,0x00,0x4c,0x00,0x00,0x00,
+0xb5,0x04,0x00,0x00,0x3e,0x00,0x03,0x00,0xb9,0x04,0x00,0x00,
+0xb7,0x04,0x00,0x00,0xf9,0x00,0x02,0x00,0xae,0x04,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xae,0x04,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q5_K_f16_f32_len = 13288;
+
+unsigned char mul_mat_vec_q5_K_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xa0,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x2e,0x02,0x00,0x00,0x93,0x04,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb5,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb6,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xb8,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xba,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xba,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xba,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2b,0x02,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x2c,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2c,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x2c,0x02,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2e,0x02,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x90,0x04,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x91,0x04,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x91,0x04,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x91,0x04,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x93,0x04,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x93,0x04,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x9a,0x04,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
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+0x87,0x04,0x00,0x00,0x86,0x04,0x00,0x00,0x81,0x00,0x05,0x00,
+0x90,0x00,0x00,0x00,0x88,0x04,0x00,0x00,0x87,0x04,0x00,0x00,
+0x85,0x04,0x00,0x00,0x3e,0x00,0x03,0x00,0x86,0x04,0x00,0x00,
+0x88,0x04,0x00,0x00,0xf9,0x00,0x02,0x00,0x7f,0x04,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7f,0x04,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x72,0x04,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x77,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x77,0x04,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8b,0x04,0x00,0x00,0x9c,0x04,0x00,0x00,0x86,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x74,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x04,0x00,0x00,0xaa,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,
+0x8d,0x04,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x8f,0x04,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x8d,0x04,0x00,0x00,0x8e,0x04,0x00,0x00,
+0x8f,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x04,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x04,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9a,0x00,0x00,0x00,0x97,0x04,0x00,0x00,0x93,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x90,0x00,0x00,0x00,
+0x98,0x04,0x00,0x00,0x97,0x04,0x00,0x00,0x41,0x00,0x06,0x00,
+0x32,0x02,0x00,0x00,0x99,0x04,0x00,0x00,0x93,0x04,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x96,0x04,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x99,0x04,0x00,0x00,0x98,0x04,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8f,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x04,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q5_K_f32_f32_len = 12776;
+
+unsigned char mul_mat_vec_q6_K_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xee,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0xc7,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xab,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xad,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xae,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xaf,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xaf,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb1,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb1,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc5,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xc5,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc7,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xd8,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xd9,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xd9,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xd9,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xdb,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xdb,0x01,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xe3,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x89,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x8b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x89,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x93,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x9e,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,
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+0xbc,0x03,0x00,0x00,0xc7,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0xbb,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xac,0x00,0x00,0x00,
+0xbd,0x03,0x00,0x00,0xbc,0x03,0x00,0x00,0x73,0x00,0x04,0x00,
+0x89,0x00,0x00,0x00,0xbe,0x03,0x00,0x00,0xbd,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0xc2,0x03,0x00,0x00,
+0x83,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xc3,0x03,0x00,0x00,0xc2,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0xc4,0x03,0x00,0x00,0xbe,0x03,0x00,0x00,
+0xc3,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0xc5,0x03,0x00,0x00,0xc4,0x03,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0xcb,0x03,0x00,0x00,
+0x7a,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,0xa7,0x00,0x00,0x00,
+0xcc,0x03,0x00,0x00,0xcb,0x03,0x00,0x00,0x33,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xcd,0x03,0x00,0x00,
+0xcc,0x03,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0xce,0x03,0x00,0x00,0xcd,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0xd3,0x03,0x00,0x00,0x5b,0x03,0x00,0x00,
+0xc2,0x00,0x05,0x00,0xa7,0x00,0x00,0x00,0xd4,0x03,0x00,0x00,
+0xd3,0x03,0x00,0x00,0x2d,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xd5,0x03,0x00,0x00,0xd4,0x03,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xd6,0x03,0x00,0x00,
+0xd5,0x03,0x00,0x00,0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xd7,0x03,0x00,0x00,0xd6,0x03,0x00,0x00,0xb5,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xd8,0x03,0x00,0x00,
+0xd7,0x03,0x00,0x00,0x33,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xd9,0x03,0x00,0x00,0xce,0x03,0x00,0x00,
+0xd8,0x03,0x00,0x00,0x72,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,
+0xda,0x03,0x00,0x00,0xd9,0x03,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0xdb,0x03,0x00,0x00,0xda,0x03,0x00,0x00,
+0x82,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xdc,0x03,0x00,0x00,
+0xdb,0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x89,0x00,0x00,0x00,0xdd,0x03,0x00,0x00,0xdc,0x03,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x89,0x00,0x00,0x00,0xdf,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xc5,0x03,0x00,0x00,
+0xdd,0x03,0x00,0x00,0xb7,0x03,0x00,0x00,0x81,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0xe0,0x03,0x00,0x00,0x38,0x03,0x00,0x00,
+0xdf,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xb5,0x01,0x00,0x00,0x94,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
+0xe0,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x94,0x00,0x00,0x00,
+0xb6,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x01,0x00,0x00,0xe4,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x97,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x99,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0xac,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,
+0xc2,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,0xbf,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x01,0x00,0x00,
+0xbd,0x01,0x00,0x00,0xbe,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbd,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,
+0xc5,0x01,0x00,0x00,0x5d,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xc7,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xc5,0x01,0x00,0x00,0xc6,0x01,0x00,0x00,
+0xc7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
+0x5d,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0x93,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,
+0xcb,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0x93,0x00,0x00,0x00,0xce,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xcf,0x01,0x00,0x00,0xce,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0xcf,0x01,0x00,0x00,
+0xcd,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xce,0x01,0x00,0x00,
+0xd0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc7,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbf,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd3,0x01,0x00,0x00,0xe5,0x01,0x00,0x00,0xf1,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbe,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,
+0xd5,0x01,0x00,0x00,0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xd7,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xd5,0x01,0x00,0x00,0xd6,0x01,0x00,0x00,
+0xd7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd6,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x01,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x93,0x00,0x00,0x00,0xdf,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xe0,0x01,0x00,0x00,0xdf,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
+0xe1,0x01,0x00,0x00,0xe2,0x01,0x00,0x00,0xdb,0x01,0x00,0x00,
+0x4c,0x00,0x00,0x00,0xde,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xe2,0x01,0x00,0x00,0xe0,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd7,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x01,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q6_K_f16_f32_len = 11960;
+
+unsigned char mul_mat_vec_q6_K_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xde,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x11,0x00,0x02,0x00,
+0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0xc7,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xab,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0xad,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xad,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xae,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xaf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xaf,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xaf,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xb1,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb1,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xc5,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xc5,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc7,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
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+0x7f,0x03,0x00,0x00,0x7e,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0x80,0x03,0x00,0x00,0x67,0x03,0x00,0x00,
+0x7f,0x03,0x00,0x00,0x0c,0x00,0x08,0x00,0x89,0x00,0x00,0x00,
+0x81,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x41,0x03,0x00,0x00,0x59,0x03,0x00,0x00,0x80,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x03,0x00,0x00,
+0xca,0x00,0x00,0x00,0xdc,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xcf,0x00,0x00,0x00,0x86,0x03,0x00,0x00,0xc7,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x85,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x89,0x00,0x00,0x00,0x87,0x03,0x00,0x00,0x86,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0x8b,0x03,0x00,0x00,
+0x48,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0x8c,0x03,0x00,0x00,0x8b,0x03,0x00,0x00,0x85,0x00,0x05,0x00,
+0x89,0x00,0x00,0x00,0x8d,0x03,0x00,0x00,0x87,0x03,0x00,0x00,
+0x8c,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0x8e,0x03,0x00,0x00,0x8d,0x03,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x94,0x03,0x00,0x00,
+0x46,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,0xa7,0x00,0x00,0x00,
+0x95,0x03,0x00,0x00,0x94,0x03,0x00,0x00,0x33,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x96,0x03,0x00,0x00,
+0x95,0x03,0x00,0x00,0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x97,0x03,0x00,0x00,0x96,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0x9c,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,
+0xc2,0x00,0x05,0x00,0xa7,0x00,0x00,0x00,0x9d,0x03,0x00,0x00,
+0x9c,0x03,0x00,0x00,0x33,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x03,0x00,0x00,0x9d,0x03,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x9f,0x03,0x00,0x00,
+0x9e,0x03,0x00,0x00,0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xa0,0x03,0x00,0x00,0x9f,0x03,0x00,0x00,0xb5,0x00,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xa1,0x03,0x00,0x00,
+0xa0,0x03,0x00,0x00,0x33,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xa2,0x03,0x00,0x00,0x97,0x03,0x00,0x00,
+0xa1,0x03,0x00,0x00,0x72,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,
+0xa3,0x03,0x00,0x00,0xa2,0x03,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0xa4,0x03,0x00,0x00,0xa3,0x03,0x00,0x00,
+0x82,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xa5,0x03,0x00,0x00,
+0xa4,0x03,0x00,0x00,0x00,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x89,0x00,0x00,0x00,0xa6,0x03,0x00,0x00,0xa5,0x03,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x89,0x00,0x00,0x00,0xa8,0x03,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x8e,0x03,0x00,0x00,
+0xa6,0x03,0x00,0x00,0x81,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xac,0x03,0x00,0x00,0xca,0x00,0x00,0x00,
+0xdd,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xcf,0x00,0x00,0x00,
+0xad,0x03,0x00,0x00,0xc7,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0xac,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xae,0x03,0x00,0x00,0xad,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xaa,0x00,0x00,0x00,0xb2,0x03,0x00,0x00,0x80,0x01,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0xb3,0x03,0x00,0x00,
+0xb2,0x03,0x00,0x00,0x85,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0xb4,0x03,0x00,0x00,0xae,0x03,0x00,0x00,0xb3,0x03,0x00,0x00,
+0x85,0x00,0x05,0x00,0x89,0x00,0x00,0x00,0xb5,0x03,0x00,0x00,
+0xb4,0x03,0x00,0x00,0xb9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xa7,0x00,0x00,0x00,0xbb,0x03,0x00,0x00,0x6c,0x03,0x00,0x00,
+0xc2,0x00,0x05,0x00,0xa7,0x00,0x00,0x00,0xbc,0x03,0x00,0x00,
+0xbb,0x03,0x00,0x00,0x33,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xbd,0x03,0x00,0x00,0xbc,0x03,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xbe,0x03,0x00,0x00,
+0xbd,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
+0xc3,0x03,0x00,0x00,0x4e,0x03,0x00,0x00,0xc2,0x00,0x05,0x00,
+0xa7,0x00,0x00,0x00,0xc4,0x03,0x00,0x00,0xc3,0x03,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x03,0x00,0x00,0xc4,0x03,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0xc6,0x03,0x00,0x00,0xc5,0x03,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0xc7,0x03,0x00,0x00,
+0xc6,0x03,0x00,0x00,0xb5,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xc8,0x03,0x00,0x00,0xc7,0x03,0x00,0x00,
+0x33,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,
+0xc9,0x03,0x00,0x00,0xbe,0x03,0x00,0x00,0xc8,0x03,0x00,0x00,
+0x72,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0xca,0x03,0x00,0x00,
+0xc9,0x03,0x00,0x00,0x72,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0xcb,0x03,0x00,0x00,0xca,0x03,0x00,0x00,0x82,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xcc,0x03,0x00,0x00,0xcb,0x03,0x00,0x00,
+0x00,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0x89,0x00,0x00,0x00,
+0xcd,0x03,0x00,0x00,0xcc,0x03,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x89,0x00,0x00,0x00,0xcf,0x03,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0xb5,0x03,0x00,0x00,0xcd,0x03,0x00,0x00,
+0xa8,0x03,0x00,0x00,0x81,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0xd0,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,0xcf,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,
+0x94,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0xb3,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,0xd0,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x94,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,
+0xe0,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x97,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x99,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xb7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb9,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,
+0xac,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,0xbf,0x01,0x00,0x00,
+0xe1,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbb,0x01,0x00,0x00,0xbc,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xbf,0x01,0x00,0x00,0xba,0x01,0x00,0x00,
+0xbb,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xba,0x01,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,
+0x5d,0x00,0x00,0x00,0xe1,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xc2,0x01,0x00,0x00,0xc3,0x01,0x00,0x00,0xc4,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0x5d,0x00,0x00,0x00,
+0xe1,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x93,0x00,0x00,0x00,
+0xc9,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0xca,0x01,0x00,0x00,
+0xc9,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x93,0x00,0x00,0x00,
+0xcb,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
+0xcb,0x01,0x00,0x00,0x81,0x00,0x05,0x00,0x89,0x00,0x00,0x00,
+0xcd,0x01,0x00,0x00,0xcc,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xcb,0x01,0x00,0x00,0xcd,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc4,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x5c,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xbc,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x01,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
+0xe1,0x01,0x00,0x00,0xf1,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x01,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xd4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xd2,0x01,0x00,0x00,0xd3,0x01,0x00,0x00,0xd4,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd3,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdb,0x01,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x93,0x00,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x8c,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x89,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
+0xdc,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xcf,0x00,0x00,0x00,
+0xde,0x01,0x00,0x00,0xd8,0x01,0x00,0x00,0x4c,0x00,0x00,0x00,
+0xdb,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xde,0x01,0x00,0x00,
+0xdd,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xd4,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xd4,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q6_K_f32_f32_len = 11704;
+
+unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x28,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x46,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
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+0x6c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x53,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x88,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x89,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x8b,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x41,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x53,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x94,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x93,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8d,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x95,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x8c,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x9c,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xad,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0xb1,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x20,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x29,0x00,0x00,0x00,
+0x14,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x27,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,0x15,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0xa8,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x29,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x27,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x21,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
+0x08,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0xc5,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x12,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0xd1,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xd3,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
+0xc6,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x89,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x99,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8b,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8d,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x99,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xde,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x27,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0xac,0x00,0x05,0x00,
+0x94,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x41,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe0,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe4,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdf,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x94,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x27,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0xe9,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe7,0x00,0x00,0x00,
+0xe8,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xed,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0x88,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0x89,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x89,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe9,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x99,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,
+0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
+0x27,0x01,0x00,0x00,0x27,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
+0xaa,0x00,0x05,0x00,0x94,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xf9,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xf7,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x88,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x85,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0x01,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x03,0x01,0x00,0x00,
+0x04,0x01,0x00,0x00,0xfd,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x04,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xf9,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf9,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q8_0_f16_f32_len = 3916;
+
+unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x26,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x11,0x00,0x02,0x00,0x60,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
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+0xc4,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf8,0x00,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t mul_mat_vec_q8_0_f32_f32_len = 3884;
 
 unsigned char norm_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xb5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xb8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0b,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -66970,15 +77852,15 @@ unsigned char norm_f32_data[] = {
 0x34,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x36,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x36,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x94,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x98,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x95,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x97,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,
+0x98,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x9a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb0,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -67026,138 +77908,142 @@ unsigned char norm_f32_data[] = {
 0x08,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x2a,0x00,0x00,0x00,
 0x56,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x2a,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0xac,0xc5,0x27,0x37,0x1d,0x00,0x03,0x00,0x94,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x95,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x96,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x96,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x12,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1d,0x00,0x00,0x00,
-0x1e,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x21,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x21,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0x2b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x30,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x22,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x3d,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x42,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x2a,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x97,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x99,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x99,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x0d,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x1d,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x21,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x3d,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x42,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x43,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x42,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x14,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x4c,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x23,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x52,0x00,0x00,0x00,0x52,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x57,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x57,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x2a,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0xad,0x00,0x05,0x00,
+0x2f,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x2b,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x5d,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x58,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x13,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
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+0xa7,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
+0xa0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
+0xa8,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x83,0x00,0x05,0x00,
+0x14,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0xac,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x3d,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xad,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0xb3,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x00,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t norm_f32_len = 2572;
+const uint64_t norm_f32_len = 2624;
 
 unsigned char relu_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -67996,342 +78882,15 @@ const uint64_t rope_f32_len = 3072;
 
 unsigned char rope_neox_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
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-0xb9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x06,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x94,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x98,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x17,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
-};
-const uint64_t rope_neox_f16_len = 3876;
-
-unsigned char rope_neox_f32_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x5a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
-0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
-0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
+0xcf,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x00,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
@@ -68351,51 +78910,61 @@ unsigned char rope_neox_f32_data[] = {
 0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
 0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x68,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x95,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x95,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x97,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x9b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x9b,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9d,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x9d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xcb,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0xcc,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0xcc,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xce,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xce,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x11,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
-0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x07,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x2a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x2a,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x68,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x95,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x96,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x96,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x96,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x98,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x98,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x9b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x9c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x9c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9e,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xcc,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xdc,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xdd,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xdd,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xdd,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xdf,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2b,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
+0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x07,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x6f,0x12,0x83,0x3a,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x00,0x00,0x80,0x3f,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x6f,0x12,0x83,0x3a,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x00,0x00,0x80,0x3f,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x07,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x1e,0x00,0x0c,0x00,0x2a,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x2a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x2b,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -68420,228 +78989,614 @@ unsigned char rope_neox_f32_data[] = {
 0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x07,0x00,0x00,0x00,
 0x6f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x73,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x94,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x95,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x96,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x95,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x96,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x9a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x9b,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x9c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa0,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x2d,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xcb,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xcc,0x00,0x00,0x00,
-0xcb,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcd,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xcd,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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-0x52,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x1f,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x88,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
-0xd7,0x00,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x38,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x3e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x26,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x87,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x46,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0xa0,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
+0x4b,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x88,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x52,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x53,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x38,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x58,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x58,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
+0x38,0x01,0x00,0x00,0xdb,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0xdb,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0e,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x70,0x01,0x00,0x00,0x0c,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x60,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x07,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x07,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x60,0x01,0x00,0x00,0x7f,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
+0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
+0x74,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x94,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
+0xa1,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x98,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
+0x27,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x27,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x29,0x01,0x00,0x00,
+0x28,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t rope_neox_f16_len = 4300;
+
+unsigned char rope_neox_f32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0b,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x29,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x2a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x2a,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x2a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x2a,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x2a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x68,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x94,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x95,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x95,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x97,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x97,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x9b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x9b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x9b,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9d,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x9d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xcb,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
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-0x12,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x16,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x06,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0xa0,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x97,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x26,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x26,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t rope_neox_f32_len = 3792;
+const uint64_t rope_neox_f32_len = 4200;
 
 unsigned char scale_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -68914,7 +79869,7 @@ unsigned char scale_f32_data[] = {
 0x41,0x00,0x05,0x00,0xec,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x11,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xe8,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
@@ -69036,65 +79991,55 @@ const uint64_t silu_f32_len = 1264;
 
 unsigned char soft_max_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
 0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0c,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x77,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
 0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x72,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x73,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x73,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x75,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x75,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x73,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x75,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x75,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x75,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x89,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x8a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8a,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x8d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x8d,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x8a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x8d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa0,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xa1,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xa1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x06,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x07,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x0a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x07,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x09,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x09,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x45,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x01,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -69107,65 +80052,60 @@ unsigned char soft_max_f32_data[] = {
 0x20,0x00,0x04,0x00,0x0d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x16,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1e,0x00,0x0a,0x00,
+0x16,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1e,0x00,0x09,0x00,
 0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
-0x27,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1a,0x00,0x00,0x00,0x39,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
-0x00,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1a,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x72,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x73,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x74,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x74,0x00,0x00,0x00,
-0x75,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x7c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x89,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x8a,0x00,0x00,0x00,
-0x89,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x8b,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xa0,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xa1,0x00,0x00,0x00,
-0xa0,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa2,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xa2,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x80,0x3f,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x28,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x74,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x75,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x76,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x76,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x8c,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x8d,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x8e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x8e,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x1c,0x00,0x04,0x00,
+0xa0,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0xa1,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0xa0,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xa1,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0xa5,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x06,0x01,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
-0x08,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x08,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
+0xaa,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x09,0x01,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
+0x0b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x45,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x00,0x00,0x80,0xff,0x36,0x00,0x05,0x00,
+0x52,0x01,0x00,0x00,0x9d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x6e,0x01,0x00,0x00,0x00,0x00,0x80,0xff,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
@@ -69182,271 +80122,693 @@ unsigned char soft_max_f32_data[] = {
 0x24,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
 0x26,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0xba,0x00,0x05,0x00,
-0x27,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x28,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x29,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
-0xb0,0x00,0x05,0x00,0x27,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x35,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x37,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x24,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x3b,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x38,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x3c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x24,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x38,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x38,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x16,0x00,0x00,0x00,
-0x46,0x01,0x00,0x00,0x3b,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x48,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x35,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x47,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x48,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x4c,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x48,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x4c,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x16,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x2a,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2a,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x16,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x60,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x61,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x64,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x2a,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
-0xb0,0x00,0x05,0x00,0x27,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x66,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
-0x66,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x65,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
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+0xf2,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x16,0x00,0x00,0x00,
+0x61,0x01,0x00,0x00,0xfc,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
 0x16,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x61,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x03,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x61,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
-0x7c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x6a,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x0c,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd8,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd7,0x00,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x10,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x10,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x1a,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0xb2,0x00,0x00,0x00,
-0xd7,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0xad,0x00,0x05,0x00,0x27,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x6a,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x12,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x11,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x27,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x1c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1b,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x60,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x21,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x61,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x25,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x61,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x1c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1c,0x01,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x13,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x13,0x01,0x00,0x00,0xc3,0x00,0x05,0x00,
-0x1a,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x10,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x12,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x27,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x6c,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x31,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x37,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x30,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x13,0x00,0x00,0x00,
-0x6c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0x7c,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x09,0x01,0x00,0x00,0x6a,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x88,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
-0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x3f,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x01,0x00,0x00,
+0x32,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x61,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
+0x0c,0x00,0x06,0x00,0x16,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xa6,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x7e,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x0f,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xce,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xce,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x9d,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcd,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x13,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x13,0x01,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x1a,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
+0xaa,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x16,0x01,0x00,0x00,0xad,0x00,0x05,0x00,0x28,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x14,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x28,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x1e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x41,0x00,0x05,0x00,0xa5,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xa6,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x1f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x1f,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x16,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x16,0x01,0x00,0x00,
+0xc3,0x00,0x05,0x00,0x1a,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x13,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x15,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
+0xc6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x31,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x15,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x28,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
+0x66,0x01,0x00,0x00,0x66,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x33,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x39,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x32,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x66,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0xae,0x00,0x05,0x00,
+0x28,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x66,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x43,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x41,0x01,0x00,0x00,
+0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x42,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x33,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x43,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x13,0x00,0x00,0x00,
+0x66,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x7e,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x88,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x4c,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x34,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x34,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x9d,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x31,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x33,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t soft_max_f32_len = 4836;
+
+unsigned char soft_max_f32_f16_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x73,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
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+0x41,0x00,0x06,0x00,0x97,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
+0xff,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x01,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x16,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
+0x00,0x01,0x00,0x00,0xf4,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x16,0x00,0x00,0x00,
+0x03,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0x03,0x01,0x00,0x00,0xca,0x00,0x00,0x00,0x0c,0x00,0x06,0x00,
+0x16,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xa9,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
+0x7e,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x64,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x13,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd1,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,
+0x61,0x01,0x00,0x00,0xa0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xce,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd0,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x17,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x1a,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0xad,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
+0xad,0x00,0x05,0x00,0x28,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0x64,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x19,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x18,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x28,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x0f,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x21,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
+0x23,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0xa8,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0xa5,0x00,0x00,0x00,
+0x28,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x2c,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xa9,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x23,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x01,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1a,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x1a,0x01,0x00,0x00,0xc3,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x35,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x35,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x55,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x28,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
+0x66,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x37,0x01,0x00,0x00,
+0x38,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x3d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x36,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
+0x0f,0x00,0x00,0x00,0xae,0x00,0x05,0x00,0x28,0x00,0x00,0x00,
+0x45,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x66,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x47,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x45,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
+0x47,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x37,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x47,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x13,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
+0x7e,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x64,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
+0x88,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x51,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x50,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x6a,0x01,0x00,0x00,0xa0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x35,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t soft_max_f32_len = 4916;
+const uint64_t soft_max_f32_f16_len = 4904;
 
 unsigned char split_k_reduce_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
diff --git a/ggml-vulkan.cpp b/ggml-vulkan.cpp
index f712cdd5a..92e622b04 100644
--- a/ggml-vulkan.cpp
+++ b/ggml-vulkan.cpp
@@ -114,14 +114,23 @@ struct vk_device {
     size_t idx;
 
     vk_matmul_pipeline pipeline_matmul_f32;
+    vk_matmul_pipeline pipeline_matmul_f32_f16;
     vk_matmul_pipeline pipeline_matmul_f16;
     vk_matmul_pipeline pipeline_matmul_f16_f32;
     vk_pipeline pipeline_matmul_split_k_reduce;
 
     vk_matmul_pipeline pipeline_dequant_mul_mat_mat[VK_NUM_TYPES];
 
+    vk_matmul_pipeline pipeline_matmul_id_f32;
+    vk_matmul_pipeline pipeline_matmul_id_f16;
+    vk_matmul_pipeline pipeline_matmul_id_f16_f32;
+
+    vk_matmul_pipeline pipeline_dequant_mul_mat_mat_id[VK_NUM_TYPES];
+
     vk_pipeline pipeline_dequant[VK_NUM_TYPES];
-    vk_pipeline pipeline_dequant_mul_mat_vec_f32[VK_NUM_TYPES];
+    vk_pipeline pipeline_dequant_mul_mat_vec_f32_f32[VK_NUM_TYPES];
+    vk_pipeline pipeline_dequant_mul_mat_vec_f16_f32[VK_NUM_TYPES];
+    vk_pipeline pipeline_dequant_mul_mat_vec_id_f32[VK_NUM_TYPES];
 
     vk_pipeline pipeline_mul_mat_vec_p021_f16_f32;
     vk_pipeline pipeline_mul_mat_vec_nc_f16_f32;
@@ -139,7 +148,7 @@ struct vk_device {
     vk_pipeline pipeline_silu_f32;
     vk_pipeline pipeline_relu_f32;
     vk_pipeline pipeline_diag_mask_inf_f32;
-    vk_pipeline pipeline_soft_max_f32;
+    vk_pipeline pipeline_soft_max_f32, pipeline_soft_max_f32_f16;
     vk_pipeline pipeline_rope_f32, pipeline_rope_f16;
     vk_pipeline pipeline_rope_neox_f32, pipeline_rope_neox_f16;
     vk_pipeline pipeline_argsort_f32;
@@ -215,6 +224,21 @@ struct vk_submission {
 
 typedef std::vector<vk_submission> vk_sequence;
 
+struct vk_mat_mat_push_constants {
+    uint32_t M; uint32_t N; uint32_t K;
+    uint32_t stride_a; uint32_t stride_b; uint32_t stride_d; uint32_t k_split;
+    uint32_t ne02; uint32_t ne12; uint32_t broadcast2; uint32_t broadcast3;
+    uint32_t batch_stride_a; uint32_t batch_stride_b; uint32_t batch_stride_d;
+    uint32_t expert_stride_b; uint32_t expert_stride_d;
+    uint32_t idx; uint32_t nbi1; uint32_t n_as;
+};
+
+struct vk_mat_vec_push_constants {
+    uint32_t ncols; uint32_t stride_a; uint32_t stride_b; uint32_t stride_d;
+    uint32_t ne02; uint32_t ne12; uint32_t broadcast2; uint32_t broadcast3;
+    uint32_t batch_stride_a; uint32_t batch_stride_b; uint32_t batch_stride_d;
+};
+
 struct vk_op_push_constants {
     uint32_t KX;
     uint32_t KY;
@@ -266,12 +290,12 @@ struct vk_op_rope_neox_push_constants {
     float corr_dims[4];
     float theta_scale;
     float inv_ndims;
+    uint32_t has_freq_facs;
 };
 
 struct vk_op_soft_max_push_constants {
     uint32_t KX;
     uint32_t KY;
-    uint32_t KZ;
     float scale;
     float max_bias;
     float m0;
@@ -281,7 +305,8 @@ struct vk_op_soft_max_push_constants {
 
 struct vk_op_argsort_push_constants {
     uint32_t ncols;
-    bool ascending;
+    uint32_t ncols_pad;
+    int32_t order;
 };
 
 // Allow pre-recording command buffers
@@ -352,13 +377,12 @@ struct ggml_backend_vk_context {
     vk_context * compute_ctx;
     vk_context * transfer_ctx;
 
-    bool disable;
     bool initialized;
 
     size_t idx;
 };
 
-struct vk_instance {
+struct vk_instance_t {
     vk::Instance instance;
 
     std::vector<size_t> device_indices;
@@ -400,7 +424,7 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
 typedef void (*ggml_vk_func_t)(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst);
 
 static bool vk_instance_initialized = false;
-static vk_instance vk_instance;
+static vk_instance_t vk_instance;
 
 GGML_CALL static void ggml_backend_vk_free(ggml_backend_t backend);
 
@@ -990,6 +1014,7 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     uint32_t s_align =  32;
 
     ctx->device->pipeline_matmul_f32 = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_matmul_f32_f16 = std::make_shared<vk_matmul_pipeline_struct>();
     ctx->device->pipeline_matmul_f16_f32 = std::make_shared<vk_matmul_pipeline_struct>();
     ctx->device->pipeline_matmul_f16 = std::make_shared<vk_matmul_pipeline_struct>();
     ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0] = std::make_shared<vk_matmul_pipeline_struct>();
@@ -1003,201 +1028,436 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K] = std::make_shared<vk_matmul_pipeline_struct>();
     ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K] = std::make_shared<vk_matmul_pipeline_struct>();
 
+    /*ctx->device->pipeline_matmul_id_f32 = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_matmul_id_f16_f32 = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_matmul_id_f16 = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K] = std::make_shared<vk_matmul_pipeline_struct>();
+    ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K] = std::make_shared<vk_matmul_pipeline_struct>();*/
+
     if (device->fp16) {
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_len, matmul_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_len, matmul_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_len, matmul_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->l, "matmul_f16_l", matmul_f16_len, matmul_f16_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->m, "matmul_f16_m", matmul_f16_len, matmul_f16_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->s, "matmul_f16_s", matmul_f16_len, matmul_f16_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_l, "matmul_f16_aligned_l", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_m, "matmul_f16_aligned_m", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_s, "matmul_f16_aligned_s", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->l, "matmul_f32_f16_l", matmul_f32_f16_len, matmul_f32_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->m, "matmul_f32_f16_m", matmul_f32_f16_len, matmul_f32_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->s, "matmul_f32_f16_s", matmul_f32_f16_len, matmul_f32_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_l, "matmul_f32_f16_aligned_l", matmul_f32_f16_aligned_len, matmul_f32_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_m, "matmul_f32_f16_aligned_m", matmul_f32_f16_aligned_len, matmul_f32_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_s, "matmul_f32_f16_aligned_s", matmul_f32_f16_aligned_len, matmul_f32_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->l, "matmul_f16_f32_l", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->m, "matmul_f16_f32_m", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->s, "matmul_f16_f32_s", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_l, "matmul_f16_f32_aligned_l", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_m, "matmul_f16_f32_aligned_m", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_s, "matmul_f16_f32_aligned_s", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->l, "matmul_f16_l", matmul_f16_len, matmul_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->m, "matmul_f16_m", matmul_f16_len, matmul_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->s, "matmul_f16_s", matmul_f16_len, matmul_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_l, "matmul_f16_aligned_l", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_m, "matmul_f16_aligned_m", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_s, "matmul_f16_aligned_s", matmul_f16_aligned_len, matmul_f16_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->l, "matmul_q4_0_f32_l", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->m, "matmul_q4_0_f32_m", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->s, "matmul_q4_0_f32_s", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->l, "matmul_f16_f32_l", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->m, "matmul_f16_f32_m", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->s, "matmul_f16_f32_s", matmul_f16_f32_len, matmul_f16_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_l, "matmul_f16_f32_aligned_l", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_m, "matmul_f16_f32_aligned_m", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_s, "matmul_f16_f32_aligned_s", matmul_f16_f32_aligned_len, matmul_f16_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->l, "matmul_q4_0_f32_l", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->m, "matmul_q4_0_f32_m", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->s, "matmul_q4_0_f32_s", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->l, "matmul_q4_0_f32_l", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->m, "matmul_q4_0_f32_m", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->s, "matmul_q4_0_f32_s", matmul_q4_0_f32_len, matmul_q4_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_0_f32_aligned_len, matmul_q4_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->l, "matmul_q5_0_f32_l", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->m, "matmul_q5_0_f32_m", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->s, "matmul_q5_0_f32_s", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_l, "matmul_q5_0_f32_aligned_l", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_m, "matmul_q5_0_f32_aligned_m", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_s, "matmul_q5_0_f32_aligned_s", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->l, "matmul_q4_0_f32_l", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->m, "matmul_q4_0_f32_m", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->s, "matmul_q4_0_f32_s", matmul_q4_1_f32_len, matmul_q4_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_1_f32_aligned_len, matmul_q4_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->l, "matmul_q5_1_f32_l", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->m, "matmul_q5_1_f32_m", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->s, "matmul_q5_1_f32_s", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_l, "matmul_q5_1_f32_aligned_l", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_m, "matmul_q5_1_f32_aligned_m", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_s, "matmul_q5_1_f32_aligned_s", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->l, "matmul_q5_0_f32_l", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->m, "matmul_q5_0_f32_m", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->s, "matmul_q5_0_f32_s", matmul_q5_0_f32_len, matmul_q5_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_l, "matmul_q5_0_f32_aligned_l", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_m, "matmul_q5_0_f32_aligned_m", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_s, "matmul_q5_0_f32_aligned_s", matmul_q5_0_f32_aligned_len, matmul_q5_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->l, "matmul_q8_0_f32_l", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->m, "matmul_q8_0_f32_m", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->s, "matmul_q8_0_f32_s", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_l, "matmul_q8_0_f32_aligned_l", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_m, "matmul_q8_0_f32_aligned_m", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_s, "matmul_q8_0_f32_aligned_s", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->l, "matmul_q5_1_f32_l", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->m, "matmul_q5_1_f32_m", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->s, "matmul_q5_1_f32_s", matmul_q5_1_f32_len, matmul_q5_1_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_l, "matmul_q5_1_f32_aligned_l", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_m, "matmul_q5_1_f32_aligned_m", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_s, "matmul_q5_1_f32_aligned_s", matmul_q5_1_f32_aligned_len, matmul_q5_1_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->l, "matmul_q2_k_f32_l", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->m, "matmul_q2_k_f32_m", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->s, "matmul_q2_k_f32_s", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_l, "matmul_q2_k_f32_aligned_l", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_m, "matmul_q2_k_f32_aligned_m", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_s, "matmul_q2_k_f32_aligned_s", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->l, "matmul_q8_0_f32_l", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->m, "matmul_q8_0_f32_m", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->s, "matmul_q8_0_f32_s", matmul_q8_0_f32_len, matmul_q8_0_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_l, "matmul_q8_0_f32_aligned_l", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_m, "matmul_q8_0_f32_aligned_m", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_s, "matmul_q8_0_f32_aligned_s", matmul_q8_0_f32_aligned_len, matmul_q8_0_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->l, "matmul_q3_k_f32_l", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->m, "matmul_q3_k_f32_m", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->s, "matmul_q3_k_f32_s", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_l, "matmul_q3_k_f32_aligned_l", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_m, "matmul_q3_k_f32_aligned_m", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_s, "matmul_q3_k_f32_aligned_s", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->l, "matmul_q2_k_f32_l", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->m, "matmul_q2_k_f32_m", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->s, "matmul_q2_k_f32_s", matmul_q2_k_f32_len, matmul_q2_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_l, "matmul_q2_k_f32_aligned_l", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_m, "matmul_q2_k_f32_aligned_m", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_s, "matmul_q2_k_f32_aligned_s", matmul_q2_k_f32_aligned_len, matmul_q2_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->l, "matmul_q4_k_f32_l", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->m, "matmul_q4_k_f32_m", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->s, "matmul_q4_k_f32_s", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_l, "matmul_q4_k_f32_aligned_l", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_m, "matmul_q4_k_f32_aligned_m", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_s, "matmul_q4_k_f32_aligned_s", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->l, "matmul_q3_k_f32_l", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->m, "matmul_q3_k_f32_m", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->s, "matmul_q3_k_f32_s", matmul_q3_k_f32_len, matmul_q3_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_l, "matmul_q3_k_f32_aligned_l", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_m, "matmul_q3_k_f32_aligned_m", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_s, "matmul_q3_k_f32_aligned_s", matmul_q3_k_f32_aligned_len, matmul_q3_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->l, "matmul_q5_k_f32_l", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->m, "matmul_q5_k_f32_m", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->s, "matmul_q5_k_f32_s", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_l, "matmul_q5_k_f32_aligned_l", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_m, "matmul_q5_k_f32_aligned_m", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_s, "matmul_q5_k_f32_aligned_s", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->l, "matmul_q4_k_f32_l", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->m, "matmul_q4_k_f32_m", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->s, "matmul_q4_k_f32_s", matmul_q4_k_f32_len, matmul_q4_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_l, "matmul_q4_k_f32_aligned_l", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_m, "matmul_q4_k_f32_aligned_m", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_s, "matmul_q4_k_f32_aligned_s", matmul_q4_k_f32_aligned_len, matmul_q4_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->l, "matmul_q6_k_f32_l", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->m, "matmul_q6_k_f32_m", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->s, "matmul_q6_k_f32_s", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_l, "matmul_q6_k_f32_aligned_l", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->l, "matmul_q5_k_f32_l", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->m, "matmul_q5_k_f32_m", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->s, "matmul_q5_k_f32_s", matmul_q5_k_f32_len, matmul_q5_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_l, "matmul_q5_k_f32_aligned_l", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_m, "matmul_q5_k_f32_aligned_m", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_s, "matmul_q5_k_f32_aligned_s", matmul_q5_k_f32_aligned_len, matmul_q5_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->l, "matmul_q6_k_f32_l", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->m, "matmul_q6_k_f32_m", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->s, "matmul_q6_k_f32_s", matmul_q6_k_f32_len, matmul_q6_k_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_l, "matmul_q6_k_f32_aligned_l", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        /*ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->l, "matmul_id_f16_l", matmul_id_f16_len, matmul_id_f16_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->m, "matmul_id_f16_m", matmul_id_f16_len, matmul_id_f16_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->s, "matmul_id_f16_s", matmul_id_f16_len, matmul_id_f16_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_l, "matmul_id_f16_aligned_l", matmul_id_f16_aligned_len, matmul_id_f16_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_m, "matmul_id_f16_aligned_m", matmul_id_f16_aligned_len, matmul_id_f16_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_s, "matmul_id_f16_aligned_s", matmul_id_f16_aligned_len, matmul_id_f16_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->l, "matmul_id_f16_f32_l", matmul_id_f16_f32_len, matmul_id_f16_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->m, "matmul_id_f16_f32_m", matmul_id_f16_f32_len, matmul_id_f16_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->s, "matmul_id_f16_f32_s", matmul_id_f16_f32_len, matmul_id_f16_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_l, "matmul_id_f16_f32_aligned_l", matmul_id_f16_f32_aligned_len, matmul_id_f16_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_m, "matmul_id_f16_f32_aligned_m", matmul_id_f16_f32_aligned_len, matmul_id_f16_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_s, "matmul_id_f16_f32_aligned_s", matmul_id_f16_f32_aligned_len, matmul_id_f16_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->l, "matmul_id_q4_0_f32_l", matmul_id_q4_0_f32_len, matmul_id_q4_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->m, "matmul_id_q4_0_f32_m", matmul_id_q4_0_f32_len, matmul_id_q4_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->s, "matmul_id_q4_0_f32_s", matmul_id_q4_0_f32_len, matmul_id_q4_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_l, "matmul_id_q4_0_f32_aligned_l", matmul_id_q4_0_f32_aligned_len, matmul_id_q4_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_m, "matmul_id_q4_0_f32_aligned_m", matmul_id_q4_0_f32_aligned_len, matmul_id_q4_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_s, "matmul_id_q4_0_f32_aligned_s", matmul_id_q4_0_f32_aligned_len, matmul_id_q4_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->l, "matmul_id_q4_0_f32_l", matmul_id_q4_1_f32_len, matmul_id_q4_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->m, "matmul_id_q4_0_f32_m", matmul_id_q4_1_f32_len, matmul_id_q4_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->s, "matmul_id_q4_0_f32_s", matmul_id_q4_1_f32_len, matmul_id_q4_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_l, "matmul_id_q4_0_f32_aligned_l", matmul_id_q4_1_f32_aligned_len, matmul_id_q4_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_m, "matmul_id_q4_0_f32_aligned_m", matmul_id_q4_1_f32_aligned_len, matmul_id_q4_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_s, "matmul_id_q4_0_f32_aligned_s", matmul_id_q4_1_f32_aligned_len, matmul_id_q4_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->l, "matmul_id_q5_0_f32_l", matmul_id_q5_0_f32_len, matmul_id_q5_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->m, "matmul_id_q5_0_f32_m", matmul_id_q5_0_f32_len, matmul_id_q5_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->s, "matmul_id_q5_0_f32_s", matmul_id_q5_0_f32_len, matmul_id_q5_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_l, "matmul_id_q5_0_f32_aligned_l", matmul_id_q5_0_f32_aligned_len, matmul_id_q5_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_m, "matmul_id_q5_0_f32_aligned_m", matmul_id_q5_0_f32_aligned_len, matmul_id_q5_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_s, "matmul_id_q5_0_f32_aligned_s", matmul_id_q5_0_f32_aligned_len, matmul_id_q5_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->l, "matmul_id_q5_1_f32_l", matmul_id_q5_1_f32_len, matmul_id_q5_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->m, "matmul_id_q5_1_f32_m", matmul_id_q5_1_f32_len, matmul_id_q5_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->s, "matmul_id_q5_1_f32_s", matmul_id_q5_1_f32_len, matmul_id_q5_1_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_l, "matmul_id_q5_1_f32_aligned_l", matmul_id_q5_1_f32_aligned_len, matmul_id_q5_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_m, "matmul_id_q5_1_f32_aligned_m", matmul_id_q5_1_f32_aligned_len, matmul_id_q5_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_s, "matmul_id_q5_1_f32_aligned_s", matmul_id_q5_1_f32_aligned_len, matmul_id_q5_1_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->l, "matmul_id_q8_0_f32_l", matmul_id_q8_0_f32_len, matmul_id_q8_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->m, "matmul_id_q8_0_f32_m", matmul_id_q8_0_f32_len, matmul_id_q8_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->s, "matmul_id_q8_0_f32_s", matmul_id_q8_0_f32_len, matmul_id_q8_0_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_l, "matmul_id_q8_0_f32_aligned_l", matmul_id_q8_0_f32_aligned_len, matmul_id_q8_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_m, "matmul_id_q8_0_f32_aligned_m", matmul_id_q8_0_f32_aligned_len, matmul_id_q8_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_s, "matmul_id_q8_0_f32_aligned_s", matmul_id_q8_0_f32_aligned_len, matmul_id_q8_0_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->l, "matmul_id_q2_k_f32_l", matmul_id_q2_k_f32_len, matmul_id_q2_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->m, "matmul_id_q2_k_f32_m", matmul_id_q2_k_f32_len, matmul_id_q2_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->s, "matmul_id_q2_k_f32_s", matmul_id_q2_k_f32_len, matmul_id_q2_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_l, "matmul_id_q2_k_f32_aligned_l", matmul_id_q2_k_f32_aligned_len, matmul_id_q2_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_m, "matmul_id_q2_k_f32_aligned_m", matmul_id_q2_k_f32_aligned_len, matmul_id_q2_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_s, "matmul_id_q2_k_f32_aligned_s", matmul_id_q2_k_f32_aligned_len, matmul_id_q2_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->l, "matmul_id_q3_k_f32_l", matmul_id_q3_k_f32_len, matmul_id_q3_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->m, "matmul_id_q3_k_f32_m", matmul_id_q3_k_f32_len, matmul_id_q3_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->s, "matmul_id_q3_k_f32_s", matmul_id_q3_k_f32_len, matmul_id_q3_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_l, "matmul_id_q3_k_f32_aligned_l", matmul_id_q3_k_f32_aligned_len, matmul_id_q3_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_m, "matmul_id_q3_k_f32_aligned_m", matmul_id_q3_k_f32_aligned_len, matmul_id_q3_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_s, "matmul_id_q3_k_f32_aligned_s", matmul_id_q3_k_f32_aligned_len, matmul_id_q3_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->l, "matmul_id_q4_k_f32_l", matmul_id_q4_k_f32_len, matmul_id_q4_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->m, "matmul_id_q4_k_f32_m", matmul_id_q4_k_f32_len, matmul_id_q4_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->s, "matmul_id_q4_k_f32_s", matmul_id_q4_k_f32_len, matmul_id_q4_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_l, "matmul_id_q4_k_f32_aligned_l", matmul_id_q4_k_f32_aligned_len, matmul_id_q4_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_m, "matmul_id_q4_k_f32_aligned_m", matmul_id_q4_k_f32_aligned_len, matmul_id_q4_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_s, "matmul_id_q4_k_f32_aligned_s", matmul_id_q4_k_f32_aligned_len, matmul_id_q4_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->l, "matmul_id_q5_k_f32_l", matmul_id_q5_k_f32_len, matmul_id_q5_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->m, "matmul_id_q5_k_f32_m", matmul_id_q5_k_f32_len, matmul_id_q5_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->s, "matmul_id_q5_k_f32_s", matmul_id_q5_k_f32_len, matmul_id_q5_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_l, "matmul_id_q5_k_f32_aligned_l", matmul_id_q5_k_f32_aligned_len, matmul_id_q5_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_m, "matmul_id_q5_k_f32_aligned_m", matmul_id_q5_k_f32_aligned_len, matmul_id_q5_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_s, "matmul_id_q5_k_f32_aligned_s", matmul_id_q5_k_f32_aligned_len, matmul_id_q5_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->l, "matmul_id_q6_k_f32_l", matmul_id_q6_k_f32_len, matmul_id_q6_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->m, "matmul_id_q6_k_f32_m", matmul_id_q6_k_f32_len, matmul_id_q6_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->s, "matmul_id_q6_k_f32_s", matmul_id_q6_k_f32_len, matmul_id_q6_k_f32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_l, "matmul_id_q6_k_f32_aligned_l", matmul_id_q6_k_f32_aligned_len, matmul_id_q6_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_m, "matmul_id_q6_k_f32_aligned_m", matmul_id_q6_k_f32_aligned_len, matmul_id_q6_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_s, "matmul_id_q6_k_f32_aligned_s", matmul_id_q6_k_f32_aligned_len, matmul_id_q6_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);*/
     } else {
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->l, "matmul_f16_l", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->m, "matmul_f16_m", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->s, "matmul_f16_s", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_l, "matmul_f16_aligned_l", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_m, "matmul_f16_aligned_m", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_s, "matmul_f16_aligned_s", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->l, "matmul_f32_f16_l", matmul_f32_f16_fp32_len, matmul_f32_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->m, "matmul_f32_f16_m", matmul_f32_f16_fp32_len, matmul_f32_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->s, "matmul_f32_f16_s", matmul_f32_f16_fp32_len, matmul_f32_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_l, "matmul_f32_f16_aligned_l", matmul_f32_f16_aligned_fp32_len, matmul_f32_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_m, "matmul_f32_f16_aligned_m", matmul_f32_f16_aligned_fp32_len, matmul_f32_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->a_s, "matmul_f32_f16_aligned_s", matmul_f32_f16_aligned_fp32_len, matmul_f32_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->l, "matmul_f16_f32_l", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->m, "matmul_f16_f32_m", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->s, "matmul_f16_f32_s", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_l, "matmul_f16_f32_aligned_l", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_m, "matmul_f16_f32_aligned_m", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_s, "matmul_f16_f32_aligned_s", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->l, "matmul_f16_l", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->m, "matmul_f16_m", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->s, "matmul_f16_s", matmul_f16_fp32_len, matmul_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_l, "matmul_f16_aligned_l", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_m, "matmul_f16_aligned_m", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16->a_s, "matmul_f16_aligned_s", matmul_f16_aligned_fp32_len, matmul_f16_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->l, "matmul_q4_0_f32_l", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->m, "matmul_q4_0_f32_m", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->s, "matmul_q4_0_f32_s", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->l, "matmul_f16_f32_l", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->m, "matmul_f16_f32_m", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->s, "matmul_f16_f32_s", matmul_f16_f32_fp32_len, matmul_f16_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_l, "matmul_f16_f32_aligned_l", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_m, "matmul_f16_f32_aligned_m", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f16_f32->a_s, "matmul_f16_f32_aligned_s", matmul_f16_f32_aligned_fp32_len, matmul_f16_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->l, "matmul_q4_1_f32_l", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->m, "matmul_q4_1_f32_m", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->s, "matmul_q4_1_f32_s", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_l, "matmul_q4_1_f32_aligned_l", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_m, "matmul_q4_1_f32_aligned_m", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_s, "matmul_q4_1_f32_aligned_s", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->l, "matmul_q4_0_f32_l", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->m, "matmul_q4_0_f32_m", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->s, "matmul_q4_0_f32_s", matmul_q4_0_f32_fp32_len, matmul_q4_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_l, "matmul_q4_0_f32_aligned_l", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_m, "matmul_q4_0_f32_aligned_m", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_0]->a_s, "matmul_q4_0_f32_aligned_s", matmul_q4_0_f32_aligned_fp32_len, matmul_q4_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->l, "matmul_q5_0_f32_l", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->m, "matmul_q5_0_f32_m", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->s, "matmul_q5_0_f32_s", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_l, "matmul_q5_0_f32_aligned_l", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_m, "matmul_q5_0_f32_aligned_m", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_s, "matmul_q5_0_f32_aligned_s", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->l, "matmul_q4_1_f32_l", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->m, "matmul_q4_1_f32_m", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->s, "matmul_q4_1_f32_s", matmul_q4_1_f32_fp32_len, matmul_q4_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_l, "matmul_q4_1_f32_aligned_l", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_m, "matmul_q4_1_f32_aligned_m", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_1]->a_s, "matmul_q4_1_f32_aligned_s", matmul_q4_1_f32_aligned_fp32_len, matmul_q4_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->l, "matmul_q5_1_f32_l", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->m, "matmul_q5_1_f32_m", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->s, "matmul_q5_1_f32_s", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_l, "matmul_q5_1_f32_aligned_l", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_m, "matmul_q5_1_f32_aligned_m", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_s, "matmul_q5_1_f32_aligned_s", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->l, "matmul_q5_0_f32_l", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->m, "matmul_q5_0_f32_m", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->s, "matmul_q5_0_f32_s", matmul_q5_0_f32_fp32_len, matmul_q5_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_l, "matmul_q5_0_f32_aligned_l", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_m, "matmul_q5_0_f32_aligned_m", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_0]->a_s, "matmul_q5_0_f32_aligned_s", matmul_q5_0_f32_aligned_fp32_len, matmul_q5_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->l, "matmul_q8_0_f32_l", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->m, "matmul_q8_0_f32_m", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->s, "matmul_q8_0_f32_s", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_l, "matmul_q8_0_f32_aligned_l", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_m, "matmul_q8_0_f32_aligned_m", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_s, "matmul_q8_0_f32_aligned_s", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->l, "matmul_q5_1_f32_l", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->m, "matmul_q5_1_f32_m", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->s, "matmul_q5_1_f32_s", matmul_q5_1_f32_fp32_len, matmul_q5_1_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_l, "matmul_q5_1_f32_aligned_l", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_m, "matmul_q5_1_f32_aligned_m", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_1]->a_s, "matmul_q5_1_f32_aligned_s", matmul_q5_1_f32_aligned_fp32_len, matmul_q5_1_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->l, "matmul_q2_k_f32_l", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->m, "matmul_q2_k_f32_m", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->s, "matmul_q2_k_f32_s", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_l, "matmul_q2_k_f32_aligned_l", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_m, "matmul_q2_k_f32_aligned_m", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_s, "matmul_q2_k_f32_aligned_s", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->l, "matmul_q8_0_f32_l", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->m, "matmul_q8_0_f32_m", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->s, "matmul_q8_0_f32_s", matmul_q8_0_f32_fp32_len, matmul_q8_0_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_l, "matmul_q8_0_f32_aligned_l", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_m, "matmul_q8_0_f32_aligned_m", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q8_0]->a_s, "matmul_q8_0_f32_aligned_s", matmul_q8_0_f32_aligned_fp32_len, matmul_q8_0_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->l, "matmul_q3_k_f32_l", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->m, "matmul_q3_k_f32_m", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->s, "matmul_q3_k_f32_s", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_l, "matmul_q3_k_f32_aligned_l", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_m, "matmul_q3_k_f32_aligned_m", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_s, "matmul_q3_k_f32_aligned_s", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->l, "matmul_q2_k_f32_l", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->m, "matmul_q2_k_f32_m", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->s, "matmul_q2_k_f32_s", matmul_q2_k_f32_fp32_len, matmul_q2_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_l, "matmul_q2_k_f32_aligned_l", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_m, "matmul_q2_k_f32_aligned_m", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q2_K]->a_s, "matmul_q2_k_f32_aligned_s", matmul_q2_k_f32_aligned_fp32_len, matmul_q2_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->l, "matmul_q4_k_f32_l", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->m, "matmul_q4_k_f32_m", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->s, "matmul_q4_k_f32_s", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_l, "matmul_q4_k_f32_aligned_l", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_m, "matmul_q4_k_f32_aligned_m", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_s, "matmul_q4_k_f32_aligned_s", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->l, "matmul_q3_k_f32_l", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->m, "matmul_q3_k_f32_m", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->s, "matmul_q3_k_f32_s", matmul_q3_k_f32_fp32_len, matmul_q3_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_l, "matmul_q3_k_f32_aligned_l", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_m, "matmul_q3_k_f32_aligned_m", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q3_K]->a_s, "matmul_q3_k_f32_aligned_s", matmul_q3_k_f32_aligned_fp32_len, matmul_q3_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->l, "matmul_q5_k_f32_l", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->m, "matmul_q5_k_f32_m", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->s, "matmul_q5_k_f32_s", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_l, "matmul_q5_k_f32_aligned_l", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_m, "matmul_q5_k_f32_aligned_m", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_s, "matmul_q5_k_f32_aligned_s", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->l, "matmul_q4_k_f32_l", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->m, "matmul_q4_k_f32_m", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->s, "matmul_q4_k_f32_s", matmul_q4_k_f32_fp32_len, matmul_q4_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_l, "matmul_q4_k_f32_aligned_l", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_m, "matmul_q4_k_f32_aligned_m", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q4_K]->a_s, "matmul_q4_k_f32_aligned_s", matmul_q4_k_f32_aligned_fp32_len, matmul_q4_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->l, "matmul_q6_k_f32_l", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->m, "matmul_q6_k_f32_m", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->s, "matmul_q6_k_f32_s", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_l, "matmul_q6_k_f32_aligned_l", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), l_wg_denoms, warptile_mmq_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), m_wg_denoms, warptile_mmq_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, 14 * sizeof(uint32_t), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->l, "matmul_q5_k_f32_l", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->m, "matmul_q5_k_f32_m", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->s, "matmul_q5_k_f32_s", matmul_q5_k_f32_fp32_len, matmul_q5_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_l, "matmul_q5_k_f32_aligned_l", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_m, "matmul_q5_k_f32_aligned_m", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q5_K]->a_s, "matmul_q5_k_f32_aligned_s", matmul_q5_k_f32_aligned_fp32_len, matmul_q5_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->l, "matmul_q6_k_f32_l", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->m, "matmul_q6_k_f32_m", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->s, "matmul_q6_k_f32_s", matmul_q6_k_f32_fp32_len, matmul_q6_k_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_l, "matmul_q6_k_f32_aligned_l", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        /*ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->l, "matmul_id_f16_l", matmul_id_f16_fp32_len, matmul_id_f16_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->m, "matmul_id_f16_m", matmul_id_f16_fp32_len, matmul_id_f16_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->s, "matmul_id_f16_s", matmul_id_f16_fp32_len, matmul_id_f16_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_l, "matmul_id_f16_aligned_l", matmul_id_f16_aligned_fp32_len, matmul_id_f16_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_m, "matmul_id_f16_aligned_m", matmul_id_f16_aligned_fp32_len, matmul_id_f16_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->a_s, "matmul_id_f16_aligned_s", matmul_id_f16_aligned_fp32_len, matmul_id_f16_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->l, "matmul_id_f16_f32_l", matmul_id_f16_f32_fp32_len, matmul_id_f16_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->m, "matmul_id_f16_f32_m", matmul_id_f16_f32_fp32_len, matmul_id_f16_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->s, "matmul_id_f16_f32_s", matmul_id_f16_f32_fp32_len, matmul_id_f16_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_l, "matmul_id_f16_f32_aligned_l", matmul_id_f16_f32_aligned_fp32_len, matmul_id_f16_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_m, "matmul_id_f16_f32_aligned_m", matmul_id_f16_f32_aligned_fp32_len, matmul_id_f16_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16_f32->a_s, "matmul_id_f16_f32_aligned_s", matmul_id_f16_f32_aligned_fp32_len, matmul_id_f16_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->l, "matmul_id_q4_0_f32_l", matmul_id_q4_0_f32_fp32_len, matmul_id_q4_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->m, "matmul_id_q4_0_f32_m", matmul_id_q4_0_f32_fp32_len, matmul_id_q4_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->s, "matmul_id_q4_0_f32_s", matmul_id_q4_0_f32_fp32_len, matmul_id_q4_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_l, "matmul_id_q4_0_f32_aligned_l", matmul_id_q4_0_f32_aligned_fp32_len, matmul_id_q4_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_m, "matmul_id_q4_0_f32_aligned_m", matmul_id_q4_0_f32_aligned_fp32_len, matmul_id_q4_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_0]->a_s, "matmul_id_q4_0_f32_aligned_s", matmul_id_q4_0_f32_aligned_fp32_len, matmul_id_q4_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->l, "matmul_id_q4_0_f32_l", matmul_id_q4_1_f32_fp32_len, matmul_id_q4_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->m, "matmul_id_q4_0_f32_m", matmul_id_q4_1_f32_fp32_len, matmul_id_q4_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->s, "matmul_id_q4_0_f32_s", matmul_id_q4_1_f32_fp32_len, matmul_id_q4_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_l, "matmul_id_q4_0_f32_aligned_l", matmul_id_q4_1_f32_aligned_fp32_len, matmul_id_q4_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_m, "matmul_id_q4_0_f32_aligned_m", matmul_id_q4_1_f32_aligned_fp32_len, matmul_id_q4_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_1]->a_s, "matmul_id_q4_0_f32_aligned_s", matmul_id_q4_1_f32_aligned_fp32_len, matmul_id_q4_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->l, "matmul_id_q5_0_f32_l", matmul_id_q5_0_f32_fp32_len, matmul_id_q5_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->m, "matmul_id_q5_0_f32_m", matmul_id_q5_0_f32_fp32_len, matmul_id_q5_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->s, "matmul_id_q5_0_f32_s", matmul_id_q5_0_f32_fp32_len, matmul_id_q5_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_l, "matmul_id_q5_0_f32_aligned_l", matmul_id_q5_0_f32_aligned_fp32_len, matmul_id_q5_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_m, "matmul_id_q5_0_f32_aligned_m", matmul_id_q5_0_f32_aligned_fp32_len, matmul_id_q5_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_0]->a_s, "matmul_id_q5_0_f32_aligned_s", matmul_id_q5_0_f32_aligned_fp32_len, matmul_id_q5_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->l, "matmul_id_q5_1_f32_l", matmul_id_q5_1_f32_fp32_len, matmul_id_q5_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->m, "matmul_id_q5_1_f32_m", matmul_id_q5_1_f32_fp32_len, matmul_id_q5_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->s, "matmul_id_q5_1_f32_s", matmul_id_q5_1_f32_fp32_len, matmul_id_q5_1_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_l, "matmul_id_q5_1_f32_aligned_l", matmul_id_q5_1_f32_aligned_fp32_len, matmul_id_q5_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_m, "matmul_id_q5_1_f32_aligned_m", matmul_id_q5_1_f32_aligned_fp32_len, matmul_id_q5_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_1]->a_s, "matmul_id_q5_1_f32_aligned_s", matmul_id_q5_1_f32_aligned_fp32_len, matmul_id_q5_1_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->l, "matmul_id_q8_0_f32_l", matmul_id_q8_0_f32_fp32_len, matmul_id_q8_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->m, "matmul_id_q8_0_f32_m", matmul_id_q8_0_f32_fp32_len, matmul_id_q8_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->s, "matmul_id_q8_0_f32_s", matmul_id_q8_0_f32_fp32_len, matmul_id_q8_0_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_l, "matmul_id_q8_0_f32_aligned_l", matmul_id_q8_0_f32_aligned_fp32_len, matmul_id_q8_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_m, "matmul_id_q8_0_f32_aligned_m", matmul_id_q8_0_f32_aligned_fp32_len, matmul_id_q8_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q8_0]->a_s, "matmul_id_q8_0_f32_aligned_s", matmul_id_q8_0_f32_aligned_fp32_len, matmul_id_q8_0_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->l, "matmul_id_q2_k_f32_l", matmul_id_q2_k_f32_fp32_len, matmul_id_q2_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->m, "matmul_id_q2_k_f32_m", matmul_id_q2_k_f32_fp32_len, matmul_id_q2_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->s, "matmul_id_q2_k_f32_s", matmul_id_q2_k_f32_fp32_len, matmul_id_q2_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_l, "matmul_id_q2_k_f32_aligned_l", matmul_id_q2_k_f32_aligned_fp32_len, matmul_id_q2_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_m, "matmul_id_q2_k_f32_aligned_m", matmul_id_q2_k_f32_aligned_fp32_len, matmul_id_q2_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q2_K]->a_s, "matmul_id_q2_k_f32_aligned_s", matmul_id_q2_k_f32_aligned_fp32_len, matmul_id_q2_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->l, "matmul_id_q3_k_f32_l", matmul_id_q3_k_f32_fp32_len, matmul_id_q3_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->m, "matmul_id_q3_k_f32_m", matmul_id_q3_k_f32_fp32_len, matmul_id_q3_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->s, "matmul_id_q3_k_f32_s", matmul_id_q3_k_f32_fp32_len, matmul_id_q3_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_l, "matmul_id_q3_k_f32_aligned_l", matmul_id_q3_k_f32_aligned_fp32_len, matmul_id_q3_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_m, "matmul_id_q3_k_f32_aligned_m", matmul_id_q3_k_f32_aligned_fp32_len, matmul_id_q3_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q3_K]->a_s, "matmul_id_q3_k_f32_aligned_s", matmul_id_q3_k_f32_aligned_fp32_len, matmul_id_q3_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->l, "matmul_id_q4_k_f32_l", matmul_id_q4_k_f32_fp32_len, matmul_id_q4_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->m, "matmul_id_q4_k_f32_m", matmul_id_q4_k_f32_fp32_len, matmul_id_q4_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->s, "matmul_id_q4_k_f32_s", matmul_id_q4_k_f32_fp32_len, matmul_id_q4_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_l, "matmul_id_q4_k_f32_aligned_l", matmul_id_q4_k_f32_aligned_fp32_len, matmul_id_q4_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_m, "matmul_id_q4_k_f32_aligned_m", matmul_id_q4_k_f32_aligned_fp32_len, matmul_id_q4_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q4_K]->a_s, "matmul_id_q4_k_f32_aligned_s", matmul_id_q4_k_f32_aligned_fp32_len, matmul_id_q4_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->l, "matmul_id_q5_k_f32_l", matmul_id_q5_k_f32_fp32_len, matmul_id_q5_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->m, "matmul_id_q5_k_f32_m", matmul_id_q5_k_f32_fp32_len, matmul_id_q5_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->s, "matmul_id_q5_k_f32_s", matmul_id_q5_k_f32_fp32_len, matmul_id_q5_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_l, "matmul_id_q5_k_f32_aligned_l", matmul_id_q5_k_f32_aligned_fp32_len, matmul_id_q5_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_m, "matmul_id_q5_k_f32_aligned_m", matmul_id_q5_k_f32_aligned_fp32_len, matmul_id_q5_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q5_K]->a_s, "matmul_id_q5_k_f32_aligned_s", matmul_id_q5_k_f32_aligned_fp32_len, matmul_id_q5_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->l, "matmul_id_q6_k_f32_l", matmul_id_q6_k_f32_fp32_len, matmul_id_q6_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->m, "matmul_id_q6_k_f32_m", matmul_id_q6_k_f32_fp32_len, matmul_id_q6_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->s, "matmul_id_q6_k_f32_s", matmul_id_q6_k_f32_fp32_len, matmul_id_q6_k_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_l, "matmul_id_q6_k_f32_aligned_l", matmul_id_q6_k_f32_aligned_fp32_len, matmul_id_q6_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_mmq_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_m, "matmul_id_q6_k_f32_aligned_m", matmul_id_q6_k_f32_aligned_fp32_len, matmul_id_q6_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_s, "matmul_id_q6_k_f32_aligned_s", matmul_id_q6_k_f32_aligned_fp32_len, matmul_id_q6_k_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);*/
     }
 
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_F16 ], "mul_mat_vec_f16_f32",  mul_mat_vec_f16_f32_len,  mul_mat_vec_f16_f32_data,  "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q4_0], "mul_mat_vec_q4_0_f32", mul_mat_vec_q4_0_f32_len, mul_mat_vec_q4_0_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q4_1], "mul_mat_vec_q4_1_f32", mul_mat_vec_q4_1_f32_len, mul_mat_vec_q4_1_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q5_0], "mul_mat_vec_q5_0_f32", mul_mat_vec_q5_0_f32_len, mul_mat_vec_q5_0_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q5_1], "mul_mat_vec_q5_1_f32", mul_mat_vec_q5_1_f32_len, mul_mat_vec_q5_1_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q8_0], "mul_mat_vec_q8_0_f32", mul_mat_vec_q8_0_f32_len, mul_mat_vec_q8_0_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_K_f32", mul_mat_vec_q2_K_f32_len, mul_mat_vec_q2_K_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_K_f32", mul_mat_vec_q3_K_f32_len, mul_mat_vec_q3_K_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_K_f32", mul_mat_vec_q4_K_f32_len, mul_mat_vec_q4_K_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_K_f32", mul_mat_vec_q5_K_f32_len, mul_mat_vec_q5_K_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_K_f32", mul_mat_vec_q6_K_f32_len, mul_mat_vec_q6_K_f32_data, "main", 3, 3 * sizeof(uint32_t), {1, 1, 1}, { device->subgroup_size }, 1);
+    // mul mat vec
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_F16 ], "mul_mat_vec_f16_f32_f32",  mul_mat_vec_f16_f32_f32_len,  mul_mat_vec_f16_f32_f32_data,  "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q4_0], "mul_mat_vec_q4_0_f32_f32", mul_mat_vec_q4_0_f32_f32_len, mul_mat_vec_q4_0_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q4_1], "mul_mat_vec_q4_1_f32_f32", mul_mat_vec_q4_1_f32_f32_len, mul_mat_vec_q4_1_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_0], "mul_mat_vec_q5_0_f32_f32", mul_mat_vec_q5_0_f32_f32_len, mul_mat_vec_q5_0_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_1], "mul_mat_vec_q5_1_f32_f32", mul_mat_vec_q5_1_f32_f32_len, mul_mat_vec_q5_1_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q8_0], "mul_mat_vec_q8_0_f32_f32", mul_mat_vec_q8_0_f32_f32_len, mul_mat_vec_q8_0_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_K_f32_f32", mul_mat_vec_q2_K_f32_f32_len, mul_mat_vec_q2_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_K_f32_f32", mul_mat_vec_q3_K_f32_f32_len, mul_mat_vec_q3_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_K_f32_f32", mul_mat_vec_q4_K_f32_f32_len, mul_mat_vec_q4_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_K_f32_f32", mul_mat_vec_q5_K_f32_f32_len, mul_mat_vec_q5_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_K_f32_f32", mul_mat_vec_q6_K_f32_f32_len, mul_mat_vec_q6_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_F16 ], "mul_mat_vec_f16_f16_f32",  mul_mat_vec_f16_f16_f32_len,  mul_mat_vec_f16_f16_f32_data,  "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q4_0], "mul_mat_vec_q4_0_f16_f32", mul_mat_vec_q4_0_f16_f32_len, mul_mat_vec_q4_0_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q4_1], "mul_mat_vec_q4_1_f16_f32", mul_mat_vec_q4_1_f16_f32_len, mul_mat_vec_q4_1_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_0], "mul_mat_vec_q5_0_f16_f32", mul_mat_vec_q5_0_f16_f32_len, mul_mat_vec_q5_0_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_1], "mul_mat_vec_q5_1_f16_f32", mul_mat_vec_q5_1_f16_f32_len, mul_mat_vec_q5_1_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q8_0], "mul_mat_vec_q8_0_f16_f32", mul_mat_vec_q8_0_f16_f32_len, mul_mat_vec_q8_0_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_K_f16_f32", mul_mat_vec_q2_K_f16_f32_len, mul_mat_vec_q2_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_K_f16_f32", mul_mat_vec_q3_K_f16_f32_len, mul_mat_vec_q3_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_K_f16_f32", mul_mat_vec_q4_K_f16_f32_len, mul_mat_vec_q4_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_K_f16_f32", mul_mat_vec_q5_K_f16_f32_len, mul_mat_vec_q5_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_K_f16_f32", mul_mat_vec_q6_K_f16_f32_len, mul_mat_vec_q6_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+
+    /*ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_F16 ], "mul_mat_vec_id_f16_f32",  mul_mat_vec_id_f16_f32_len,  mul_mat_vec_id_f16_f32_data,  "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q4_0], "mul_mat_vec_id_q4_0_f32", mul_mat_vec_id_q4_0_f32_len, mul_mat_vec_id_q4_0_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q4_1], "mul_mat_vec_id_q4_1_f32", mul_mat_vec_id_q4_1_f32_len, mul_mat_vec_id_q4_1_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_0], "mul_mat_vec_id_q5_0_f32", mul_mat_vec_id_q5_0_f32_len, mul_mat_vec_id_q5_0_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_1], "mul_mat_vec_id_q5_1_f32", mul_mat_vec_id_q5_1_f32_len, mul_mat_vec_id_q5_1_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q8_0], "mul_mat_vec_id_q8_0_f32", mul_mat_vec_id_q8_0_f32_len, mul_mat_vec_id_q8_0_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q2_K], "mul_mat_vec_id_q2_K_f32", mul_mat_vec_id_q2_K_f32_len, mul_mat_vec_id_q2_K_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q3_K], "mul_mat_vec_id_q3_K_f32", mul_mat_vec_id_q3_K_f32_len, mul_mat_vec_id_q3_K_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q4_K], "mul_mat_vec_id_q4_K_f32", mul_mat_vec_id_q4_K_f32_len, mul_mat_vec_id_q4_K_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_K], "mul_mat_vec_id_q5_K_f32", mul_mat_vec_id_q5_K_f32_len, mul_mat_vec_id_q5_K_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q6_K], "mul_mat_vec_id_q6_K_f32", mul_mat_vec_id_q6_K_f32_len, mul_mat_vec_id_q6_K_f32_data, "main", 4, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);*/
 
     // dequant shaders
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_F32 ], "f32_to_f16",   dequant_f32_len,  dequant_f32_data,  "main", 2, 5 * sizeof(uint32_t), {256 * 16, 1, 1}, {}, 1);
@@ -1257,13 +1517,14 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
 
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_diag_mask_inf_f32, "diag_mask_inf_f32", diag_mask_inf_f32_len, diag_mask_inf_f32_data, "main", 2, sizeof(vk_op_diag_mask_push_constants), {512, 1, 1}, {}, 1);
 
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_soft_max_f32, "soft_max_f32", soft_max_f32_len, soft_max_f32_data, "main", 4, sizeof(vk_op_soft_max_push_constants), {1, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_soft_max_f32, "soft_max_f32", soft_max_f32_len, soft_max_f32_data, "main", 3, sizeof(vk_op_soft_max_push_constants), {1, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_soft_max_f32_f16, "soft_max_f32_f16", soft_max_f32_f16_len, soft_max_f32_f16_data, "main", 3, sizeof(vk_op_soft_max_push_constants), {1, 1, 1}, {}, 1);
 
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_f32, "rope_f32", rope_f32_len, rope_f32_data, "main", 3, sizeof(vk_op_rope_push_constants), {1, 512, 1}, {}, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_f16, "rope_f16", rope_f16_len, rope_f16_data, "main", 3, sizeof(vk_op_rope_push_constants), {1, 512, 1}, {}, 1);
 
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_neox_f32, "rope_neox_f32", rope_neox_f32_len, rope_neox_f32_data, "main", 3, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_neox_f16, "rope_neox_f16", rope_neox_f16_len, rope_neox_f16_data, "main", 3, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_neox_f32, "rope_neox_f32", rope_neox_f32_len, rope_neox_f32_data, "main", 4, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_rope_neox_f16, "rope_neox_f16", rope_neox_f16_len, rope_neox_f16_data, "main", 4, sizeof(vk_op_rope_neox_push_constants), {1, 512, 1}, {}, 1);
 
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_argsort_f32, "argsort_f32", argsort_f32_len, argsort_f32_data, "main", 2, sizeof(vk_op_argsort_push_constants), {1024, 1, 1}, {}, 1);
 }
@@ -1614,7 +1875,6 @@ static void ggml_vk_init(ggml_backend_vk_context * ctx, size_t idx) {
     ctx->compute_ctx = nullptr;
     ctx->transfer_ctx = nullptr;
 
-    ctx->disable = false;
     ctx->initialized = true;
 
     ctx->idx = idx;
@@ -1658,6 +1918,9 @@ static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_pipeline(ggml_backend_vk_conte
     if (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_F32) {
         return ctx->device->pipeline_matmul_f32;
     }
+    if (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_F16) {
+        return ctx->device->pipeline_matmul_f32_f16;
+    }
     if (src0_type == GGML_TYPE_F16 && src1_type == GGML_TYPE_F32) {
         return ctx->device->pipeline_matmul_f16_f32;
     }
@@ -1686,11 +1949,48 @@ static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_pipeline(ggml_backend_vk_conte
     return ctx->device->pipeline_dequant_mul_mat_mat[src0_type];
 }
 
-static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec(ggml_backend_vk_context * ctx, ggml_type type) {
+static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_id_pipeline(ggml_backend_vk_context * ctx, ggml_type src0_type, ggml_type src1_type) {
+#ifdef GGML_VULKAN_DEBUG
+    std::cerr << "ggml_vk_get_mul_mat_mat_id_pipeline()" << std::endl;
+#endif
+    if (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_F32) {
+        return ctx->device->pipeline_matmul_id_f32;
+    }
+    if (src0_type == GGML_TYPE_F16 && src1_type == GGML_TYPE_F32) {
+        return ctx->device->pipeline_matmul_id_f16_f32;
+    }
+    if (src0_type == GGML_TYPE_F16 && src1_type == GGML_TYPE_F16) {
+        return ctx->device->pipeline_matmul_id_f16;
+    }
+
+    GGML_ASSERT(src1_type == GGML_TYPE_F32);
+
+    switch (src0_type) {
+        case GGML_TYPE_Q4_0:
+        case GGML_TYPE_Q4_1:
+        case GGML_TYPE_Q5_0:
+        case GGML_TYPE_Q5_1:
+        case GGML_TYPE_Q8_0:
+        case GGML_TYPE_Q2_K:
+        case GGML_TYPE_Q3_K:
+        case GGML_TYPE_Q4_K:
+        case GGML_TYPE_Q5_K:
+        case GGML_TYPE_Q6_K:
+            break;
+        default:
+            return nullptr;
+    }
+
+    return ctx->device->pipeline_dequant_mul_mat_mat_id[src0_type];
+}
+
+static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec(ggml_backend_vk_context * ctx, ggml_type a_type, ggml_type b_type) {
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_get_dequantize_mul_mat_vec()" << std::endl;
 #endif
-    switch (type) {
+    GGML_ASSERT(b_type == GGML_TYPE_F32 || b_type == GGML_TYPE_F16);
+
+    switch (a_type) {
         case GGML_TYPE_F16:
         case GGML_TYPE_Q4_0:
         case GGML_TYPE_Q4_1:
@@ -1707,7 +2007,7 @@ static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec(ggml_backend_vk_context *
             return nullptr;
     }
 
-    return ctx->device->pipeline_dequant_mul_mat_vec_f32[type];
+    return b_type == GGML_TYPE_F32 ? ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[a_type] : ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[a_type];
 }
 
 static vk_buffer ggml_vk_pool_malloc(ggml_backend_vk_context * ctx, size_t size) {
@@ -1913,6 +2213,9 @@ static void ggml_vk_ctx_begin(ggml_backend_vk_context * ctx, vk_context * subctx
 }
 
 static size_t ggml_vk_align_size(size_t width, size_t align) {
+#ifdef GGML_VULKAN_DEBUG
+    std::cerr << "ggml_vk_align_size(" << width << ", " << align << ")" << std::endl;
+#endif
     return CEIL_DIV(width, align) * align;
 }
 
@@ -2368,11 +2671,13 @@ static uint32_t ggml_vk_guess_split_k(int m, int n, int k) {
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_guess_split_k(" << m << ", " << n << ", " << k << ")" << std::endl;
 #endif
-    if (k > 128 && (m < 128 || n < 128) && m > 2 && n > 2) {
-        return 4;
-    }
+    // if (k > 128 && (m < 128 || n < 128) && m > 2 && n > 2) {
+    //     return 4;
+    // }
 
     return 1;
+
+    GGML_UNUSED(m); GGML_UNUSED(n); GGML_UNUSED(k);
 }
 
 static vk_pipeline ggml_vk_guess_matmul_pipeline_amd(ggml_backend_vk_context * ctx, vk_matmul_pipeline& mmp, int m, int n, bool aligned) {
@@ -2424,25 +2729,58 @@ static uint32_t ggml_vk_guess_matmul_pipeline_align(ggml_backend_vk_context * ct
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_guess_matmul_pipeline_align(" << m << ", " << n << ")" << std::endl;
 #endif
-    return ggml_vk_guess_matmul_pipeline(ctx, mmp, m, n, false)->align;
+    return ggml_vk_guess_matmul_pipeline(ctx, mmp, m, n, true)->align;
 }
 
-static void ggml_vk_matmul(ggml_backend_vk_context * ctx, vk_context * subctx, vk_pipeline& pipeline, vk_subbuffer&& a, vk_subbuffer&& b, vk_subbuffer&& d, vk_subbuffer&& split_k_buffer, uint32_t m, uint32_t n, uint32_t k, uint32_t stride_a, uint32_t stride_b, uint32_t stride_d, uint32_t split_k, uint32_t batch, uint32_t ne02, uint32_t ne12, uint32_t broadcast2, uint32_t broadcast3, uint32_t batch_stride_a, uint32_t batch_stride_b, uint32_t batch_stride_d) {
+static void ggml_vk_matmul(
+        ggml_backend_vk_context * ctx, vk_context * subctx, vk_pipeline& pipeline,
+        vk_subbuffer&& a, vk_subbuffer&& b, vk_subbuffer&& d, vk_subbuffer&& split_k_buffer,
+        uint32_t m, uint32_t n, uint32_t k, uint32_t stride_a, uint32_t stride_b, uint32_t stride_d,
+        uint32_t split_k, uint32_t batch, uint32_t ne02, uint32_t ne12, uint32_t broadcast2, uint32_t broadcast3,
+        uint32_t batch_stride_a, uint32_t batch_stride_b, uint32_t batch_stride_d,
+        uint32_t expert_stride_b, uint32_t expert_stride_d, uint32_t idx, uint32_t nbi1, uint32_t n_as) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_matmul(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), c: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), split_k: (" << split_k_buffer.buffer->buffer << ", " << split_k_buffer.offset << ", " << split_k_buffer.size << "), m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", split_k: " << split_k << ", batch: " << batch << ", ne02: " << ne02 << ", ne12: " << ne12 << ", broadcast2: " << broadcast2 << ", broadcast3: " << broadcast3 << ", batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ")" << std::endl;
+    std::cerr << "ggml_vk_matmul(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), c: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), split_k: (" << (split_k_buffer.buffer != nullptr ? split_k_buffer.buffer->buffer : VK_NULL_HANDLE) << ", " << split_k_buffer.offset << ", " << split_k_buffer.size << "), m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", split_k: " << split_k << ", batch: " << batch << ", ne02: " << ne02 << ", ne12: " << ne12 << ", broadcast2: " << broadcast2 << ", broadcast3: " << broadcast3 << ", batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ")" << std::endl;
 #endif
     ggml_vk_sync_buffers(subctx);
     if (split_k == 1) {
-        const std::array<uint32_t, 14> pc = { m, n, k, stride_a, stride_b, stride_d, k, ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d };
-        ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { a, b, d }, pc.size() * sizeof(uint32_t), pc.data(), { m, n, batch });
+        const vk_mat_mat_push_constants pc = { m, n, k, stride_a, stride_b, stride_d, k, ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d, expert_stride_b, expert_stride_d, idx, nbi1, n_as };
+        ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { a, b, d }, sizeof(vk_mat_mat_push_constants), &pc, { m, n, batch });
         return;
     }
 
     GGML_ASSERT(batch_stride_d == m * n);
 
-    const std::array<uint32_t, 14> pc1 = { m, n, k, stride_a, stride_b, stride_d, CEIL_DIV(k, split_k), ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d };
+    const vk_mat_mat_push_constants pc1 = { m, n, k, stride_a, stride_b, stride_d, CEIL_DIV(k, split_k), ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d, expert_stride_b, expert_stride_d, idx, nbi1, n_as };
     // Make sure enough workgroups get assigned for split k to work
-    ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { a, b, split_k_buffer }, pc1.size() * sizeof(uint32_t), pc1.data(), { (CEIL_DIV(m, pipeline->wg_denoms[0]) * pipeline->wg_denoms[0]) * split_k, n, batch });
+    ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { a, b, split_k_buffer }, sizeof(vk_mat_mat_push_constants), &pc1, { (CEIL_DIV(m, pipeline->wg_denoms[0]) * pipeline->wg_denoms[0]) * split_k, n, batch });
+    ggml_vk_sync_buffers(subctx);
+    const std::array<uint32_t, 2> pc2 = { (uint32_t)(m * n * batch), split_k };
+    ggml_vk_dispatch_pipeline(ctx, subctx, ctx->device->pipeline_matmul_split_k_reduce, { split_k_buffer, d }, pc2.size() * sizeof(uint32_t), pc2.data(), { m * n * batch, 1, 1 });
+}
+
+static void ggml_vk_matmul_id(
+        ggml_backend_vk_context * ctx, vk_context * subctx, vk_pipeline& pipeline,
+        vk_subbuffer&& ids, vk_subbuffer&& b, vk_subbuffer&& d, vk_subbuffer&& a, vk_subbuffer&& split_k_buffer,
+        uint32_t m, uint32_t n, uint32_t k, uint32_t stride_a, uint32_t stride_b, uint32_t stride_d,
+        uint32_t split_k, uint32_t batch, uint32_t ne02, uint32_t ne12, uint32_t broadcast2, uint32_t broadcast3,
+        uint32_t batch_stride_a, uint32_t batch_stride_b, uint32_t batch_stride_d,
+        uint32_t expert_stride_b, uint32_t expert_stride_d, uint32_t idx, uint32_t nbi1, uint32_t n_as) {
+#ifdef GGML_VULKAN_DEBUG
+    std::cerr << "ggml_vk_matmul(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), c: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), split_k: (" << split_k_buffer.buffer->buffer << ", " << split_k_buffer.offset << ", " << split_k_buffer.size << "), m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", split_k: " << split_k << ", batch: " << batch << ", ne02: " << ne02 << ", ne12: " << ne12 << ", broadcast2: " << broadcast2 << ", broadcast3: " << broadcast3 << ", batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ")" << std::endl;
+#endif
+    ggml_vk_sync_buffers(subctx);
+    if (split_k == 1) {
+        const vk_mat_mat_push_constants pc = { m, n, k, stride_a, stride_b, stride_d, k, ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d, expert_stride_b, expert_stride_d, idx, nbi1, n_as };
+        ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { ids, b, d, a }, sizeof(vk_mat_mat_push_constants), &pc, { m, n, batch });
+        return;
+    }
+
+    GGML_ASSERT(batch_stride_d == m * n);
+
+    const vk_mat_mat_push_constants pc1 = { m, n, k, stride_a, stride_b, stride_d, CEIL_DIV(k, split_k), ne02, ne12, broadcast2, broadcast3, batch_stride_a, batch_stride_b, batch_stride_d, expert_stride_b, expert_stride_d, idx, nbi1, n_as };
+    // Make sure enough workgroups get assigned for split k to work
+    ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { ids, b, split_k_buffer, a }, sizeof(vk_mat_mat_push_constants), &pc1, { (CEIL_DIV(m, pipeline->wg_denoms[0]) * pipeline->wg_denoms[0]) * split_k, n, batch });
     ggml_vk_sync_buffers(subctx);
     const std::array<uint32_t, 2> pc2 = { (uint32_t)(m * n * batch), split_k };
     ggml_vk_dispatch_pipeline(ctx, subctx, ctx->device->pipeline_matmul_split_k_reduce, { split_k_buffer, d }, pc2.size() * sizeof(uint32_t), pc2.data(), { m * n * batch, 1, 1 });
@@ -2472,7 +2810,7 @@ static vk_pipeline ggml_vk_get_cpy_pipeline(ggml_backend_vk_context * ctx, ggml_
 
 static void ggml_vk_cpy_to_contiguous(ggml_backend_vk_context * ctx, vk_context * subctx, vk_pipeline pipeline, const ggml_tensor * tensor, vk_subbuffer&& in, vk_subbuffer&& out) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_cpy_to_contiguous((" << tensor << ", type=" << tensor->type << ", backend=" << tensor->backend << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << "), ";
+    std::cerr << "ggml_vk_cpy_to_contiguous((" << tensor << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << "), ";
     std::cerr << "buffer in size=" << in.buffer->size << ", buffer out size=" << out.buffer->size << ")" << std::endl;
 #endif
     const int tensor_type_size = ggml_type_size(tensor->type);
@@ -2492,9 +2830,9 @@ static void ggml_vk_cpy_to_contiguous(ggml_backend_vk_context * ctx, vk_context
 
 static void ggml_vk_mul_mat_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
-    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+    std::cerr << "ggml_vk_mul_mat_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
 #endif
     GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
@@ -2557,7 +2895,7 @@ static void ggml_vk_mul_mat_q_f16(ggml_backend_vk_context * ctx, vk_context * su
     const int d_ne = ne11 * ne01;
 
     const uint32_t kpad = ggml_vk_align_size(ne10, ggml_vk_guess_matmul_pipeline_align(ctx, mmp, ne01, ne11));
-    const bool aligned = ne10 == kpad;
+    const bool aligned = ne10 == kpad && ne01 > 8 && ne11 > 8;
 
     const uint32_t split_k = ggml_vk_guess_split_k(ne01, ne11, ne10);
 
@@ -2655,20 +2993,20 @@ static void ggml_vk_mul_mat_q_f16(ggml_backend_vk_context * ctx, vk_context * su
     }
 
     // compute
-    ggml_vk_matmul(ctx, subctx, pipeline, { d_X, x_buf_offset, x_sz * ne02 * ne03 }, { d_Y, y_buf_offset, y_sz * ne12 * ne13 }, { d_D, d_buf_offset, d_sz * ne12 * ne13 }, { ctx->prealloc_split_k, 0, d_sz * ne12 * ne13 * split_k }, ne01, ne11, ne10, ne10, ne10, ne01, split_k, ne12*ne13, ne02, ne12, r2, r3, stride_batch_x, stride_batch_y, ne20*ne21);  // NOLINT
-
-    if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-        // copy dst to host
-        float * d = (float *) ((char *) dst->data);
-        ggml_vk_buffer_read_async(ctx, subctx, d_D, 0, d, sizeof(float) * d_ne * ne12 * ne13);
-    }
+    ggml_vk_matmul(
+        ctx, subctx, pipeline,
+        { d_X, x_buf_offset, x_sz * ne02 * ne03 }, { d_Y, y_buf_offset, y_sz * ne12 * ne13 },
+        { d_D, d_buf_offset, d_sz * ne12 * ne13 }, { ctx->prealloc_split_k, 0, d_sz * ne12 * ne13 * split_k },
+        ne01, ne11, ne10, ne10, ne10, ne01, split_k, ne12*ne13, ne02, ne12, r2, r3, stride_batch_x, stride_batch_y, ne20*ne21,
+        0, 0, 0, 0, 1
+    );  // NOLINT
 }
 
 static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_vec_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ",  backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
-    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ",  backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ",  backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+    std::cerr << "ggml_vk_mul_mat_vec_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
 #endif
     GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
@@ -2685,8 +3023,10 @@ static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context
 
     GGML_ASSERT(ne11 == 1);
 
-    const uint64_t nb2  = dst->nb[2];
-    const uint64_t nb3  = dst->nb[3];
+    const uint64_t ne20 = dst->ne[0];
+    const uint64_t ne21 = dst->ne[1];
+    const uint64_t ne22 = dst->ne[2];
+    const uint64_t ne23 = dst->ne[3];
 
     const uint64_t r2 = ne12 / ne02;
     const uint64_t r3 = ne13 / ne03;
@@ -2718,6 +3058,9 @@ static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context
     const bool qx_needs_dequant = x_non_contig;
     const bool qy_needs_dequant = (src1->type != GGML_TYPE_F16 && !f16_f32_kernel) || y_non_contig;
 
+    // Not implemented
+    GGML_ASSERT(y_non_contig || !qy_needs_dequant);  // NOLINT
+
     const uint64_t x_ne = ne01 * ne00;
     const uint64_t y_ne = ne11 * ne10;
     const uint64_t d_ne = ne11 * ne01;
@@ -2770,7 +3113,7 @@ static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context
     } else {
         to_fp16_vk_1 = ggml_vk_get_to_fp16(ctx, src1->type);
     }
-    vk_pipeline dmmv = ggml_vk_get_dequantize_mul_mat_vec(ctx, src0->type);
+    vk_pipeline dmmv = ggml_vk_get_dequantize_mul_mat_vec(ctx, src0->type, src1->type);
     GGML_ASSERT(!qx_needs_dequant || to_fp16_vk_0 != nullptr);  // NOLINT
     GGML_ASSERT(!qy_needs_dequant || to_fp16_vk_1 != nullptr);  // NOLINT
     GGML_ASSERT(dmmv != nullptr);
@@ -2793,53 +3136,34 @@ static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context
         ggml_vk_cpy_to_contiguous(ctx, subctx, to_fp16_vk_1, src1, { d_Qy, qy_buf_offset, VK_WHOLE_SIZE }, { d_Y, 0, VK_WHOLE_SIZE });
     }
 
-    for (uint64_t i13 = 0; i13 < ne13; i13++) {
-        const uint64_t i03 = i13 / r3;
-        for (uint64_t i12 = 0; i12 < ne12; i12++) {
-            const uint64_t i02 = i12 / r2;
+    uint32_t stride_batch_x = ne00*ne01;
+    uint32_t stride_batch_y = ne10*ne11;
 
-            const uint64_t it_idx0 = (i03 * ne02 + i02);
-            const uint64_t it_idx1 = (i13 * ne12 + i12);
-            const uint64_t x_offset = x_buf_offset + x_sz * it_idx0;
-            const uint64_t qy_offset = qy_buf_offset + qy_sz * it_idx1;
-            const uint64_t y_offset = y_buf_offset + y_sz * it_idx1;
-            const uint64_t d_offset = d_buf_offset + d_sz * it_idx1;
-
-            const uint64_t y_buffer_offset = (y_offset / ctx->device->properties.limits.minStorageBufferOffsetAlignment) * ctx->device->properties.limits.minStorageBufferOffsetAlignment;
-            const uint64_t y_shader_offset = y_offset - y_buffer_offset;
-
-            const uint64_t d_buffer_offset = (d_offset / ctx->device->properties.limits.minStorageBufferOffsetAlignment) * ctx->device->properties.limits.minStorageBufferOffsetAlignment;
-            const uint64_t d_shader_offset = d_offset - d_buffer_offset;
-
-            if (!y_non_contig && qy_needs_dequant) {
-                const std::vector<uint32_t> pc = { (uint32_t)ne11, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)(y_ne / 32) };
-                ggml_vk_sync_buffers(subctx);
-                ggml_vk_dispatch_pipeline(ctx, subctx, to_fp16_vk_1, { { d_Qy, qy_offset, qy_sz }, { d_Y, y_offset, y_sz } }, pc.size() * sizeof(uint32_t), pc.data(), { (uint32_t)y_ne, 1, 1});
-            }
-
-            // compute
-            const std::array<uint32_t, 3> pc = { (uint32_t)ne00, (uint32_t)(y_shader_offset / ggml_type_size(src1->type)), (uint32_t)(d_shader_offset / ggml_type_size(dst->type))};
-            ggml_vk_sync_buffers(subctx);
-            ggml_vk_dispatch_pipeline(ctx, subctx, dmmv, { { d_X, x_offset, x_sz }, { d_Y, y_buffer_offset, y_sz + y_shader_offset }, { d_D, d_buffer_offset, d_sz + d_shader_offset } }, 3 * sizeof(int), &pc, { (uint32_t)ne01, 1, 1});
-
-            if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-                // copy dst to host
-                float * d = (float *) ((char *) dst->data + i12*nb2 + i13*nb3);
-                ggml_vk_sync_buffers(subctx);
-                ggml_vk_buffer_read_async(ctx, subctx, d_D, d_offset, d, sizeof(float) * d_ne);
-            }
-        }
+    if (!ggml_vk_dim01_contiguous(src0) && !qx_needs_dequant) {
+        stride_batch_x = src0->nb[0] / ggml_type_size(src0->type);
     }
+
+    if (!ggml_vk_dim01_contiguous(src1) && !qy_needs_dequant) {
+        stride_batch_y = src1->nb[0] / ggml_type_size(src1->type);
+    }
+
+    // compute
+    const vk_mat_vec_push_constants pc = {
+        (uint32_t)ne00, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)ne01,
+        (uint32_t)ne02, (uint32_t)ne12, (uint32_t)r2, (uint32_t)r3,
+        stride_batch_x, stride_batch_y, (uint32_t)(ne20*ne21),
+    };
+    ggml_vk_sync_buffers(subctx);
+    ggml_vk_dispatch_pipeline(ctx, subctx, dmmv, { { d_X, x_buf_offset, x_sz * ne02 * ne03 }, { d_Y, y_buf_offset, y_sz * ne12 * ne13 }, { d_D, d_buf_offset, d_sz * ne22 * ne23} }, sizeof(vk_mat_vec_push_constants), &pc, { (uint32_t)ne01, (uint32_t)(ne12 * ne13), 1});
 }
 
 static void ggml_vk_mul_mat_vec_p021_f16_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_p021_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ",  backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
-    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ",  backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ",  backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+    std::cerr << "ggml_vk_mul_mat_p021_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
 #endif
     GGML_ASSERT(ggml_is_permuted(src0) && ggml_is_permuted(src1));
-    GGML_ASSERT(src0->backend == GGML_BACKEND_TYPE_GPU);
     GGML_ASSERT(src0->nb[0] <= src0->nb[1] && src0->nb[2] <= src0->nb[3]);  // NOLINT
     GGML_ASSERT(src1->nb[0] <= src1->nb[1] && src1->nb[2] <= src1->nb[3]);  // NOLINT
     GGML_ASSERT(src0->type == GGML_TYPE_F16);
@@ -2904,25 +3228,17 @@ static void ggml_vk_mul_mat_vec_p021_f16_f32(ggml_backend_vk_context * ctx, vk_c
     const std::array<uint32_t, 6> pc = { (uint32_t)ne00, (uint32_t)ne01, (uint32_t)ne02, (uint32_t)ne12, (uint32_t)(qy_shader_offset / ggml_type_size(src1->type)), (uint32_t)(d_shader_offset / ggml_type_size(dst->type)) };
     ggml_vk_sync_buffers(subctx);
     ggml_vk_dispatch_pipeline(ctx, subctx, ctx->device->pipeline_mul_mat_vec_p021_f16_f32, { { d_Qx, qx_buf_offset, qx_sz }, { d_Qy, qy_buffer_offset, qy_sz + qy_shader_offset }, { d_D, d_buffer_offset, d_sz + d_shader_offset } }, 6 * sizeof(uint32_t), &pc, { 1, (uint32_t)ne01, (uint32_t)ne12 });
-
-    if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-        // copy dst to host
-        float * d = (float *) dst->data;
-        ggml_vk_sync_buffers(subctx);
-        ggml_vk_buffer_read_async(ctx, subctx, d_D, d_buf_offset, d, sizeof(float) * d_ne);
-    }
 }
 
 static void ggml_vk_mul_mat_vec_nc_f16_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_nc_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ",  backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
-    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ",  backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ",  backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+    std::cerr << "ggml_vk_mul_mat_nc_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
 #endif
     GGML_ASSERT(!ggml_is_transposed(src0));
     GGML_ASSERT(!ggml_is_transposed(src1));
     GGML_ASSERT(!ggml_is_permuted(src0));
-    GGML_ASSERT(src0->backend == GGML_BACKEND_TYPE_GPU);
     GGML_ASSERT(src0->type == GGML_TYPE_F16);
     GGML_ASSERT(src1->type == GGML_TYPE_F32);
 
@@ -2989,29 +3305,9 @@ static void ggml_vk_mul_mat_vec_nc_f16_f32(ggml_backend_vk_context * ctx, vk_con
     const std::array<uint32_t, 7> pc = { (uint32_t)ne00, (uint32_t)ne01, row_stride_x, channel_stride_x, (uint32_t)(ne12 / ne02), (uint32_t)(qy_shader_offset / ggml_type_size(src1->type)), (uint32_t)(d_shader_offset / ggml_type_size(dst->type)) };
     ggml_vk_sync_buffers(subctx);
     ggml_vk_dispatch_pipeline(ctx, subctx, ctx->device->pipeline_mul_mat_vec_nc_f16_f32, { { d_Qx, qx_buf_offset, qx_sz }, { d_Qy, qy_buffer_offset, qy_sz + qy_shader_offset }, { d_D, d_buffer_offset, d_sz + d_shader_offset } }, 7 * sizeof(uint32_t), &pc, { 1, (uint32_t)ne01, (uint32_t)ne12 });
-
-    if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-        // copy dst to host
-        float * d = (float *) dst->data;
-        ggml_vk_sync_buffers(subctx);
-        ggml_vk_buffer_read_async(ctx, subctx, d_D, d_buf_offset, d, sizeof(float) * d_ne);
-    }
 }
 
-static bool ggml_vk_can_mul_mat(const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * dst) {
-    const uint64_t ne10 = src1->ne[0];
-
-    const uint64_t ne0 = dst->ne[0];
-    const uint64_t ne1 = dst->ne[1];
-
-    // TODO: find the optimal values for these
-    return (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16 || ggml_is_quantized(src0->type)) &&
-           (src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16 || ggml_is_quantized(src1->type)) &&
-           dst->type == GGML_TYPE_F32 &&
-           ((ne0 >= 32 && ne1 >= 32 && ne10 >= 32) || src0->backend == GGML_BACKEND_TYPE_GPU);
-}
-
-static void ggml_vk_mul_mat(ggml_backend_vk_context * ctx, vk_context * subctx, const struct ggml_tensor * src0, const struct ggml_tensor * src1, struct ggml_tensor * dst) {
+static void ggml_vk_mul_mat(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_mul_mat(" << src0 << ", " << src1 << ", " << dst << ")" << std::endl;
 #endif
@@ -3026,9 +3322,347 @@ static void ggml_vk_mul_mat(ggml_backend_vk_context * ctx, vk_context * subctx,
     }
 }
 
-// static void ggml_vk_mul_mat_id(ggml_backend_vk_context * ctx, vk_context * subctx, const struct ggml_tensor * src0, const struct ggml_tensor * src1, struct ggml_tensor * dst) {
-//
-// }
+/*static void ggml_vk_mul_mat_id_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * ids, ggml_tensor * dst) {
+#ifdef GGML_VULKAN_DEBUG
+    std::cerr << "ggml_vk_mul_mat_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << ids << ", name=" << ids->name << ", type=" << ids->type << ", backend=" << ids->backend << ", ne0=" << ids->ne[0] << ", ne1=" << ids->ne[1] << ", ne2=" << ids->ne[2] << ", ne3=" << ids->ne[3] << ", nb0=" << ids->nb[0] << ", nb1=" << ids->nb[1] << ", nb2=" << ids->nb[2] << ", nb3=" << ids->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+#endif
+    GGML_ASSERT(src0->type == GGML_TYPE_I32);
+    GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
+
+    const uint64_t ne00 = src0->ne[0];
+    const uint64_t ne01 = src0->ne[1];
+    const uint64_t ne02 = src0->ne[2];
+    const uint64_t ne03 = src0->ne[3];
+
+    const uint64_t ne10 = src1->ne[0];
+    const uint64_t ne11 = src1->ne[1];
+    const uint64_t ne12 = src1->ne[2];
+    const uint64_t ne13 = src1->ne[3];
+
+    const uint32_t nb11 = src1->nb[1];
+
+    const uint64_t ne20 = dst->ne[0];
+    const uint64_t ne21 = dst->ne[1];
+
+    const uint64_t r2 = ne12 / ne02;
+    const uint64_t r3 = ne13 / ne03;
+
+    const uint32_t nbi1 = src0->nb[1];
+    const uint32_t idx = ((uint32_t *) dst->op_params)[0];
+    const uint64_t n_as = ne02;
+
+    GGML_ASSERT(n_as <= 8);
+
+    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) dst->extra;
+    ggml_tensor_extra_gpu * extra_src0 = (ggml_tensor_extra_gpu *) src0->extra;
+    ggml_tensor_extra_gpu * extra_src1 = (ggml_tensor_extra_gpu *) src1->extra;
+    ggml_tensor_extra_gpu * extra_ids = (ggml_tensor_extra_gpu *) ids->extra;
+
+    vk_buffer d_Qx;
+    size_t qx_buf_offset = 0;
+    vk_buffer d_Qy;
+    size_t qy_buf_offset = 0;
+
+    bool src0_uma = false;
+    bool src1_uma = false;
+
+    if (ctx->device->uma) {
+        ggml_vk_host_get(ctx, src0->data, d_Qx, qx_buf_offset);
+        ggml_vk_host_get(ctx, src1->data, d_Qy, qy_buf_offset);
+        src0_uma = d_Qx != nullptr;
+        src1_uma = d_Qy != nullptr;
+    }
+
+    const bool x_non_contig = !ggml_vk_dim01_contiguous(src0);
+    const bool y_non_contig = !ggml_vk_dim01_contiguous(src1);
+
+    const bool y_f32_kernel = src1->type == GGML_TYPE_F32 && !y_non_contig;
+
+    vk_matmul_pipeline mmp = ggml_vk_get_mul_mat_mat_id_pipeline(ctx, src0->type, y_non_contig ? GGML_TYPE_F16 : src1->type);
+
+    const bool qx_needs_dequant = mmp == nullptr || x_non_contig;
+    const bool qy_needs_dequant = (src1->type != GGML_TYPE_F16 && !y_f32_kernel) || y_non_contig;
+
+    if (mmp == nullptr) {
+        GGML_ASSERT(false);
+    }
+
+    // Not implemented
+    GGML_ASSERT(y_non_contig || !qy_needs_dequant);  // NOLINT
+
+    const int x_ne = ne01 * ne00;
+    const int y_ne = ne11 * ne10;
+    const int d_ne = ne11 * ne01;
+
+    const uint32_t kpad = ggml_vk_align_size(ne10, ggml_vk_guess_matmul_pipeline_align(ctx, mmp, ne01, ne11));
+    const bool aligned = ne10 == kpad && ne01 > 8 && ne11 > 8;
+
+    const uint32_t split_k = ggml_vk_guess_split_k(ne01, ne11, ne10);
+
+    vk_pipeline pipeline = ggml_vk_guess_matmul_pipeline(ctx, mmp, ne01, ne11, aligned);
+
+    const uint64_t qx_sz = ggml_type_size(src0->type) * x_ne / ggml_blck_size(src0->type);
+    const uint64_t qy_sz = ggml_type_size(src1->type) * y_ne / ggml_blck_size(src1->type);
+    const uint64_t x_sz = !qx_needs_dequant ? qx_sz : sizeof(ggml_fp16_t) * x_ne;
+    const uint64_t y_sz = y_f32_kernel ? sizeof(float) * y_ne : sizeof(ggml_fp16_t) * y_ne;
+    const uint64_t d_sz = sizeof(float) * d_ne;
+
+    vk_buffer d_D = extra->buffer_gpu.lock();
+    const uint64_t d_buf_offset = extra->offset;
+    GGML_ASSERT(d_D != nullptr);
+    GGML_ASSERT(d_D->size >= d_buf_offset + d_sz * ne02 * ne03);
+    vk_buffer d_X;
+    uint64_t x_buf_offset = 0;
+    vk_buffer d_Y;
+    uint64_t y_buf_offset = 0;
+    if (!src0_uma) {
+        d_Qx = extra_src0->buffer_gpu.lock();
+        qx_buf_offset = extra_src0->offset;
+        GGML_ASSERT(d_Qx != nullptr);
+    }
+    if (!src1_uma) {
+        d_Qy = extra_src1->buffer_gpu.lock();
+        qy_buf_offset = extra_src1->offset;
+        GGML_ASSERT(d_Qy != nullptr);
+    }
+    if (qx_needs_dequant) {
+        d_X = ctx->prealloc_x;
+        GGML_ASSERT(d_X->size >= x_sz * ne02 * ne03);
+    } else {
+        d_X = d_Qx;
+        x_buf_offset = qx_buf_offset;
+        GGML_ASSERT(qx_sz == x_sz);
+    }
+    if (qy_needs_dequant) {
+        d_Y = ctx->prealloc_y;
+        GGML_ASSERT(d_Y->size >= y_sz * ne02 * ne03);
+    } else {
+        d_Y = d_Qy;
+        y_buf_offset = qy_buf_offset;
+        GGML_ASSERT(qy_sz == y_sz);
+    }
+
+    vk_pipeline to_fp16_vk_0 = nullptr;
+    vk_pipeline to_fp16_vk_1 = nullptr;
+
+    if (x_non_contig) {
+        to_fp16_vk_0 = ggml_vk_get_cpy_pipeline(ctx, src0->type, GGML_TYPE_F16);
+    } else {
+        to_fp16_vk_0 = ggml_vk_get_to_fp16(ctx, src0->type);
+    }
+    if (y_non_contig) {
+        to_fp16_vk_1 = ggml_vk_get_cpy_pipeline(ctx, src1->type, GGML_TYPE_F16);
+    } else {
+        to_fp16_vk_1 = ggml_vk_get_to_fp16(ctx, src1->type);
+    }
+    GGML_ASSERT(!qx_needs_dequant || to_fp16_vk_0 != nullptr);  // NOLINT
+    GGML_ASSERT(!qy_needs_dequant || to_fp16_vk_1 != nullptr);  // NOLINT
+
+    // Allocate descriptor sets
+    ggml_pipeline_allocate_descriptor_sets(ctx, pipeline, 1);
+    if (qx_needs_dequant) {
+        ggml_pipeline_allocate_descriptor_sets(ctx, to_fp16_vk_0, 1);
+    }
+    if (qy_needs_dequant) {
+        ggml_pipeline_allocate_descriptor_sets(ctx, to_fp16_vk_1, 1);
+    }
+    if (split_k > 1) {
+        ggml_pipeline_allocate_descriptor_sets(ctx, ctx->device->pipeline_matmul_split_k_reduce, 1);
+    }
+
+    if (x_non_contig) {
+        ggml_vk_cpy_to_contiguous(ctx, subctx, to_fp16_vk_0, src0, { d_Qx, qx_buf_offset, VK_WHOLE_SIZE }, { d_X, 0, VK_WHOLE_SIZE });
+    } else if (qx_needs_dequant) {
+        const std::vector<uint32_t> pc = { (uint32_t)ne01, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)(ggml_nelements(src0)) };
+        ggml_vk_sync_buffers(subctx);
+        ggml_vk_dispatch_pipeline(ctx, subctx, to_fp16_vk_0, { { d_Qx, qx_buf_offset, qx_sz * ne02 * ne03 }, { d_X, 0, x_sz * ne02 * ne03 } }, pc.size() * sizeof(uint32_t), pc.data(), { (uint32_t)(x_ne * ne02 * ne03), 1, 1});
+    }
+    if (y_non_contig) {
+        ggml_vk_cpy_to_contiguous(ctx, subctx, to_fp16_vk_1, src1, { d_Qy, qy_buf_offset, VK_WHOLE_SIZE }, { d_Y, 0, VK_WHOLE_SIZE });
+    }
+
+    uint32_t stride_batch_x = ne00*ne01;
+    uint32_t stride_batch_y = ne10*ne11;
+
+    if (!ggml_vk_dim01_contiguous(src0) && !qx_needs_dequant) {
+        stride_batch_x = src0->nb[0] / ggml_type_size(src0->type);
+    }
+
+    if (!ggml_vk_dim01_contiguous(src1) && !qy_needs_dequant) {
+        stride_batch_y = src1->nb[0] / ggml_type_size(src1->type);
+    }
+
+    // compute
+    ggml_vk_matmul(
+        ctx, subctx, pipeline,
+        { d_X, x_buf_offset, x_sz * ne02 * ne03 }, { d_Y, y_buf_offset, y_sz * ne12 * ne13 },
+        { d_D, d_buf_offset, d_sz * ne12 * ne13 }, { ctx->prealloc_split_k, 0, d_sz * ne12 * ne13 * split_k },
+        ne01, ne11, ne10, ne10, ne10, ne01, split_k, ne12*ne13, ne02, ne12, r2, r3, stride_batch_x, stride_batch_y, ne20*ne21,
+        nb11 / ggml_type_size(src1->type), ne20, idx, nbi1, n_as
+    );  // NOLINT
+}
+
+static void ggml_vk_mul_mat_vec_id_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
+#ifdef GGML_VULKAN_DEBUG
+    std::cerr << "ggml_vk_mul_mat_vec_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ",  backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ",  backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ",  backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
+#endif
+    GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
+    GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
+
+    const uint64_t ne00 = src0->ne[0];
+    const uint64_t ne01 = src0->ne[1];
+    const uint64_t ne02 = src0->ne[2];
+    const uint64_t ne03 = src0->ne[3];
+
+    const uint64_t ne10 = src1->ne[0];
+    const uint64_t ne11 = src1->ne[1];
+    const uint64_t ne12 = src1->ne[2];
+    const uint64_t ne13 = src1->ne[3];
+
+    GGML_ASSERT(ne11 == 1);
+
+    const uint64_t ne20 = dst->ne[0];
+    const uint64_t ne21 = dst->ne[1];
+    const uint64_t ne22 = dst->ne[2];
+    const uint64_t ne23 = dst->ne[3];
+
+    const uint64_t nb22  = dst->nb[2];
+    const uint64_t nb23  = dst->nb[3];
+
+    const uint64_t r2 = ne12 / ne02;
+    const uint64_t r3 = ne13 / ne03;
+
+    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) dst->extra;
+    ggml_tensor_extra_gpu * extra_src0 = (ggml_tensor_extra_gpu *) src0->extra;
+    ggml_tensor_extra_gpu * extra_src1 = (ggml_tensor_extra_gpu *) src1->extra;
+
+    vk_buffer d_Qx;
+    size_t qx_buf_offset = 0;
+    vk_buffer d_Qy;
+    size_t qy_buf_offset = 0;
+
+    bool src0_uma = false;
+    bool src1_uma = false;
+
+    if (ctx->device->uma) {
+        ggml_vk_host_get(ctx, src0->data, d_Qx, qx_buf_offset);
+        ggml_vk_host_get(ctx, src1->data, d_Qy, qy_buf_offset);
+        src0_uma = d_Qx != nullptr;
+        src1_uma = d_Qy != nullptr;
+    }
+
+    const bool x_non_contig = !ggml_vk_dim01_contiguous(src0);
+    const bool y_non_contig = !ggml_vk_dim01_contiguous(src1);
+
+    const bool f16_f32_kernel = src1->type == GGML_TYPE_F32;
+
+    const bool qx_needs_dequant = x_non_contig;
+    const bool qy_needs_dequant = (src1->type != GGML_TYPE_F16 && !f16_f32_kernel) || y_non_contig;
+
+    // Not implemented
+    GGML_ASSERT(y_non_contig || !qy_needs_dequant);  // NOLINT
+
+    const uint64_t x_ne = ne01 * ne00;
+    const uint64_t y_ne = ne11 * ne10;
+    const uint64_t d_ne = ne11 * ne01;
+
+    const uint64_t qx_sz = ggml_vk_align_size(ggml_type_size(src0->type) * x_ne / ggml_blck_size(src0->type), ctx->device->properties.limits.minStorageBufferOffsetAlignment);
+    const uint64_t qy_sz = ggml_type_size(src1->type) * y_ne / ggml_blck_size(src1->type);
+    const uint64_t x_sz = x_non_contig ? ggml_vk_align_size(ggml_type_size(src0->type) * x_ne, ctx->device->properties.limits.minStorageBufferOffsetAlignment) : qx_sz;
+    const uint64_t y_sz = f16_f32_kernel ? sizeof(float) * y_ne : sizeof(ggml_fp16_t) * y_ne;
+    const uint64_t d_sz = sizeof(float) * d_ne;
+
+    vk_buffer d_D = extra->buffer_gpu.lock();
+    const uint64_t d_buf_offset = extra->offset;
+    GGML_ASSERT(d_D != nullptr);
+    vk_buffer d_X;
+    uint64_t x_buf_offset = 0;
+    vk_buffer d_Y;
+    uint64_t y_buf_offset = 0;
+    if(!src0_uma) {
+        d_Qx = extra_src0->buffer_gpu.lock();
+        qx_buf_offset = extra_src0->offset;
+        GGML_ASSERT(d_Qx != nullptr);
+    }
+    if(!src1_uma) {
+        d_Qy = extra_src1->buffer_gpu.lock();
+        qy_buf_offset = extra_src1->offset;
+        GGML_ASSERT(d_Qy != nullptr);
+    }
+    if (qx_needs_dequant) {
+        d_X = ctx->prealloc_x;
+    } else {
+        d_X = d_Qx;
+        x_buf_offset = qx_buf_offset;
+        GGML_ASSERT(qx_sz == x_sz);
+    }
+    if (qy_needs_dequant) {
+        d_Y = ctx->prealloc_y;
+    } else {
+        d_Y = d_Qy;
+        y_buf_offset = qy_buf_offset;
+        GGML_ASSERT(qy_sz == y_sz);
+    }
+
+    vk_pipeline to_fp16_vk_0 = nullptr;
+    vk_pipeline to_fp16_vk_1 = nullptr;
+    if (x_non_contig) {
+        to_fp16_vk_0 = ggml_vk_get_cpy_pipeline(ctx, src0->type, src0->type);
+    }
+    if (y_non_contig) {
+        to_fp16_vk_1 = ggml_vk_get_cpy_pipeline(ctx, src1->type, src1->type);
+    } else {
+        to_fp16_vk_1 = ggml_vk_get_to_fp16(ctx, src1->type);
+    }
+    vk_pipeline dmmv = ggml_vk_get_dequantize_mul_mat_vec(ctx, src0->type, src1->type);
+    GGML_ASSERT(!qx_needs_dequant || to_fp16_vk_0 != nullptr);  // NOLINT
+    GGML_ASSERT(!qy_needs_dequant || to_fp16_vk_1 != nullptr);  // NOLINT
+    GGML_ASSERT(dmmv != nullptr);
+
+    // Allocate descriptor sets
+    if (qx_needs_dequant) {
+        ggml_pipeline_allocate_descriptor_sets(ctx, to_fp16_vk_0, 1);
+    }
+    if (qy_needs_dequant) {
+        ggml_pipeline_allocate_descriptor_sets(ctx, to_fp16_vk_1, y_non_contig ? 1 : ne12 * ne13);
+    }
+    ggml_pipeline_allocate_descriptor_sets(ctx, dmmv, ne12 * ne13);
+
+    if (x_non_contig) {
+        GGML_ASSERT(x_sz == ggml_vk_align_size(ggml_type_size(src0->type) * x_ne, ctx->device->properties.limits.minStorageBufferOffsetAlignment));
+        ggml_vk_cpy_to_contiguous(ctx, subctx, to_fp16_vk_0, src0, { d_Qx, qx_buf_offset, VK_WHOLE_SIZE }, { d_X, 0, VK_WHOLE_SIZE });
+    }
+    if (y_non_contig) {
+        GGML_ASSERT(y_sz == ggml_type_size(src1->type) * y_ne);
+        ggml_vk_cpy_to_contiguous(ctx, subctx, to_fp16_vk_1, src1, { d_Qy, qy_buf_offset, VK_WHOLE_SIZE }, { d_Y, 0, VK_WHOLE_SIZE });
+    }
+
+    uint32_t stride_batch_x = ne00*ne01;
+    uint32_t stride_batch_y = ne10*ne11;
+
+    if (!ggml_vk_dim01_contiguous(src0) && !qx_needs_dequant) {
+        stride_batch_x = src0->nb[0] / ggml_type_size(src0->type);
+    }
+
+    if (!ggml_vk_dim01_contiguous(src1) && !qy_needs_dequant) {
+        stride_batch_y = src1->nb[0] / ggml_type_size(src1->type);
+    }
+
+    // compute
+    const vk_mat_vec_push_constants pc = {
+        (uint32_t)ne00, (uint32_t)ne10, (uint32_t)ne10, (uint32_t)ne01,
+        (uint32_t)ne02, (uint32_t)ne12, (uint32_t)r2, (uint32_t)r3,
+        stride_batch_x, stride_batch_y, (uint32_t)(ne20*ne21),
+        // 0, 0, 0, 0, 1
+    };
+    ggml_vk_sync_buffers(subctx);
+    ggml_vk_dispatch_pipeline(ctx, subctx, dmmv, { { d_X, x_buf_offset, x_sz * ne02 * ne03 }, { d_Y, y_buf_offset, y_sz * ne12 * ne13 }, { d_D, d_buf_offset, d_sz * ne22 * ne23} }, sizeof(vk_mat_vec_push_constants), &pc, { (uint32_t)ne01, (uint32_t)(ne12 * ne13), 1});
+}*/
 
 static void ggml_vk_op_repeat(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     // guaranteed to be an integer due to the check in ggml_can_repeat
@@ -3060,8 +3694,6 @@ static void ggml_vk_op_repeat(ggml_backend_vk_context * ctx, vk_context * subctx
     // TODO: support for transposed / permuted tensors
     GGML_ASSERT(nb0  == sizeof(float));
     GGML_ASSERT(nb00 == sizeof(float));
-    GGML_ASSERT(src0->backend == GGML_BACKEND_TYPE_GPU);
-    GGML_ASSERT(dst->backend == GGML_BACKEND_TYPE_GPU);
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) dst->extra;
     ggml_tensor_extra_gpu * extra_src0 = (ggml_tensor_extra_gpu *) src0->extra;
@@ -3178,14 +3810,14 @@ static vk_pipeline ggml_vk_op_get_pipeline(ggml_backend_vk_context * ctx, const
         }
         return nullptr;
     case GGML_OP_SOFT_MAX:
-#pragma message("TODO: add ggml_vk_soft_max() F16 src1 and src2 support")
-#pragma message("ref:  https://github.com/ggerganov/llama.cpp/pull/5021")
-        GGML_ASSERT(!src1 || src1->type == GGML_TYPE_F32);
-        GGML_ASSERT(!src2 || src2->type == GGML_TYPE_F32);
+        GGML_ASSERT(!src1 || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);
 
-        if (src0->type == GGML_TYPE_F32 && (src1 == nullptr || src1->type == GGML_TYPE_F32) && (src2 == nullptr || src2->type == GGML_TYPE_F32) && dst->type == GGML_TYPE_F32) {
+        if (src0->type == GGML_TYPE_F32 && (src1 == nullptr || src1->type == GGML_TYPE_F32) && dst->type == GGML_TYPE_F32) {
             return ctx->device->pipeline_soft_max_f32;
         }
+        if (src0->type == GGML_TYPE_F32 && src1->type == GGML_TYPE_F16 && dst->type == GGML_TYPE_F32) {
+            return ctx->device->pipeline_soft_max_f32_f16;
+        }
         return nullptr;
     case GGML_OP_ROPE:
         {
@@ -3222,6 +3854,8 @@ static vk_pipeline ggml_vk_op_get_pipeline(ggml_backend_vk_context * ctx, const
     default:
         return nullptr;
     }
+
+    GGML_UNUSED(src2);
 }
 
 static ggml_vk_func_t ggml_vk_op_get_func(ggml_op op) {
@@ -3233,17 +3867,32 @@ static ggml_vk_func_t ggml_vk_op_get_func(ggml_op op) {
     }
 }
 
+static bool ggml_vk_op_supports_incontiguous(ggml_op op) {
+    switch (op) {
+    case GGML_OP_CPY:
+    case GGML_OP_GET_ROWS:
+    case GGML_OP_ADD:
+    case GGML_OP_MUL:
+    case GGML_OP_SCALE:
+    case GGML_OP_SQR:
+    case GGML_OP_CLAMP:
+        return true;
+    default:
+        return false;
+    }
+}
+
 template<typename PC>
 static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * src2, ggml_tensor * dst, ggml_op op, const PC&& pc) {
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_op_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", backend=" << src0->backend << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    std::cerr << "ggml_vk_op_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     if (src1 != nullptr) {
-        std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", backend=" << src1->backend << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
+        std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
     }
     if (src2 != nullptr) {
-        std::cerr << "), (" << src2 << ", name=" << src2->name << ", type=" << src2->type << ", backend=" << src2->backend << ", ne0=" << src2->ne[0] << ", ne1=" << src2->ne[1] << ", ne2=" << src2->ne[2] << ", ne3=" << src2->ne[3] << ", nb0=" << src2->nb[0] << ", nb1=" << src2->nb[1] << ", nb2=" << src2->nb[2] << ", nb3=" << src2->nb[3];
+        std::cerr << "), (" << src2 << ", name=" << src2->name << ", type=" << src2->type << ", ne0=" << src2->ne[0] << ", ne1=" << src2->ne[1] << ", ne2=" << src2->ne[2] << ", ne3=" << src2->ne[3] << ", nb0=" << src2->nb[0] << ", nb1=" << src2->nb[1] << ", nb2=" << src2->nb[2] << ", nb3=" << src2->nb[3];
     }
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", backend=" << dst->backend << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "), " << ggml_op_name(op) << ")" << std::endl;
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "), " << ggml_op_name(op) << ")" << std::endl;
 #endif
     GGML_ASSERT(op == GGML_OP_GET_ROWS || (!ggml_is_quantized(src0->type) && (src1 == nullptr || !ggml_is_quantized(src1->type))));  // NOLINT
     GGML_ASSERT(op == GGML_OP_CPY || ggml_vk_dim01_contiguous(src0));  // NOLINT
@@ -3253,6 +3902,7 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
     const uint64_t ne02 = src0->ne[2];
     const uint64_t ne03 = src0->ne[3];
     const uint64_t ne0 = ne00 * ne01;
+
     const bool use_src1 = src1 != nullptr;
     const uint64_t ne10 = use_src1 ? src1->ne[0] : 0;
     const uint64_t ne11 = use_src1 ? src1->ne[1] : 0;
@@ -3260,11 +3910,13 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
     const uint64_t ne13 = use_src1 ? src1->ne[3] : 0;
     const uint64_t ne1 = ne10 * ne11;
     // const uint64_t nb10 = use_src1 ? src1->nb[0] : 0;
-    const uint64_t nb2  = dst->nb[2];
-    const uint64_t nb3  = dst->nb[3];
 
     const bool use_src2 = src2 != nullptr;
-    const uint64_t ne2 = use_src2 ? src2->ne[0] * src2->ne[1] : 0;
+    const uint64_t ne20 = use_src2 ? src2->ne[0] : 0;
+    const uint64_t ne21 = use_src2 ? src2->ne[1] : 0;
+    const uint64_t ne22 = use_src2 ? src2->ne[2] : 0;
+    const uint64_t ne23 = use_src2 ? src2->ne[3] : 0;
+    const uint64_t ne2 = ne20 * ne21;
 
     vk_pipeline pipeline = ggml_vk_op_get_pipeline(ctx, src0, src1, src2, dst, op);
     ggml_vk_func_t op_func;
@@ -3284,6 +3936,8 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
         return;
     }
 
+    const bool op_supports_incontiguous = ggml_vk_op_supports_incontiguous(op);
+
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) dst->extra;
     ggml_tensor_extra_gpu * extra_src0 = (ggml_tensor_extra_gpu *) src0->extra;
     ggml_tensor_extra_gpu * extra_src1 = use_src1 ? (ggml_tensor_extra_gpu *) src1->extra : nullptr;
@@ -3308,7 +3962,7 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
             src1_uma = d_Y != nullptr;
         }
         if (use_src2) {
-            ggml_vk_host_get(ctx, src1->data, d_Z, z_buf_offset);
+            ggml_vk_host_get(ctx, src2->data, d_Z, z_buf_offset);
             src2_uma = d_Z != nullptr;
         }
     }
@@ -3321,7 +3975,7 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
     vk_buffer d_D = extra->buffer_gpu.lock();
 
     // Workaround for tiny tensor inputs on ROPE
-    if (use_src1 && src1->backend == GGML_BACKEND_TYPE_GPU && y_sz > d_D->size) {
+    if (use_src1 && y_sz > d_D->size) {
         y_sz = VK_WHOLE_SIZE;
     }
 
@@ -3338,16 +3992,16 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
         y_buf_offset = extra_src1->offset;
         GGML_ASSERT(d_Y != nullptr);
     }
-
     if (use_src2 && !src2_uma) {
         d_Z = extra_src2->buffer_gpu.lock();
         z_buf_offset = extra_src2->offset;
         GGML_ASSERT(d_Z != nullptr);
     }
 
-    if (op == GGML_OP_CPY || op == GGML_OP_GET_ROWS) {
+    if (op_supports_incontiguous) {
         x_sz = ggml_nbytes(src0);
         y_sz = use_src1 ? ggml_nbytes(src1) : 0;
+        z_sz = use_src2 ? ggml_nbytes(src2) : 0;
         d_sz = ggml_nbytes(dst);
 
         if (x_buf_offset + x_sz >= d_X->size) {
@@ -3356,6 +4010,9 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
         if (use_src1 && y_buf_offset + y_sz >= d_Y->size) {
             y_sz = VK_WHOLE_SIZE;
         }
+        if (use_src2 && z_buf_offset + z_sz >= d_Z->size) {
+            z_sz = VK_WHOLE_SIZE;
+        }
         if (d_buf_offset + d_sz >= d_D->size) {
             d_sz = VK_WHOLE_SIZE;
         }
@@ -3364,7 +4021,7 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
     std::array<uint32_t, 3> elements;
 
     // Single call if dimension 2 is contiguous
-    if (op == GGML_OP_CPY || op == GGML_OP_GET_ROWS || (ggml_is_contiguous(src0) && (src1 == nullptr || ggml_is_contiguous(src1)))) {
+    if (op_supports_incontiguous || (ggml_is_contiguous(src0) && (src1 == nullptr || ggml_is_contiguous(src1)))) {
         ggml_pipeline_allocate_descriptor_sets(ctx, pipeline, 1);
 
         switch (dst->op) {
@@ -3378,43 +4035,64 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
             elements = { (uint32_t)ggml_nrows(src0), (uint32_t)ne00, 1 };
             break;
         case GGML_OP_GET_ROWS:
-            elements = {  (uint32_t)ne00, (uint32_t)ne10, (uint32_t)(ne11 * ne12) };
+            elements = { (uint32_t)ne00, (uint32_t)ne10, (uint32_t)(ne11 * ne12) };
+            break;
+        case GGML_OP_ARGSORT:
+            elements = { (uint32_t)ne00, (uint32_t)ggml_nrows(src0), 1 };
             break;
         default:
             elements = { (uint32_t)ggml_nelements(src0), 1, 1 };
             break;
         }
 
-        if (op != GGML_OP_CPY && op != GGML_OP_GET_ROWS) {
+        if (!op_supports_incontiguous) {
             if (x_sz != VK_WHOLE_SIZE) {
                 x_sz *= ne02 * ne03;
             }
             if (use_src1 && y_sz != VK_WHOLE_SIZE) {
                 y_sz *= ne12 * ne13;
             }
+            if (use_src2 && z_sz != VK_WHOLE_SIZE) {
+                z_sz *= ne22 * ne23;
+            }
             if (d_sz != VK_WHOLE_SIZE) {
                 d_sz *= ne02 * ne03;
             }
         }
 
         if (op == GGML_OP_SOFT_MAX) {
-            // Empty src1 and src2 are possible on soft_max, but the shader needs buffers
+            // Empty src1 is possible in soft_max, but the shader needs a buffer
             vk_subbuffer subbuf_y;
             if (use_src1) {
                 subbuf_y = { d_Y, y_buf_offset, y_sz };
             } else {
-                subbuf_y = { ctx->prealloc_y, 0, ctx->prealloc_y->size };
-            }
-
-            vk_subbuffer subbuf_z;
-            if (use_src2) {
-                subbuf_z = { d_Z, z_buf_offset, z_sz };
-            } else {
-                subbuf_z = { ctx->prealloc_y, 0, ctx->prealloc_y->size };
+                subbuf_y = { d_X, 0, d_X->size };
             }
 
             ggml_vk_sync_buffers(subctx);
-            ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, subbuf_y, subbuf_z, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
+            ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, subbuf_y, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
+        } else if (op == GGML_OP_ROPE) {
+            const int mode          = ((int32_t *) dst->op_params)[2];
+            const bool is_neox = mode & 2;
+
+            if (is_neox) {
+                // Empty src2 is possible in rope, but the shader needs a buffer
+                vk_subbuffer subbuf_z;
+                if (use_src2) {
+                    subbuf_z = { d_Z, z_buf_offset, z_sz };
+                } else {
+                    subbuf_z = { d_X, 0, d_X->size };
+                }
+
+                ggml_vk_sync_buffers(subctx);
+                ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, { d_Y, y_buf_offset, y_sz }, subbuf_z, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
+            } else {
+                ggml_vk_sync_buffers(subctx);
+                ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, { d_Y, y_buf_offset, y_sz }, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
+            }
+        } else if (use_src2) {
+            ggml_vk_sync_buffers(subctx);
+            ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, { d_Y, y_buf_offset, y_sz }, { d_Z, z_buf_offset, z_sz }, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
         } else if (use_src1) {
             ggml_vk_sync_buffers(subctx);
             ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, { d_Y, y_buf_offset, y_sz }, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
@@ -3422,22 +4100,16 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
             ggml_vk_sync_buffers(subctx);
             ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset, x_sz }, { d_D, d_buf_offset, d_sz } }, sizeof(PC), &pc, elements);
         }
-        if (dst->backend == GGML_BACKEND_TYPE_CPU && op == GGML_OP_CPY) {
-            ggml_vk_d2h_tensor_2d(ctx, subctx, d_D, 0, dst);
-        } else if(dst->backend == GGML_BACKEND_TYPE_CPU) {
-            // copy dst to host
-            float * d = (float *) dst->data;
-            ggml_vk_buffer_read_async(ctx, subctx, d_D, 0, d, d_sz);
-        }
     } else {
         GGML_ASSERT(op != GGML_OP_SOFT_MAX);
+        GGML_ASSERT(op != GGML_OP_ARGSORT);
+        GGML_ASSERT(!use_src2);
 
         ggml_pipeline_allocate_descriptor_sets(ctx, pipeline, ne02 * ne03);
 
         switch (dst->op) {
         case GGML_OP_NORM:
         case GGML_OP_RMS_NORM:
-        case GGML_OP_SOFT_MAX:
             elements = { (uint32_t)ne01, 1, 1 };
             break;
         case GGML_OP_DIAG_MASK_INF:
@@ -3467,10 +4139,6 @@ static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, c
                     ggml_vk_sync_buffers(subctx);
                     ggml_vk_dispatch_pipeline(ctx, subctx, pipeline, { { d_X, x_buf_offset + x_offset, x_sz }, { d_D, d_buf_offset + d_offset, d_sz } }, sizeof(PC), &pc, elements);
                 }
-                if (dst->backend == GGML_BACKEND_TYPE_CPU) {
-                    // copy dst to host
-                    ggml_vk_buffer_read_async(ctx, subctx, d_D, d_buf_offset + d_offset, (char *) dst->data + i02*nb2 + i03*nb3, d_sz);
-                }
             }
         }
     }
@@ -3582,7 +4250,9 @@ static void ggml_vk_cpy(ggml_backend_vk_context * ctx, vk_context * subctx, cons
 }
 
 static void ggml_vk_norm(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, ggml_tensor * dst) {
-    ggml_vk_op_f32<vk_op_push_constants>(ctx, subctx, src0, nullptr, nullptr, dst, GGML_OP_NORM, { (uint32_t)src0->ne[0], (uint32_t)src0->ne[1], 0.0f, 0.0f });
+    float * op_params = (float *)dst->op_params;
+
+    ggml_vk_op_f32<vk_op_push_constants>(ctx, subctx, src0, nullptr, nullptr, dst, GGML_OP_NORM, { (uint32_t)src0->ne[0], (uint32_t)src0->ne[1], op_params[0], 0.0f });
 }
 
 static void ggml_vk_rms_norm(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, ggml_tensor * dst) {
@@ -3599,7 +4269,7 @@ static void ggml_vk_diag_mask_inf(ggml_backend_vk_context * ctx, vk_context * su
     ggml_vk_op_f32<vk_op_diag_mask_push_constants>(ctx, subctx, src0, nullptr, nullptr, dst, GGML_OP_DIAG_MASK_INF, { (uint32_t)src0->ne[0], (uint32_t)src0->ne[1], op_params[0] });
 }
 
-static void ggml_vk_soft_max(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * src2, ggml_tensor * dst) {
+static void ggml_vk_soft_max(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
     float * op_params = (float *)dst->op_params;
 
     float scale = op_params[0];
@@ -3615,17 +4285,16 @@ static void ggml_vk_soft_max(ggml_backend_vk_context * ctx, vk_context * subctx,
     const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
     const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
 
-    ggml_vk_op_f32<vk_op_soft_max_push_constants>(ctx, subctx, src0, src1, src2, dst, GGML_OP_SOFT_MAX, {
+    ggml_vk_op_f32<vk_op_soft_max_push_constants>(ctx, subctx, src0, src1, nullptr, dst, GGML_OP_SOFT_MAX, {
         ncols,
-        nrows_y,
-        src2 != nullptr ? (uint32_t)1 : (uint32_t)0,
+        src1 != nullptr ? nrows_y : (uint32_t)0,
         scale, max_bias,
         m0, m1,
         n_head_log2,
     });
 }
 
-static void ggml_vk_rope(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
+static void ggml_vk_rope(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * src2, ggml_tensor * dst) {
     const int n_dims        = ((int32_t *) dst->op_params)[1];
     const int mode          = ((int32_t *) dst->op_params)[2];
     // const int n_ctx         = ((int32_t *) dst->op_params)[3];
@@ -3648,15 +4317,40 @@ static void ggml_vk_rope(ggml_backend_vk_context * ctx, vk_context * subctx, con
     if (is_neox) {
         const float theta_scale = powf(freq_base, -2.0f/n_dims);
         const float inv_ndims = -1.0f / n_dims;
-        ggml_vk_op_f32<vk_op_rope_neox_push_constants>(ctx, subctx, src0, src1, nullptr, dst, GGML_OP_ROPE, { (uint32_t)src0->ne[0], (uint32_t)n_dims, freq_scale, (uint32_t)src0->ne[1], freq_base, ext_factor, attn_factor, {corr_dims[0], corr_dims[1], 0.0f, 0.0f}, theta_scale, inv_ndims });
+        ggml_vk_op_f32<vk_op_rope_neox_push_constants>(ctx, subctx, src0, src1, src2, dst, GGML_OP_ROPE, {
+            (uint32_t)src0->ne[0], (uint32_t)n_dims, freq_scale, (uint32_t)src0->ne[1],
+            freq_base, ext_factor, attn_factor, {corr_dims[0], corr_dims[1], 0.0f, 0.0f}, theta_scale, inv_ndims,
+            src2 != nullptr,
+        });
     } else {
-        ggml_vk_op_f32<vk_op_rope_push_constants>(ctx, subctx, src0, src1, nullptr, dst, GGML_OP_ROPE, { (uint32_t)src0->ne[0], freq_scale, (uint32_t)src0->ne[1], freq_base, ext_factor, attn_factor, {corr_dims[0], corr_dims[1], 0.0f, 0.0f} });
+        ggml_vk_op_f32<vk_op_rope_push_constants>(ctx, subctx, src0, src1, src2, dst, GGML_OP_ROPE, {
+            (uint32_t)src0->ne[0], freq_scale, (uint32_t)src0->ne[1],
+            freq_base, ext_factor, attn_factor, {corr_dims[0], corr_dims[1], 0.0f, 0.0f}
+        });
     }
 }
 
 static void ggml_vk_argsort(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, ggml_tensor * dst) {
     int32_t * op_params = (int32_t *)dst->op_params;
-    ggml_vk_op_f32<vk_op_argsort_push_constants>(ctx, subctx, src0, nullptr, nullptr, dst, GGML_OP_ARGSORT, { (uint32_t)src0->ne[0], ((ggml_sort_order) op_params[0]) == GGML_SORT_ORDER_ASC });
+
+    uint32_t ncols = src0->ne[0];
+
+    uint32_t ncols_pad = 1;
+    while (ncols_pad < ncols) {
+        ncols_pad *= 2;
+    }
+
+    GGML_ASSERT(ncols_pad <= 1024);
+
+    std::cerr << "ncols=" << ncols << " ncols_pad=" << ncols_pad << " ascending=" << op_params[0] << std::endl;
+
+    std::cerr << ((ggml_sort_order) op_params[0]) << " " << GGML_SORT_ORDER_ASC << std::endl;
+
+    ggml_vk_op_f32<vk_op_argsort_push_constants>(ctx, subctx, src0, nullptr, nullptr, dst, GGML_OP_ARGSORT, {
+        ncols,
+        ncols_pad,
+        op_params[0],
+    });
 }
 
 #ifdef GGML_VULKAN_RUN_TESTS
@@ -3708,6 +4402,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
         if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f32->a_s;
             shname = "F32_ALIGNED_S";
+        } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+            p = ctx->device->pipeline_matmul_f32_f16->a_s;
+            shname = "F32_F16_ALIGNED_S";
         } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f16_f32->a_s;
             shname = "F16_F32_ALIGNED_S";
@@ -3721,6 +4418,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
         if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f32->a_m;
             shname = "F32_ALIGNED_M";
+        } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+            p = ctx->device->pipeline_matmul_f32_f16->a_m;
+            shname = "F32_F16_ALIGNED_M";
         } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f16_f32->a_m;
             shname = "F16_F32_ALIGNED_M";
@@ -3734,6 +4434,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
         if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f32->a_l;
             shname = "F32_ALIGNED_L";
+        } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+            p = ctx->device->pipeline_matmul_f32_f16->a_l;
+            shname = "F32_F16_ALIGNED_L";
         } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
             p = ctx->device->pipeline_matmul_f16_f32->a_l;
             shname = "F16_F32_ALIGNED_L";
@@ -3754,6 +4457,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
             if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f32->s;
                 shname = "F32_S";
+            } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+                p = ctx->device->pipeline_matmul_f32_f16->s;
+                shname = "F32_F16_S";
             } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f16_f32->s;
                 shname = "F16_F32_S";
@@ -3765,6 +4471,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
             if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f32->m;
                 shname = "F32_M";
+            } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+                p = ctx->device->pipeline_matmul_f32_f16->m;
+                shname = "F32_F16_M";
             } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f16_f32->m;
                 shname = "F16_F32_M";
@@ -3776,6 +4485,9 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
             if (std::is_same<float, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f32->l;
                 shname = "F32_L";
+            } else if (std::is_same<float, X_TYPE>() && std::is_same<ggml_fp16_t, Y_TYPE>()) {
+                p = ctx->device->pipeline_matmul_f32_f16->l;
+                shname = "F32_F16_L";
             } else if (std::is_same<ggml_fp16_t, X_TYPE>() && std::is_same<float, Y_TYPE>()) {
                 p = ctx->device->pipeline_matmul_f16_f32->l;
                 shname = "F16_F32_L";
@@ -3834,7 +4546,10 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
     vk_context * subctx = ggml_vk_create_context(ctx, ctx->device->compute_queue);
     for (size_t i = 0; i < num_it; i++) {
         ggml_vk_ctx_begin(ctx, subctx);
-        ggml_vk_matmul(ctx, subctx, p, ggml_vk_subbuffer(d_X), ggml_vk_subbuffer(d_Y), ggml_vk_subbuffer(d_D), ggml_vk_subbuffer(ctx->prealloc_split_k), m, n, k, k, k, m, split_k, batch, batch, batch, 1, 1, k*m, k*n, m*n);
+        ggml_vk_matmul(
+            ctx, subctx, p, ggml_vk_subbuffer(d_X), ggml_vk_subbuffer(d_Y), ggml_vk_subbuffer(d_D), ggml_vk_subbuffer(ctx->prealloc_split_k),
+            m, n, k, k, k, m, split_k, batch, batch, batch, 1, 1, k*m, k*n, m*n, 0, 0, 0, 0, 1
+        );
         ggml_vk_ctx_end(subctx);
     }
 
@@ -3885,15 +4600,11 @@ static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t
     src1_ggml->data = y;
     tensor_ggml->data = d_chk;
 
-    ctx->disable = true;
-
     ggml_cgraph * cgraph = ggml_new_graph(ggml_ctx);
     ggml_build_forward_expand(cgraph, tensor_ggml);
 
     ggml_graph_compute_with_ctx(ggml_ctx, cgraph, 1);
 
-    ctx->disable = false;
-
     ggml_free(ggml_ctx);
 
     double avg_err = 0.0;
@@ -4339,7 +5050,10 @@ static void ggml_vk_test_dequant_matmul(ggml_backend_vk_context * ctx, size_t m,
     vk_context * subctx = ggml_vk_create_context(ctx, ctx->device->compute_queue);
     for (size_t i = 0; i < num_it; i++) {
         ggml_vk_ctx_begin(ctx, subctx);
-        ggml_vk_matmul(ctx, subctx, p, ggml_vk_subbuffer(qx_buf), ggml_vk_subbuffer(y_buf), ggml_vk_subbuffer(d_buf), ggml_vk_subbuffer(ctx->prealloc_split_k), m, n, k, k, k, m, split_k, batch, batch, batch, 1, 1, k*m, k*n, m*n);
+        ggml_vk_matmul(
+            ctx, subctx, p, ggml_vk_subbuffer(qx_buf), ggml_vk_subbuffer(y_buf), ggml_vk_subbuffer(d_buf), ggml_vk_subbuffer(ctx->prealloc_split_k),
+            m, n, k, k, k, m, split_k, batch, batch, batch, 1, 1, k*m, k*n, m*n, 0, 0, 0, 0, 1
+        );
         ggml_vk_ctx_end(subctx);
     }
 
@@ -4370,15 +5084,11 @@ static void ggml_vk_test_dequant_matmul(ggml_backend_vk_context * ctx, size_t m,
     src1_ggml->data = y;
     tensor_ggml->data = d_chk;
 
-    ctx->disable = true;
-
     ggml_cgraph * cgraph = ggml_new_graph(ggml_ctx);
     ggml_build_forward_expand(cgraph, tensor_ggml);
 
     ggml_graph_compute_with_ctx(ggml_ctx, cgraph, 1);
 
-    ctx->disable = false;
-
     ggml_free(ggml_ctx);
 
     double avg_err = 0.0;
@@ -4455,12 +5165,12 @@ static void ggml_vk_preallocate_buffers_graph(ggml_backend_vk_context * ctx, ggm
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_preallocate_buffers_graph(" << node << ")" << std::endl;
 #endif
-    if (ctx->disable || node->backend != GGML_BACKEND_TYPE_GPU) {
+    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) node->extra;
+
+    if (extra == nullptr) {
         return;
     }
 
-    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) node->extra;
-
     ggml_tensor * src0 = node->src[0];
     ggml_tensor * src1 = node->src[1];
 
@@ -4565,9 +5275,6 @@ static void ggml_vk_preallocate_buffers_graph(ggml_backend_vk_context * ctx, ggm
 }
 
 static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
-    if (ctx->disable) {
-        return;
-    }
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_preallocate_buffers(x_size: " << ctx->prealloc_size_x << " y_size: " << ctx->prealloc_size_y << " split_k_size: " << ctx->prealloc_size_split_k << ")" << std::endl;
 #endif
@@ -4590,6 +5297,8 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
     ggml_vk_test_dequant(ctx, 7680, GGML_TYPE_Q5_K);
     ggml_vk_test_dequant(ctx, 7680, GGML_TYPE_Q6_K);
 
+    ggml_vk_test_matmul<ggml_fp16_t, ggml_fp16_t>(ctx, 512, 512, 100, 32, 100, 1, 2);
+
     ggml_vk_test_matmul<float, float>(ctx, 128, 512, 512, 2, 100, 1, 0);
     ggml_vk_test_matmul<float, float>(ctx, 128, 512, 512, 2, 100, 1, 1);
     ggml_vk_test_matmul<float, float>(ctx, 128, 512, 512, 2, 100, 1, 2);
@@ -4739,7 +5448,9 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
 }
 
 static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * node, bool last_node){
-    if (ctx->disable || node->backend != GGML_BACKEND_TYPE_GPU) {
+    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) node->extra;
+
+    if (ggml_is_empty(node) || extra == nullptr) {
         return;
     }
 
@@ -4753,8 +5464,6 @@ static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * nod
     const ggml_tensor * src1 = node->src[1];
     const ggml_tensor * src2 = node->src[2];
 
-    ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) node->extra;
-
     switch (node->op) {
     case GGML_OP_UNARY:
         switch (ggml_get_unary_op(node)) {
@@ -4866,11 +5575,11 @@ static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * nod
 
         break;
     case GGML_OP_SOFT_MAX:
-        ggml_vk_soft_max(ctx, ctx->compute_ctx, src0, src1, src2, node);
+        ggml_vk_soft_max(ctx, ctx->compute_ctx, src0, src1, node);
 
         break;
     case GGML_OP_ROPE:
-        ggml_vk_rope(ctx, ctx->compute_ctx, src0, src1, node);
+        ggml_vk_rope(ctx, ctx->compute_ctx, src0, src1, src2, node);
 
         break;
     case GGML_OP_ARGSORT:
@@ -4899,7 +5608,7 @@ static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * nod
     last_node = true;
 #endif
 
-    if (node->backend == GGML_BACKEND_TYPE_CPU || last_node) {
+    if (last_node) {
         ggml_vk_ctx_end(ctx->compute_ctx);
         ctx->compute_ctx->exit_tensor = node;
         ctx->compute_ctx = nullptr;
@@ -4907,10 +5616,6 @@ static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * nod
 }
 
 static bool ggml_vk_compute_forward(ggml_backend_vk_context * ctx, ggml_compute_params * params, ggml_tensor * tensor){
-    if (ctx->disable) {
-        return false;
-    }
-
     ggml_tensor_extra_gpu * extra = nullptr;
 
     switch (tensor->op) {
@@ -4969,7 +5674,7 @@ static bool ggml_vk_compute_forward(ggml_backend_vk_context * ctx, ggml_compute_
     }
 
 #ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_compute_forward(" << tensor << ", name=" << tensor->name << ", op=" << ggml_op_name(tensor->op) << ", type=" << tensor->type << ", backend=" << tensor->backend << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << ", view_src=" << tensor->view_src << ", view_offs=" << tensor->view_offs << ")" << std::endl;
+    std::cerr << "ggml_vk_compute_forward(" << tensor << ", name=" << tensor->name << ", op=" << ggml_op_name(tensor->op) << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << ", view_src=" << tensor->view_src << ", view_offs=" << tensor->view_offs << ")" << std::endl;
 #endif
 
 #ifdef GGML_VULKAN_CHECK_RESULTS
@@ -5009,9 +5714,6 @@ static bool ggml_vk_compute_forward(ggml_backend_vk_context * ctx, ggml_compute_
 
 // Clean up after graph processing is done
 static void ggml_vk_graph_cleanup(ggml_backend_vk_context * ctx) {
-    if (ctx->disable) {
-        return;
-    }
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_vk_graph_cleanup()" << std::endl;
 #endif
@@ -5184,7 +5886,6 @@ GGML_CALL static void ggml_backend_vk_buffer_init_tensor(ggml_backend_buffer_t b
         extra->offset = (uint8_t *) tensor->data - (uint8_t *) vk_ptr_base;
     }
 
-    tensor->backend = GGML_BACKEND_TYPE_GPU;
     tensor->extra = extra;
 }
 
@@ -5192,8 +5893,6 @@ GGML_CALL static void ggml_backend_vk_buffer_set_tensor(ggml_backend_buffer_t bu
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_backend_vk_buffer_set_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")" << std::endl;
 #endif
-    GGML_ASSERT(tensor->backend == GGML_BACKEND_TYPE_GPU);
-
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
@@ -5207,8 +5906,6 @@ GGML_CALL static void ggml_backend_vk_buffer_get_tensor(ggml_backend_buffer_t bu
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_backend_vk_buffer_get_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")" << std::endl;
 #endif
-    GGML_ASSERT(tensor->backend == GGML_BACKEND_TYPE_GPU);
-
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
@@ -5315,6 +6012,8 @@ static ggml_backend_buffer_type_i ggml_backend_vk_buffer_type_interface = {
 };
 
 GGML_CALL ggml_backend_buffer_type_t ggml_backend_vk_buffer_type(size_t dev_num) {
+    ggml_vk_instance_init();
+
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_backend_vk_buffer_type(" << dev_num << ")" << std::endl;
 #endif
@@ -5351,6 +6050,7 @@ GGML_CALL static ggml_backend_buffer_t ggml_backend_vk_host_buffer_type_alloc_bu
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_backend_vk_host_buffer_type_alloc_buffer(" << size << ")" << std::endl;
 #endif
+    size += 32;  // Behave like the CPU buffer type
     void * ptr = nullptr;
     try {
         ptr = ggml_vk_host_malloc(&vk_instance.contexts[0], size);
@@ -5438,7 +6138,6 @@ GGML_CALL static void ggml_backend_vk_set_tensor_async(ggml_backend_t backend, g
 #endif
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     GGML_ASSERT((tensor->buffer->buft == ggml_backend_vk_buffer_type(ctx->idx) || tensor->buffer->buft == ggml_backend_vk_host_buffer_type()) && "unsupported buffer type");
-    GGML_ASSERT(tensor->backend == GGML_BACKEND_TYPE_GPU);
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
 
@@ -5459,7 +6158,6 @@ GGML_CALL static void ggml_backend_vk_get_tensor_async(ggml_backend_t backend, c
 #endif
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     GGML_ASSERT((tensor->buffer->buft == ggml_backend_vk_buffer_type(ctx->idx) || tensor->buffer->buft == ggml_backend_vk_host_buffer_type()) && "unsupported buffer type");
-    GGML_ASSERT(tensor->backend == GGML_BACKEND_TYPE_GPU);
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
 
@@ -5525,6 +6223,10 @@ GGML_CALL static void ggml_backend_vk_synchronize(ggml_backend_t backend) {
     ctx->transfer_ctx = nullptr;
 }
 
+static bool ggml_vk_is_empty(ggml_tensor * node) {
+    return ggml_is_empty(node) || node->op == GGML_OP_NONE || node->op == GGML_OP_RESHAPE || node->op == GGML_OP_TRANSPOSE || node->op == GGML_OP_VIEW || node->op == GGML_OP_PERMUTE;
+}
+
 GGML_CALL static ggml_status ggml_backend_vk_graph_compute(ggml_backend_t backend, ggml_cgraph * cgraph) {
 #ifdef GGML_VULKAN_DEBUG
     std::cerr << "ggml_backend_vk_graph_compute(" << cgraph->n_nodes << " nodes)" << std::endl;
@@ -5539,7 +6241,7 @@ GGML_CALL static ggml_status ggml_backend_vk_graph_compute(ggml_backend_t backen
     int last_node = cgraph->n_nodes - 1;
 
     // If the last op in the cgraph isn't backend GPU, the command buffer doesn't get closed properly
-    while (last_node > 0 && cgraph->nodes[last_node]->backend != GGML_BACKEND_TYPE_GPU) {
+    while (last_node > 0 && ggml_vk_is_empty(cgraph->nodes[last_node])) {
         last_node -= 1;
     }
 
@@ -5553,7 +6255,7 @@ GGML_CALL static ggml_status ggml_backend_vk_graph_compute(ggml_backend_t backen
     for (int i = 0; i < cgraph->n_nodes; i++) {
         ggml_tensor * node = cgraph->nodes[i];
 
-        if (ggml_is_empty(node) || node->op == GGML_OP_RESHAPE || node->op == GGML_OP_TRANSPOSE || node->op == GGML_OP_VIEW || node->op == GGML_OP_PERMUTE || node->op == GGML_OP_NONE) {
+        if (ggml_vk_is_empty(node)) {
             continue;
         }
 
@@ -5577,6 +6279,8 @@ GGML_CALL static ggml_status ggml_backend_vk_graph_compute(ggml_backend_t backen
 }
 
 GGML_CALL static bool ggml_backend_vk_supports_op(ggml_backend_t backend, const ggml_tensor * op) {
+    // ggml_backend_vk_context * ctx = (ggml_backend_vk_context *) backend->context;
+
     switch (op->op) {
         case GGML_OP_UNARY:
             switch (ggml_get_unary_op(op)) {
@@ -5853,7 +6557,7 @@ static void ggml_vk_print_graph_origin(const ggml_tensor * tensor, std::vector<c
     for (int j = 0; j < level; j++) {
         std::cerr << " ";
     }
-    std::cerr << ggml_op_name(tensor->op) << " gpu=" << (tensor->extra != nullptr) << " backend=" << tensor->backend << std::endl;
+    std::cerr << ggml_op_name(tensor->op) << " gpu=" << (tensor->extra != nullptr) << std::endl;
 
     done.push_back(tensor);
 
@@ -5865,7 +6569,7 @@ static void ggml_vk_print_graph_origin(const ggml_tensor * tensor, std::vector<c
 }
 
 static void ggml_vk_print_tensor_area(const ggml_tensor * tensor, const void * data, int i0, int i1, int i2, int i3) {
-    if (tensor->type != GGML_TYPE_F32 && tensor->type != GGML_TYPE_F16) {
+    if (tensor->type != GGML_TYPE_F32 && tensor->type != GGML_TYPE_F16 && tensor->type != GGML_TYPE_I32) {
         return;
     }
     i0 = std::max(i0, 5);
@@ -5886,6 +6590,8 @@ static void ggml_vk_print_tensor_area(const ggml_tensor * tensor, const void * d
                     val = *(const float *) ((const char *) data + i3*tensor->nb[3] + i2*tensor->nb[2] + idx1*tensor->nb[1] + idx0*tensor->nb[0]);
                 } else if (tensor->type == GGML_TYPE_F16) {
                     val = ggml_fp16_to_fp32(*(const ggml_fp16_t *) ((const char *) data + i3*tensor->nb[3] + i2*tensor->nb[2] + idx1*tensor->nb[1] + idx0*tensor->nb[0]));
+                } else if (tensor->type == GGML_TYPE_I32) {
+                    val = *(const int32_t *) ((const char *) data + i3*tensor->nb[3] + i2*tensor->nb[2] + idx1*tensor->nb[1] + idx0*tensor->nb[0]);
                 } else {
                     GGML_ASSERT(false);
                 }
@@ -5901,7 +6607,7 @@ static void ggml_vk_print_tensor_area(const ggml_tensor * tensor, const void * d
 static void ggml_vk_print_tensor(ggml_backend_vk_context * ctx, const ggml_tensor * tensor, const char * name) {
     void * tensor_data = tensor->data;
 
-    if (tensor->backend == GGML_BACKEND_TYPE_GPU) {
+    if (ggml_backend_buffer_is_vk(tensor->buffer)) {
         const size_t tensor_size = ggml_nbytes(tensor);
         tensor_data = malloc(tensor_size);
 
@@ -5912,12 +6618,12 @@ static void ggml_vk_print_tensor(ggml_backend_vk_context * ctx, const ggml_tenso
     }
 
     std::cerr << "TENSOR CHECK " << name << " (" << tensor->name << "): " << ggml_op_name(tensor->op) << std::endl;
-    std::cerr << "tensor=" << tensor << " tensor->backend: " << tensor->backend << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << std::endl;
+    std::cerr << "tensor=" << tensor << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << std::endl;
     if (tensor->src[0] != nullptr) {
-        std::cerr << "tensor->src[0]=" << tensor->src[0] << " name=" << tensor->src[0]->name << " op=" << ggml_op_name(tensor->src[0]->op) << " type=" << ggml_type_name(tensor->src[0]->type) << " backend=" << tensor->src[0]->backend << " ne0=" << tensor->src[0]->ne[0] << " nb0=" << tensor->src[0]->nb[0] << " ne1=" << tensor->src[0]->ne[1] << " nb1=" << tensor->src[0]->nb[1] << " ne2=" << tensor->src[0]->ne[2] << " nb2=" << tensor->src[0]->nb[2] << " ne3=" << tensor->src[0]->ne[3] << " nb3=" << tensor->src[0]->nb[3] << std::endl;
+        std::cerr << "tensor->src[0]=" << tensor->src[0] << " name=" << tensor->src[0]->name << " op=" << ggml_op_name(tensor->src[0]->op) << " type=" << ggml_type_name(tensor->src[0]->type) << " ne0=" << tensor->src[0]->ne[0] << " nb0=" << tensor->src[0]->nb[0] << " ne1=" << tensor->src[0]->ne[1] << " nb1=" << tensor->src[0]->nb[1] << " ne2=" << tensor->src[0]->ne[2] << " nb2=" << tensor->src[0]->nb[2] << " ne3=" << tensor->src[0]->ne[3] << " nb3=" << tensor->src[0]->nb[3] << std::endl;
     }
     if (tensor->src[1] != nullptr) {
-        std::cerr << "tensor->src[1]=" << tensor->src[1] << " name=" << tensor->src[1]->name << " op=" << ggml_op_name(tensor->src[1]->op) << " type=" << ggml_type_name(tensor->src[1]->type) << " backend=" << tensor->src[1]->backend << " ne0=" << tensor->src[1]->ne[0] << " nb0=" << tensor->src[1]->nb[0] << " ne1=" << tensor->src[1]->ne[1] << " nb1=" << tensor->src[1]->nb[1] << " ne2=" << tensor->src[1]->ne[2] << " nb2=" << tensor->src[1]->nb[2] << " ne3=" << tensor->src[1]->ne[3] << " nb3=" << tensor->src[1]->nb[3] << std::endl;
+        std::cerr << "tensor->src[1]=" << tensor->src[1] << " name=" << tensor->src[1]->name << " op=" << ggml_op_name(tensor->src[1]->op) << " type=" << ggml_type_name(tensor->src[1]->type) << " ne0=" << tensor->src[1]->ne[0] << " nb0=" << tensor->src[1]->nb[0] << " ne1=" << tensor->src[1]->ne[1] << " nb1=" << tensor->src[1]->nb[1] << " ne2=" << tensor->src[1]->ne[2] << " nb2=" << tensor->src[1]->nb[2] << " ne3=" << tensor->src[1]->ne[3] << " nb3=" << tensor->src[1]->nb[3] << std::endl;
     }
     std::cerr << std::endl << "Result:" << std::endl;
     ggml_vk_print_tensor_area(tensor, tensor_data, 5, 5, 0, 0);
@@ -5928,43 +6634,11 @@ static void ggml_vk_print_tensor(ggml_backend_vk_context * ctx, const ggml_tenso
     std::vector<const ggml_tensor *> done;
     ggml_vk_print_graph_origin(tensor, done);
 
-    if (tensor->backend == GGML_BACKEND_TYPE_GPU) {
+    if (ggml_backend_buffer_is_vk(tensor->buffer)) {
         free(tensor_data);
     }
 }
 
-static void ggml_vk_check_tensor(const std::string& name, const ggml_tensor * tensor) {
-    return;
-    GGML_ASSERT(tensor->backend == GGML_BACKEND_TYPE_CPU);
-    if (tensor->type != GGML_TYPE_F32 && tensor->type != GGML_TYPE_F16) {
-        return;
-    }
-    for (int i3 = 0; i3 < tensor->ne[3]; i3++) {
-        for (int i2 = 0; i2 < tensor->ne[2]; i2++) {
-            for (int i1 = 0; i1 < tensor->ne[1]; i1++) {
-                for (int i0 = 0; i0 < tensor->ne[0]; i0++) {
-                    float val = 0.0f;
-                    if (tensor->type == GGML_TYPE_F32) {
-                        val = *(float *) ((char *) tensor->data + i3*tensor->nb[3] + i2*tensor->nb[2] + i1*tensor->nb[1] + i0*tensor->nb[0]);
-                    } else if (tensor->type == GGML_TYPE_F16) {
-                        val = ggml_fp16_to_fp32(*(ggml_fp16_t *) ((char *) tensor->data + i3*tensor->nb[3] + i2*tensor->nb[2] + i1*tensor->nb[1] + i0*tensor->nb[0]));
-                    }
-                    if (std::isnan(val)) {
-                        std::cerr << "ERROR: TENSOR CHECK " << name << ": Invalid value in " << ggml_op_name(tensor->op) << " i3=" << i3 << " i2=" << i2 << " i1=" << i1 << " i0=" << i0 << " val=" << val << std::endl;
-                        std::cerr << "tensor=" << tensor << " tensor->type=" << ggml_type_name(tensor->type) << " tensor->backend: " << tensor->backend << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << std::endl;
-                        std::cerr << std::endl;
-                        ggml_vk_print_tensor_area(tensor, tensor->data, i0, i1, i2, i3);
-                        std::cerr << std::endl;
-                        std::vector<const ggml_tensor *> done;
-                        ggml_vk_print_graph_origin(tensor, done);
-                        GGML_ASSERT(false);
-                    }
-                }
-            }
-        }
-    }
-}
-
 void * comp_result;
 size_t comp_size;
 size_t comp_nb[GGML_MAX_DIMS];
@@ -6018,10 +6692,10 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
 
         src0_buffer = malloc(src0_size);
         src0_clone->data = src0_buffer;
-        if (src0->backend == GGML_BACKEND_TYPE_CPU) {
+        if (ggml_backend_buffer_is_host(src0->buffer)) {
             memcpy(src0_clone->data, src0->data, src0_size);
             memcpy(src0_clone->nb, src0->nb, sizeof(size_t) * GGML_MAX_DIMS);
-        } else if (src0->backend == GGML_BACKEND_TYPE_GPU) {
+        } else if (ggml_backend_buffer_is_vk(src0->buffer)) {
             ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) src0->extra;
             vk_buffer buffer_gpu = extra->buffer_gpu.lock();
             uint64_t offset = extra->offset;
@@ -6052,8 +6726,6 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         if (vk_output_tensor > 0 && vk_output_tensor == check_counter) {
             ggml_vk_print_tensor(ctx, src0, "src0");
         }
-
-        ggml_vk_check_tensor(std::string(ggml_op_name(tensor->op)) + "->src0", src0_clone);
     }
     if (src1 != nullptr) {
         src1_clone = ggml_dup_tensor(ggml_ctx, src1);
@@ -6062,10 +6734,10 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
 
         src1_buffer = malloc(src1_size);
         src1_clone->data = src1_buffer;
-        if (src1->backend == GGML_BACKEND_TYPE_CPU) {
+        if (ggml_backend_buffer_is_host(src1->buffer)) {
             memcpy(src1_clone->data, src1->data, src1_size);
             memcpy(src1_clone->nb, src1->nb, sizeof(size_t) * GGML_MAX_DIMS);
-        } else if (src1->backend == GGML_BACKEND_TYPE_GPU) {
+        } else if (ggml_backend_buffer_is_vk(src1->buffer)) {
             ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) src1->extra;
             vk_buffer buffer_gpu = extra->buffer_gpu.lock();
             uint64_t offset = extra->offset;
@@ -6096,12 +6768,12 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         if (vk_output_tensor > 0 && vk_output_tensor == check_counter) {
             ggml_vk_print_tensor(ctx, src1, "src1");
             std::cerr << "TENSOR CHECK: " << ggml_op_name(src1_clone->op) << " (check " << check_counter << ")" << std::endl;
-            std::cerr << "src1_clone=" << tensor << " src1_clone->backend: " << src1_clone->backend << " src1_clone->type: " << ggml_type_name(src1_clone->type) << " ne0=" << src1_clone->ne[0] << " nb0=" << src1_clone->nb[0] << " ne1=" << src1_clone->ne[1] << " nb1=" << src1_clone->nb[1] << " ne2=" << src1_clone->ne[2] << " nb2=" << src1_clone->nb[2] << " ne3=" << src1_clone->ne[3] << " nb3=" << src1_clone->nb[3] << std::endl;
+            std::cerr << "src1_clone=" << tensor << " src1_clone->type: " << ggml_type_name(src1_clone->type) << " ne0=" << src1_clone->ne[0] << " nb0=" << src1_clone->nb[0] << " ne1=" << src1_clone->ne[1] << " nb1=" << src1_clone->nb[1] << " ne2=" << src1_clone->ne[2] << " nb2=" << src1_clone->nb[2] << " ne3=" << src1_clone->ne[3] << " nb3=" << src1_clone->nb[3] << std::endl;
             if (src1->src[0] != nullptr) {
-                std::cerr << "src1->src[0]=" << src1->src[0] << " op=" << ggml_op_name(src1->src[0]->op) << " type=" << ggml_type_name(src1->src[0]->type) << " backend=" << src1->src[0]->backend << " ne0=" << src1->src[0]->ne[0] << " nb0=" << src1->src[0]->nb[0] << " ne1=" << src1->src[0]->ne[1] << " nb1=" << src1->src[0]->nb[1] << " ne2=" << src1->src[0]->ne[2] << " nb2=" << src1->src[0]->nb[2] << " ne3=" << src1->src[0]->ne[3] << " nb3=" << src1->src[0]->nb[3] << std::endl;
+                std::cerr << "src1->src[0]=" << src1->src[0] << " op=" << ggml_op_name(src1->src[0]->op) << " type=" << ggml_type_name(src1->src[0]->type) << " ne0=" << src1->src[0]->ne[0] << " nb0=" << src1->src[0]->nb[0] << " ne1=" << src1->src[0]->ne[1] << " nb1=" << src1->src[0]->nb[1] << " ne2=" << src1->src[0]->ne[2] << " nb2=" << src1->src[0]->nb[2] << " ne3=" << src1->src[0]->ne[3] << " nb3=" << src1->src[0]->nb[3] << std::endl;
             }
             if (src1->src[1] != nullptr) {
-                std::cerr << "src1->src[1]=" << src1->src[1] << " op=" << ggml_op_name(src1->src[1]->op) << " type=" << ggml_type_name(src1->src[1]->type) << " backend=" << src1->src[1]->backend << " ne0=" << src1->src[1]->ne[0] << " nb0=" << src1->src[1]->nb[0] << " ne1=" << src1->src[1]->ne[1] << " nb1=" << src1->src[1]->nb[1] << " ne2=" << src1->src[1]->ne[2] << " nb2=" << src1->src[1]->nb[2] << " ne3=" << src1->src[1]->ne[3] << " nb3=" << src1->src[1]->nb[3] << std::endl;
+                std::cerr << "src1->src[1]=" << src1->src[1] << " op=" << ggml_op_name(src1->src[1]->op) << " type=" << ggml_type_name(src1->src[1]->type) << " ne0=" << src1->src[1]->ne[0] << " nb0=" << src1->src[1]->nb[0] << " ne1=" << src1->src[1]->ne[1] << " nb1=" << src1->src[1]->nb[1] << " ne2=" << src1->src[1]->ne[2] << " nb2=" << src1->src[1]->nb[2] << " ne3=" << src1->src[1]->ne[3] << " nb3=" << src1->src[1]->nb[3] << std::endl;
             }
             std::cerr << std::endl << "Result:" << std::endl;
             ggml_vk_print_tensor_area(src1_clone, src1_clone->data, 5, 5, 0, 0);
@@ -6112,8 +6784,6 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
             std::vector<const ggml_tensor *> done;
             ggml_vk_print_graph_origin(src1_clone, done);
         }
-
-        ggml_vk_check_tensor(std::string(ggml_op_name(tensor->op)) + "->src1", src1_clone);
     }
     if (src2 != nullptr) {
         src2_clone = ggml_dup_tensor(ggml_ctx, src2);
@@ -6122,18 +6792,18 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
 
         src2_buffer = malloc(src2_size);
         src2_clone->data = src2_buffer;
-        if (src2->backend == GGML_BACKEND_TYPE_CPU) {
+        if (ggml_backend_buffer_is_host(src2->buffer)) {
             memcpy(src2_clone->data, src2->data, src2_size);
             memcpy(src2_clone->nb, src2->nb, sizeof(size_t) * GGML_MAX_DIMS);
-        } else if (src2->backend == GGML_BACKEND_TYPE_GPU) {
+        } else if (ggml_backend_buffer_is_vk(src2->buffer)) {
             ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) src2->extra;
-            vk_buffer buf = extra->buffer_gpu.lock();
+            vk_buffer buffer_gpu = extra->buffer_gpu.lock();
             uint64_t offset = extra->offset;
             if (!ggml_is_contiguous(src2) && ggml_vk_dim01_contiguous(src2)) {
                 for (int i3 = 0; i3 < src2->ne[3]; i3++) {
                     for (int i2 = 0; i2 < src2->ne[2]; i2++) {
                         const int idx = i3*src2->ne[2] + i2;
-                        ggml_vk_buffer_read(ctx, buf, offset + idx * src2->nb[2], ((char *)src2_clone->data + idx * src2_clone->nb[2]), src2->ne[1] * src2->nb[1]);
+                        ggml_vk_buffer_read(ctx, buffer_gpu, offset + idx * src2->nb[2], ((char *)src2_clone->data + idx * src2_clone->nb[2]), src2->ne[1] * src2->nb[1]);
                     }
                 }
 
@@ -6143,10 +6813,10 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
                     src2_clone->nb[i] = src2_clone->nb[i - 1]*src2_clone->ne[i - 1];
                 }
             } else {
-                if (offset + src2_size >= buf->size) {
-                    src2_size = buf->size - offset;
+                if (offset + src2_size >= buffer_gpu->size) {
+                    src2_size = buffer_gpu->size - offset;
                 }
-                ggml_vk_buffer_read(ctx, buf, offset, src2_clone->data, src2_size);
+                ggml_vk_buffer_read(ctx, buffer_gpu, offset, src2_clone->data, src2_size);
                 memcpy(src2_clone->nb, src2->nb, sizeof(size_t) * GGML_MAX_DIMS);
             }
         } else {
@@ -6156,12 +6826,12 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         if (vk_output_tensor > 0 && vk_output_tensor == check_counter) {
             ggml_vk_print_tensor(ctx, src2, "src2");
             std::cerr << "TENSOR CHECK: " << ggml_op_name(src2_clone->op) << " (check " << check_counter << ")" << std::endl;
-            std::cerr << "src2_clone=" << tensor << " src2_clone->backend: " << src2_clone->backend << " src2_clone->type: " << ggml_type_name(src2_clone->type) << " ne0=" << src2_clone->ne[0] << " nb0=" << src2_clone->nb[0] << " ne1=" << src2_clone->ne[1] << " nb1=" << src2_clone->nb[1] << " ne2=" << src2_clone->ne[2] << " nb2=" << src2_clone->nb[2] << " ne3=" << src2_clone->ne[3] << " nb3=" << src2_clone->nb[3] << std::endl;
+            std::cerr << "src2_clone=" << tensor << " src2_clone->type: " << ggml_type_name(src2_clone->type) << " ne0=" << src2_clone->ne[0] << " nb0=" << src2_clone->nb[0] << " ne1=" << src2_clone->ne[1] << " nb1=" << src2_clone->nb[1] << " ne2=" << src2_clone->ne[2] << " nb2=" << src2_clone->nb[2] << " ne3=" << src2_clone->ne[3] << " nb3=" << src2_clone->nb[3] << std::endl;
             if (src2->src[0] != nullptr) {
-                std::cerr << "src2->src[0]=" << src2->src[0] << " op=" << ggml_op_name(src2->src[0]->op) << " type=" << ggml_type_name(src2->src[0]->type) << " backend=" << src2->src[0]->backend << " ne0=" << src2->src[0]->ne[0] << " nb0=" << src2->src[0]->nb[0] << " ne1=" << src2->src[0]->ne[1] << " nb1=" << src2->src[0]->nb[1] << " ne2=" << src2->src[0]->ne[2] << " nb2=" << src2->src[0]->nb[2] << " ne3=" << src2->src[0]->ne[3] << " nb3=" << src2->src[0]->nb[3] << std::endl;
+                std::cerr << "src2->src[0]=" << src2->src[0] << " op=" << ggml_op_name(src2->src[0]->op) << " type=" << ggml_type_name(src2->src[0]->type) << " ne0=" << src2->src[0]->ne[0] << " nb0=" << src2->src[0]->nb[0] << " ne1=" << src2->src[0]->ne[1] << " nb1=" << src2->src[0]->nb[1] << " ne2=" << src2->src[0]->ne[2] << " nb2=" << src2->src[0]->nb[2] << " ne3=" << src2->src[0]->ne[3] << " nb3=" << src2->src[0]->nb[3] << std::endl;
             }
             if (src2->src[1] != nullptr) {
-                std::cerr << "src2->src[1]=" << src2->src[1] << " op=" << ggml_op_name(src2->src[1]->op) << " type=" << ggml_type_name(src2->src[1]->type) << " backend=" << src2->src[1]->backend << " ne0=" << src2->src[1]->ne[0] << " nb0=" << src2->src[1]->nb[0] << " ne1=" << src2->src[1]->ne[1] << " nb1=" << src2->src[1]->nb[1] << " ne2=" << src2->src[1]->ne[2] << " nb2=" << src2->src[1]->nb[2] << " ne3=" << src2->src[1]->ne[3] << " nb3=" << src2->src[1]->nb[3] << std::endl;
+                std::cerr << "src2->src[1]=" << src2->src[1] << " op=" << ggml_op_name(src2->src[1]->op) << " type=" << ggml_type_name(src2->src[1]->type) << " ne0=" << src2->src[1]->ne[0] << " nb0=" << src2->src[1]->nb[0] << " ne1=" << src2->src[1]->ne[1] << " nb1=" << src2->src[1]->nb[1] << " ne2=" << src2->src[1]->ne[2] << " nb2=" << src2->src[1]->nb[2] << " ne3=" << src2->src[1]->ne[3] << " nb3=" << src2->src[1]->nb[3] << std::endl;
             }
             std::cerr << std::endl << "Result:" << std::endl;
             ggml_vk_print_tensor_area(src2_clone, src2_clone->data, 5, 5, 0, 0);
@@ -6172,8 +6842,6 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
             std::vector<const ggml_tensor *> done;
             ggml_vk_print_graph_origin(src2_clone, done);
         }
-
-        ggml_vk_check_tensor(std::string(ggml_op_name(tensor->op)) + "->src2", src2_clone);
     }
 
     if (tensor->op == GGML_OP_MUL_MAT) {
@@ -6194,12 +6862,12 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         tensor_clone = ggml_rms_norm(ggml_ctx, src0_clone, *(float *)tensor->op_params);
     } else if (tensor->op == GGML_OP_SOFT_MAX) {
         if (src1 != nullptr) {
-            tensor_clone = ggml_soft_max_ext(ggml_ctx, src0_clone, src1_clone, src2_clone, ((float *)tensor->op_params)[0], ((float *)tensor->op_params)[1]);
+            tensor_clone = ggml_soft_max_ext(ggml_ctx, src0_clone, src1_clone, ((float *)tensor->op_params)[0], ((float *)tensor->op_params)[1]);
         } else {
             tensor_clone = ggml_soft_max(ggml_ctx, src0_clone);
         }
     } else if (tensor->op == GGML_OP_DIAG_MASK_INF) {
-        tensor_clone = ggml_diag_mask_inf(ggml_ctx, src0_clone, *(float *)tensor->op_params);
+        tensor_clone = ggml_diag_mask_inf(ggml_ctx, src0_clone, *(int *)tensor->op_params);
     } else if (tensor->op == GGML_OP_ROPE) {
         const int n_dims      = ((int32_t *) tensor->op_params)[1];
         const int mode        = ((int32_t *) tensor->op_params)[2];
@@ -6211,7 +6879,7 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         float attn_factor     = ((float *)   tensor->op_params)[8];
         float beta_fast       = ((float *)   tensor->op_params)[9];
         float beta_slow       = ((float *)   tensor->op_params)[10];
-        tensor_clone = ggml_rope_custom(ggml_ctx, src0_clone, src1_clone, n_dims, mode, n_ggml_ctx, n_orig_ggml_ctx, freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow);
+        tensor_clone = ggml_rope_ext(ggml_ctx, src0_clone, src1_clone, src2_clone, n_dims, mode, n_ggml_ctx, n_orig_ggml_ctx, freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow);
     } else if (tensor->op == GGML_OP_UNARY) {
         switch (ggml_get_unary_op(tensor)) {
         case GGML_UNARY_OP_SILU:
@@ -6247,22 +6915,18 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         tensor_clone = ggml_transpose(ggml_ctx, src0_clone);
     } else if (tensor->op == GGML_OP_GET_ROWS) {
         tensor_clone = ggml_get_rows(ggml_ctx, src0_clone, src1_clone);
+    } else if (tensor->op == GGML_OP_ARGSORT) {
+        tensor_clone = ggml_argsort(ggml_ctx, src0_clone, (ggml_sort_order) *(int *)tensor->op_params);
     } else {
         std::cerr << "Missing vk_check_results OP: " << ggml_op_name(tensor->op) << std::endl;
         GGML_ASSERT(false);
     }
 
-    // Disable vulkan here to avoid the hooks in ggml.c
-    ctx->disable = true;
-
     ggml_cgraph * cgraph = ggml_new_graph(ggml_ctx);
     ggml_build_forward_expand(cgraph, tensor_clone);
 
     ggml_graph_compute_with_ctx(ggml_ctx, cgraph, 8);
 
-    ctx->disable = false;
-
-    ggml_vk_check_tensor(ggml_op_name(tensor->op), tensor_clone);
     if (vk_output_tensor > 0 && vk_output_tensor == check_counter) {
         ggml_vk_print_tensor(ctx, tensor_clone, "tensor_clone");
     }
@@ -6279,9 +6943,6 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
     if (src1 != nullptr) {
         free(src1_buffer);
     }
-    if (src2 != nullptr) {
-        free(src1_buffer);
-    }
 
     ggml_free(ggml_ctx);
 }
@@ -6306,7 +6967,7 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
 
     void * tensor_data = tensor->data;
 
-    if (tensor->backend == GGML_BACKEND_TYPE_GPU) {
+    if (ggml_backend_buffer_is_vk(tensor->buffer)) {
         size_t tensor_size = ggml_nbytes(tensor);
         tensor_data = malloc(tensor_size);
 
@@ -6341,8 +7002,11 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
                         } else if (tensor->type == GGML_TYPE_F16) {
                             correct = ggml_fp16_to_fp32(*(ggml_fp16_t *) ((char *) comp_result + i3*comp_nb[3] + i2*comp_nb[2] + i1*comp_nb[1] + i0*comp_nb[0]));
                             result  = ggml_fp16_to_fp32(*(ggml_fp16_t *) ((char *) tensor_data + i3*tensor->nb[3] + i2*tensor->nb[2] + i1*tensor->nb[1] + i0*tensor->nb[0]));
+                        } else if (tensor->type == GGML_TYPE_I32) {
+                            correct = *(int32_t *) ((char *) comp_result + i3*comp_nb[3] + i2*comp_nb[2] + i1*comp_nb[1] + i0*comp_nb[0]);
+                            result  = *(int32_t *) ((char *) tensor_data + i3*tensor->nb[3] + i2*tensor->nb[2] + i1*tensor->nb[1] + i0*tensor->nb[0]);
                         } else {
-                            std::cerr << "comp_size=" << comp_size << " but required is " << (i3*comp_nb[3] + i2*comp_nb[2] + i1*comp_nb[1] + i0*comp_nb[0]) << std::endl;
+                            std::cerr << "Results check not implemented for type " << ggml_type_name(tensor->type) << std::endl;
                         }
                     } else {
                         std::cerr << "Missing debug code for type " << ggml_type_name(tensor->type) << std::endl;
@@ -6351,12 +7015,12 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
 
                     if ((std::isnan(correct) != std::isnan(result)) || (std::isinf(correct) != std::isinf(result)) || !buffer_size_fit) {
                         std::cerr << "ERROR: Invalid value in " << ggml_op_name(tensor->op) << " i3=" << i3 << " i2=" << i2 << " i1=" << i1 << " i0=" << i0 << " result=" << result << " correct=" << correct << " avg_err=" << (avg_err / counter) << std::endl;
-                        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->backend: " << tensor->backend << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
+                        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
                         if (src0 != nullptr) {
-                            std::cerr << "src0=" << src0 << " src0->name=" << src0->name << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " backend=" << src0->backend << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
+                            std::cerr << "src0=" << src0 << " src0->name=" << src0->name << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
                         }
                         if (src1 != nullptr) {
-                            std::cerr << "src1=" << src1 << " src1->name=" << src1->name << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " backend=" << src1->backend << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
+                            std::cerr << "src1=" << src1 << " src1->name=" << src1->name << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
                         }
                         std::cerr << "First error: result=" << first_error_result << " correct=" << first_error_correct  << " i3=" << first_error[3] << " i2=" << first_error[2] << " i1=" << first_error[1] << " i0=" << first_error[0] << std::endl;
                         std::cerr << std::endl << "Result:" << std::endl;
@@ -6392,12 +7056,12 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
 
     if (vk_output_tensor > 0 && vk_output_tensor == check_counter) {
         std::cerr << "TENSOR CHECK: avg_err=" << avg_err << " in " << ggml_op_name(tensor->op) << " (check " << check_counter << ")" << std::endl;
-        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->backend: " << tensor->backend << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
+        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
         if (src0 != nullptr) {
-            std::cerr << "src0=" << src0 << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " backend=" << src0->backend << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
+            std::cerr << "src0=" << src0 << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
         }
         if (src1 != nullptr) {
-            std::cerr << "src1=" << src1 << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " backend=" << src1->backend << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
+            std::cerr << "src1=" << src1 << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
         }
         std::cerr << "First error: result=" << first_error_result << " correct=" << first_error_correct  << " i3=" << first_error[3] << " i2=" << first_error[2] << " i1=" << first_error[1] << " i0=" << first_error[0] << std::endl;
         std::cerr << std::endl << "Result:" << std::endl;
@@ -6416,12 +7080,12 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
 
     if (avg_err > 0.05 || std::isnan(avg_err)) {
         std::cerr << "ERROR: avg_err=" << avg_err << " in " << ggml_op_name(tensor->op) << " (check " << check_counter << ")" << std::endl;
-        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->backend: " << tensor->backend << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
+        std::cerr << "tensor=" << tensor << " tensor->name=" << tensor->name << " tensor->type: " << ggml_type_name(tensor->type) << " ne0=" << tensor->ne[0] << " nb0=" << tensor->nb[0] << " ne1=" << tensor->ne[1] << " nb1=" << tensor->nb[1] << " ne2=" << tensor->ne[2] << " nb2=" << tensor->nb[2] << " ne3=" << tensor->ne[3] << " nb3=" << tensor->nb[3] << " offset=" << tensor->view_offs << std::endl;
         if (src0 != nullptr) {
-            std::cerr << "src0=" << src0 << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " backend=" << src0->backend << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
+            std::cerr << "src0=" << src0 << " op=" << ggml_op_name(src0->op) << " type=" << ggml_type_name(src0->type) << " ne0=" << src0->ne[0] << " nb0=" << src0->nb[0] << " ne1=" << src0->ne[1] << " nb1=" << src0->nb[1] << " ne2=" << src0->ne[2] << " nb2=" << src0->nb[2] << " ne3=" << src0->ne[3] << " nb3=" << src0->nb[3] << " offset=" << src0->view_offs << std::endl;
         }
         if (src1 != nullptr) {
-            std::cerr << "src1=" << src1 << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " backend=" << src1->backend << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
+            std::cerr << "src1=" << src1 << " op=" << ggml_op_name(src1->op) << " type=" << ggml_type_name(src1->type) << " ne0=" << src1->ne[0] << " nb0=" << src1->nb[0] << " ne1=" << src1->ne[1] << " nb1=" << src1->nb[1] << " ne2=" << src1->ne[2] << " nb2=" << src1->nb[2] << " ne3=" << src1->ne[3] << " nb3=" << src1->nb[3] << " offset=" << src1->view_offs << std::endl;
         }
         std::cerr << "First error: result=" << first_error_result << " correct=" << first_error_correct  << " i3=" << first_error[3] << " i2=" << first_error[2] << " i1=" << first_error[1] << " i0=" << first_error[0] << std::endl;
         std::cerr << std::endl << "Result:" << std::endl;
@@ -6433,14 +7097,14 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
         ggml_vk_print_graph_origin(tensor, done);
         GGML_ASSERT(false);
     } else {
-        std::cerr << check_counter << " " << tensor->name << " op=" << ggml_op_name(tensor->op) << " backend=" << tensor->backend << " avg_err=" << avg_err << std::endl;
+        std::cerr << check_counter << " " << tensor->name << " op=" << ggml_op_name(tensor->op) << " avg_err=" << avg_err << std::endl;
     }
 
     free(comp_result);
     comp_result = nullptr;
     comp_size = 0;
 
-    if (tensor->backend == GGML_BACKEND_TYPE_GPU) {
+    if (ggml_backend_buffer_is_vk(tensor->buffer)) {
         free(tensor_data);
     }
 }
diff --git a/ggml.c b/ggml.c
index 093d38d00..76803639c 100644
--- a/ggml.c
+++ b/ggml.c
@@ -4,7 +4,6 @@
 #include "ggml-impl.h"
 #include "ggml-quants.h"
 #include "ggml.h"
-#include "sgemm.h"
 
 #if defined(_MSC_VER) || defined(__MINGW32__)
 #include <malloc.h> // using malloc.h with MSC/MINGW
@@ -37,6 +36,10 @@
 #undef GGML_USE_LLAMAFILE
 #endif
 
+#ifdef GGML_USE_LLAMAFILE
+#include "sgemm.h"
+#endif
+
 #if defined(_MSC_VER)
 // disable "possible loss of data" to avoid hundreds of casts
 // we should just be careful :)
@@ -57,6 +60,9 @@
 
 typedef volatile LONG atomic_int;
 typedef atomic_int atomic_bool;
+typedef atomic_int atomic_flag;
+
+#define ATOMIC_FLAG_INIT 0
 
 static void atomic_store(atomic_int * ptr, LONG val) {
     InterlockedExchange(ptr, val);
@@ -70,6 +76,12 @@ static LONG atomic_fetch_add(atomic_int * ptr, LONG inc) {
 static LONG atomic_fetch_sub(atomic_int * ptr, LONG dec) {
     return atomic_fetch_add(ptr, -(dec));
 }
+static atomic_bool atomic_flag_test_and_set(atomic_flag * ptr) {
+    return InterlockedExchange(ptr, 1);
+}
+static void atomic_flag_clear(atomic_flag * ptr) {
+    InterlockedExchange(ptr, 0);
+}
 
 typedef HANDLE pthread_t;
 
@@ -109,6 +121,8 @@ typedef void * thread_ret_t;
 
 #endif
 
+typedef pthread_t ggml_thread_t;
+
 #ifdef GGML_USE_CPU_HBM
 #include <hbwmalloc.h>
 #endif
@@ -160,9 +174,6 @@ void ggml_print_backtrace(void) {
 #define GGML_DEBUG 0
 #define GGML_GELU_FP16
 #define GGML_GELU_QUICK_FP16
-#define GGML_SILU_FP16
-// #define GGML_CROSS_ENTROPY_EXP_FP16
-// #define GGML_FLASH_ATTN_EXP_FP16
 
 #define GGML_SOFT_MAX_UNROLL 4
 #define GGML_VEC_DOT_UNROLL  2
@@ -313,12 +324,6 @@ static ggml_fp16_t ggml_table_gelu_f16[1 << 16];
 // precomputed quick gelu table for f16 (128 KB)
 static ggml_fp16_t ggml_table_gelu_quick_f16[1 << 16];
 
-// precomputed silu table for f16 (128 KB)
-static ggml_fp16_t ggml_table_silu_f16[1 << 16];
-
-// precomputed exp table for f16 (128 KB)
-static ggml_fp16_t ggml_table_exp_f16[1 << 16];
-
 // precomputed f32 table for f16 (256 KB) (ggml-impl.h)
 float ggml_table_f32_f16[1 << 16];
 
@@ -410,10 +415,10 @@ void ggml_fp32_to_bf16_row(const float * x, ggml_bf16_t * y, int64_t n) {
   int i = 0;
 #if defined(__AVX512BF16__)
   for (; i + 32 <= n; i += 32) {
-        _mm512_storeu_ps(
-            (__m512 *)(y + i),
-            (__m512)_mm512_cvtne2ps_pbh(_mm512_loadu_ps(x + i + 16),
-                                        _mm512_loadu_ps(x + i)));
+        _mm512_storeu_si512(
+            (__m512i *)(y + i),
+            m512i(_mm512_cvtne2ps_pbh(_mm512_loadu_ps(x + i + 16),
+                                _mm512_loadu_ps(x + i))));
   }
 #endif
     for (; i < n; i++) {
@@ -875,22 +880,14 @@ static const ggml_type_traits_t type_traits[GGML_TYPE_COUNT] = {
     },
     [GGML_TYPE_IQ4_XS] = {
         .type_name                = "iq4_xs",
-#if QK_K == 64
-        .blck_size                = QK4_NL,
-#else
         .blck_size                = QK_K,
-#endif
         .type_size                = sizeof(block_iq4_xs),
         .is_quantized             = true,
         .to_float                 = (ggml_to_float_t) dequantize_row_iq4_xs,
         .from_float               = quantize_row_iq4_xs,
         .from_float_reference     = (ggml_from_float_t)quantize_row_iq4_xs_reference,
         .vec_dot                  = ggml_vec_dot_iq4_xs_q8_K,
-#if QK_K == 64
-        .vec_dot_type             = GGML_TYPE_Q8_0,
-#else
         .vec_dot_type             = GGML_TYPE_Q8_K,
-#endif
         .nrows                    = 1,
     },
     [GGML_TYPE_Q8_K] = {
@@ -1303,6 +1300,8 @@ static inline void __avx_f32cx8_store(ggml_fp16_t *x, __m256 y) {
 #define GGML_F16_VEC_ZERO   GGML_F32x4_ZERO
 #define GGML_F16_VEC_SET1   GGML_F32x4_SET1
 #define GGML_F16_VEC_FMA    GGML_F32x4_FMA
+#define GGML_F16_VEC_ADD    GGML_F32x4_ADD
+#define GGML_F16_VEC_MUL    GGML_F32x4_MUL
 #define GGML_F16_VEC_REDUCE GGML_F32x4_REDUCE
 // Use vec_xl, not vec_ld, in case the load address is not aligned.
 #define GGML_F16_VEC_LOAD(p, i) (i & 0x1) ?                   \
@@ -1525,6 +1524,195 @@ static inline void __sse_f16x4_store(ggml_fp16_t *x, __m128 y) {
 #define GGML_F16_VEC_MUL             GGML_F32Cx4_MUL
 #define GGML_F16_VEC_REDUCE          GGML_F32Cx4_REDUCE
 
+#elif defined(__loongarch_asx)
+
+#define GGML_SIMD
+
+// F32 LASX
+#define GGML_F32_STEP 32
+#define GGML_F32_EPR  8
+
+#define GGML_F32x8         __m256
+#define GGML_F32x8_ZERO    (__m256)__lasx_xvldi(0)
+#define GGML_F32x8_SET1(x) (__m256)__lasx_xvreplfr2vr_s((x))
+#define GGML_F32x8_LOAD(x) (__m256)__lasx_xvld((x), 0)
+#define GGML_F32x8_STORE(x,y)   __lasx_xvst((y), (x), 0)
+#define GGML_F32x8_FMA(a, b, c) __lasx_xvfmadd_s(b, c, a)
+#define GGML_F32x8_ADD     __lasx_xvfadd_s
+#define GGML_F32x8_MUL     __lasx_xvfmul_s
+#define GGML_F32x8_REDUCE(res, x)                                 \
+do {                                                              \
+    int offset = GGML_F32_ARR >> 1;                               \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lasx_xvfadd_s(x[i], x[offset+i]);                  \
+    }                                                             \
+    offset >>= 1;                                                 \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lasx_xvfadd_s(x[i], x[offset+i]);                  \
+    }                                                             \
+    offset >>= 1;                                                 \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lasx_xvfadd_s(x[i], x[offset+i]);                  \
+    }                                                             \
+    float *tmp_p = (float *)&x[0]; \
+    res = tmp_p[0] + tmp_p[1] + tmp_p[2] + tmp_p[3] + tmp_p[4] + tmp_p[5] + tmp_p[6] + tmp_p[7];  \
+} while (0)
+// TODO: is this optimal ?
+
+#define GGML_F32_VEC        GGML_F32x8
+#define GGML_F32_VEC_ZERO   GGML_F32x8_ZERO
+#define GGML_F32_VEC_SET1   GGML_F32x8_SET1
+#define GGML_F32_VEC_LOAD   GGML_F32x8_LOAD
+#define GGML_F32_VEC_STORE  GGML_F32x8_STORE
+#define GGML_F32_VEC_FMA    GGML_F32x8_FMA
+#define GGML_F32_VEC_ADD    GGML_F32x8_ADD
+#define GGML_F32_VEC_MUL    GGML_F32x8_MUL
+#define GGML_F32_VEC_REDUCE GGML_F32x8_REDUCE
+
+// F16 LASX
+
+#define GGML_F16_STEP 32
+#define GGML_F16_EPR  8
+
+// F16 arithmetic is not supported by AVX, so we use F32 instead
+
+#define GGML_F32Cx8             __m256
+#define GGML_F32Cx8_ZERO    (__m256)__lasx_xvldi(0)
+#define GGML_F32Cx8_SET1(x) (__m256)__lasx_xvreplgr2vr_w((x))
+
+static inline __m256 __lasx_f32cx8_load(const ggml_fp16_t *x) {
+    float tmp[8];
+
+    for (int i = 0; i < 8; i++) {
+        tmp[i] = GGML_FP16_TO_FP32(x[i]);
+    }
+
+    return (__m256)__lasx_xvld(tmp, 0);
+}
+static inline void __lasx_f32cx8_store(ggml_fp16_t *x, __m256 y) {
+    float arr[8];
+
+    __lasx_xvst(y, arr, 0);
+
+    for (int i = 0; i < 8; i++)
+        x[i] = GGML_FP32_TO_FP16(arr[i]);
+}
+#define GGML_F32Cx8_LOAD(x)     __lasx_f32cx8_load(x)
+#define GGML_F32Cx8_STORE(x, y) __lasx_f32cx8_store(x, y)
+
+#define GGML_F32Cx8_FMA         GGML_F32x8_FMA
+#define GGML_F32Cx8_ADD         __lasx_xvfadd_s
+#define GGML_F32Cx8_MUL         __lasx_xvfmul_s
+#define GGML_F32Cx8_REDUCE      GGML_F32x8_REDUCE
+
+#define GGML_F16_VEC                GGML_F32Cx8
+#define GGML_F16_VEC_ZERO           GGML_F32Cx8_ZERO
+#define GGML_F16_VEC_SET1           GGML_F32Cx8_SET1
+#define GGML_F16_VEC_LOAD(p, i)     GGML_F32Cx8_LOAD(p)
+#define GGML_F16_VEC_STORE(p, r, i) GGML_F32Cx8_STORE(p, r[i])
+#define GGML_F16_VEC_FMA            GGML_F32Cx8_FMA
+#define GGML_F16_VEC_ADD            GGML_F32Cx8_ADD
+#define GGML_F16_VEC_MUL            GGML_F32Cx8_MUL
+#define GGML_F16_VEC_REDUCE         GGML_F32Cx8_REDUCE
+
+#elif defined(__loongarch_sx)
+
+#define GGML_SIMD
+
+// F32 LSX
+
+#define GGML_F32_STEP 32
+#define GGML_F32_EPR  4
+
+#define GGML_F32x4         __m128
+#define GGML_F32x4_ZERO    __lsx_vldi(0)
+#define GGML_F32x4_SET1(x) __lsx_vinsgr2vr_w(__lsx_vldi(0),(x), 0)
+#define GGML_F32x4_LOAD(x) __lsx_vld((x), 0)
+#define GGML_F32x4_STORE((x),(y))   __lsx_vst((y), (x), 0)
+#define GGML_F32x4_FMA(a, b, c) __lsx_vfmadd_s(b, c, a)
+#define GGML_F32x4_ADD     __lsx_vfadd_s
+#define GGML_F32x4_MUL     __lsx_vfmul_s
+#define GGML_F32x4_REDUCE(res, x)                                 \
+{                                                                 \
+    int offset = GGML_F32_ARR >> 1;                               \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lsx_vfadd_s(x[i], x[offset+i]);                     \
+    }                                                             \
+    offset >>= 1;                                                 \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lsx_vfadd_s(x[i], x[offset+i]);                     \
+    }                                                             \
+    offset >>= 1;                                                 \
+    for (int i = 0; i < offset; ++i) {                            \
+        x[i] = __lsx_vfadd_s(x[i], x[offset+i]);                     \
+    }                                                             \
+    __m128i tmp = __lsx_vsrli_d((__m128i)x[0], 32); \
+    tmp = (__m128i)__lsx_vfadd_s((__m128)tmp, x[0]); \
+    tmp = __lsx_vpickev_w(__lsx_vldi(0), tmp); \
+    const __m128 t0 = __lsx_vshuf4i_w(tmp, 0x88); \
+    tmp = __lsx_vsrli_d((__m128i)t0, 32); \
+    tmp = (__m128i)__lsx_vfadd_s((__m128)tmp, t0); \
+    tmp = __lsx_vpickev_w(__lsx_vldi(0), tmp); \
+    res = (ggml_float) __lsx_vpickve2gr_w(__lsx_vshuf4i_w(tmp, 0x88), 0);        \
+}
+
+#define GGML_F32_VEC        GGML_F32x4
+#define GGML_F32_VEC_ZERO   GGML_F32x4_ZERO
+#define GGML_F32_VEC_SET1   GGML_F32x4_SET1
+#define GGML_F32_VEC_LOAD   GGML_F32x4_LOAD
+#define GGML_F32_VEC_STORE  GGML_F32x4_STORE
+#define GGML_F32_VEC_FMA    GGML_F32x4_FMA
+#define GGML_F32_VEC_ADD    GGML_F32x4_ADD
+#define GGML_F32_VEC_MUL    GGML_F32x4_MUL
+#define GGML_F32_VEC_REDUCE GGML_F32x4_REDUCE
+
+// F16 LSX
+
+#define GGML_F16_STEP 32
+#define GGML_F16_EPR  4
+
+static inline __m128 __lsx_f16x4_load(ggml_fp16_t *x) {
+    float tmp[4];
+
+    tmp[0] = GGML_FP16_TO_FP32(x[0]);
+    tmp[1] = GGML_FP16_TO_FP32(x[1]);
+    tmp[2] = GGML_FP16_TO_FP32(x[2]);
+    tmp[3] = GGML_FP16_TO_FP32(x[3]);
+
+    return __lsx_vld(tmp, 0);
+}
+
+static inline void __lsx_f16x4_store(ggml_fp16_t *x, __m128 y) {
+    float arr[4];
+
+    __lsx_vst(y, arr, 0);
+
+    x[0] = GGML_FP32_TO_FP16(arr[0]);
+    x[1] = GGML_FP32_TO_FP16(arr[1]);
+    x[2] = GGML_FP32_TO_FP16(arr[2]);
+    x[3] = GGML_FP32_TO_FP16(arr[3]);
+}
+
+#define GGML_F32Cx4             __m128
+#define GGML_F32Cx4_ZERO        __lsx_vldi(0)
+#define GGML_F32Cx4_SET1(x)     __lsx_vinsgr2vr_w(__lsx_vldi(0),(x), 0)
+#define GGML_F32Cx4_LOAD(x)     __lsx_f16x4_load(x)
+#define GGML_F32Cx4_STORE(x, y) __lsx_f16x4_store(x, y)
+#define GGML_F32Cx4_FMA         GGML_F32x4_FMA
+#define GGML_F32Cx4_ADD         __lsx_vfadd_s
+#define GGML_F32Cx4_MUL         __lsx_vfmul_s
+#define GGML_F32Cx4_REDUCE      GGML_F32x4_REDUCE
+
+#define GGML_F16_VEC                 GGML_F32Cx4
+#define GGML_F16_VEC_ZERO            GGML_F32Cx4_ZERO
+#define GGML_F16_VEC_SET1            GGML_F32Cx4_SET1
+#define GGML_F16_VEC_LOAD(p, i)      GGML_F32Cx4_LOAD(p)
+#define GGML_F16_VEC_STORE(p, r, i)  GGML_F32Cx4_STORE(p, r[i])
+#define GGML_F16_VEC_FMA             GGML_F32Cx4_FMA
+#define GGML_F16_VEC_ADD             GGML_F32Cx4_ADD
+#define GGML_F16_VEC_MUL             GGML_F32Cx4_MUL
+#define GGML_F16_VEC_REDUCE          GGML_F32Cx4_REDUCE
+
 #endif
 
 // GGML_F32_ARR / GGML_F16_ARR
@@ -1534,6 +1722,59 @@ static inline void __sse_f16x4_store(ggml_fp16_t *x, __m128 y) {
 #define GGML_F16_ARR (GGML_F16_STEP/GGML_F16_EPR)
 #endif
 
+//
+// ggml context
+//
+
+struct ggml_context {
+    size_t mem_size;
+    void* mem_buffer;
+    bool   mem_buffer_owned;
+    bool   no_alloc;
+    bool   no_alloc_save; // this is used to save the no_alloc state when using scratch buffers
+
+    int    n_objects;
+
+    struct ggml_object* objects_begin;
+    struct ggml_object* objects_end;
+
+    struct ggml_scratch scratch;
+    struct ggml_scratch scratch_save;
+};
+
+struct ggml_context_container {
+    bool used;
+
+    struct ggml_context context;
+};
+
+struct ggml_compute_state_shared {
+    const struct ggml_cgraph* cgraph;
+    const struct ggml_cplan* cplan;
+
+    int64_t perf_node_start_cycles;
+    int64_t perf_node_start_time_us;
+
+    const int n_threads;
+
+    // synchronization primitives
+    atomic_int n_active;  // num active threads
+    atomic_int node_n;    // active graph node
+    atomic_int node_task; // active graph node task phase
+
+    ggml_abort_callback abort_callback; // abort ggml_graph_compute when true
+    void* abort_callback_data;
+
+    atomic_int current_chunk; // currently processing chunk during Mat_Mul, shared between all the threads.
+};
+
+struct ggml_compute_state {
+    ggml_thread_t thrd;
+    int ith;
+    struct ggml_compute_state_shared* shared;
+    enum ggml_status ec;
+};
+
 //
 // fundamental operations
 //
@@ -1615,10 +1856,10 @@ static void ggml_vec_dot_bf16(int n, float * restrict s, size_t bs, ggml_bf16_t
     __m512 c1 = _mm512_setzero_ps();
     __m512 c2 = _mm512_setzero_ps();
     for (; i + 64 <= n; i += 64) {
-        c1 = _mm512_dpbf16_ps(c1, (__m512bh)_mm512_loadu_ps((const float *)(x + i)),
-                              (__m512bh)_mm512_loadu_ps((const float *)(y + i)));
-        c2 = _mm512_dpbf16_ps(c2, (__m512bh)_mm512_loadu_ps((const float *)(x + i + 32)),
-                              (__m512bh)_mm512_loadu_ps((const float *)(y + i + 32)));
+        c1 = _mm512_dpbf16_ps(c1, m512bh(_mm512_loadu_si512((x + i))),
+                             m512bh(_mm512_loadu_si512((y + i))));
+        c2 = _mm512_dpbf16_ps(c2, m512bh(_mm512_loadu_si512((x + i + 32))),
+                             m512bh(_mm512_loadu_si512((y + i + 32))));
     }
     sumf += (ggml_float)_mm512_reduce_add_ps(c1);
     sumf += (ggml_float)_mm512_reduce_add_ps(c2);
@@ -1949,6 +2190,7 @@ inline static void ggml_vec_tanh_f32 (const int n, float * y, const float * x) {
 inline static void ggml_vec_elu_f32  (const int n, float * y, const float * x) { for (int i = 0; i < n; ++i) y[i] = (x[i] > 0.f) ? x[i] : expf(x[i])-1; }
 inline static void ggml_vec_relu_f32 (const int n, float * y, const float * x) { for (int i = 0; i < n; ++i) y[i] = (x[i] > 0.f) ? x[i] : 0.f; }
 inline static void ggml_vec_leaky_relu_f32 (const int n, float * y, const float * x, const float ns) { for (int i = 0; i < n; ++i) y[i] = ((x[i] > 0.f) ? x[i] : 0.f) + ns * ((x[i] < 0.0f) ? x[i] : 0.f); }
+inline static void ggml_vec_sigmoid_f32 (const int n, float * y, const float * x) { for (int i = 0; i < n; ++i) y[i] = 1.f / (1.f + expf(-x[i])); }
 // TODO: optimize performance
 inline static void ggml_vec_hardswish_f32 (const int n, float * y, const float * x) { for (int i = 0; i < n; ++i) y[i] = x[i] * fminf(1.0f, fmaxf(0.0f, (x[i] + 3.0f) / 6.0f)); }
 inline static void ggml_vec_hardsigmoid_f32 (const int n, float * y, const float * x) { for (int i = 0; i < n; ++i) y[i] = fminf(1.0f, fmaxf(0.0f, (x[i] + 3.0f) / 6.0f)); }
@@ -2024,52 +2266,286 @@ inline static float ggml_silu_f32(float x) {
     return x/(1.0f + expf(-x));
 }
 
-//inline static void ggml_vec_silu_f16(const int n, ggml_fp16_t * y, const ggml_fp16_t * x) {
-//    const uint16_t * i16 = (const uint16_t *) x;
-//    for (int i = 0; i < n; ++i) {
-//        y[i] = ggml_table_silu_f16[i16[i]];
-//    }
-//}
+#if defined(__ARM_NEON) && defined(__aarch64__)
 
-#ifdef GGML_SILU_FP16
-inline static void ggml_vec_silu_f32(const int n, float * y, const float * x) {
-    uint16_t t;
-    for (int i = 0; i < n; ++i) {
-        ggml_fp16_t fp16 = GGML_FP32_TO_FP16(x[i]);
-        memcpy(&t, &fp16, sizeof(uint16_t));
-        y[i] = GGML_FP16_TO_FP32(ggml_table_silu_f16[t]);
-    }
+// adapted from arm limited optimized routine
+// the maximum error is 1.45358 plus 0.5 ulps
+// numbers above 88.38 will flush to infinity
+// numbers beneath -103.97 will flush to zero
+inline static float32x4_t ggml_v_expf(float32x4_t x) {
+    const float32x4_t r = vdupq_n_f32(0x1.8p23f);
+    const float32x4_t z = vfmaq_f32(r, x, vdupq_n_f32(0x1.715476p+0f));
+    const float32x4_t n = vsubq_f32(z, r);
+    const float32x4_t b = vfmsq_f32(vfmsq_f32(x, n, vdupq_n_f32(0x1.62e4p-1f)), n,
+                                    vdupq_n_f32(0x1.7f7d1cp-20f));
+    const uint32x4_t e = vshlq_n_u32(vreinterpretq_u32_f32(z), 23);
+    const float32x4_t k = vreinterpretq_f32_u32(vaddq_u32(e, vreinterpretq_u32_f32(vdupq_n_f32(1))));
+    const uint32x4_t c = vcagtq_f32(n, vdupq_n_f32(126));
+    const float32x4_t u = vmulq_f32(b, b);
+    const float32x4_t j = vfmaq_f32(
+        vmulq_f32(vdupq_n_f32(0x1.ffffecp-1f), b),
+        vfmaq_f32(vfmaq_f32(vdupq_n_f32(0x1.fffdb6p-2f), vdupq_n_f32(0x1.555e66p-3f), b),
+                  vfmaq_f32(vdupq_n_f32(0x1.573e2ep-5f), vdupq_n_f32(0x1.0e4020p-7f), b), u), u);
+    if (!vpaddd_u64(vreinterpretq_u64_u32(c)))
+        return vfmaq_f32(k, j, k);
+    const uint32x4_t d = vandq_u32(vclezq_f32(n), vdupq_n_u32(0x82000000));
+    const float32x4_t s1 = vreinterpretq_f32_u32(vaddq_u32(d, vdupq_n_u32(0x7f000000)));
+    const float32x4_t s2 = vreinterpretq_f32_u32(vsubq_u32(e, d));
+    return vbslq_f32(vcagtq_f32(n, vdupq_n_f32(192)), vmulq_f32(s1, s1),
+                     vbslq_f32(c, vmulq_f32(vfmaq_f32(s2, s2, j), s1), vfmaq_f32(k, k, j)));
 }
+
+// computes silu x/(1+exp(-x)) in single precision vector
+inline static float32x4_t ggml_v_silu(float32x4_t x) {
+    const float32x4_t one = vdupq_n_f32(1.0f);
+    const float32x4_t zero = vdupq_n_f32(0.0f);
+    const float32x4_t neg_x = vsubq_f32(zero, x);
+    const float32x4_t exp_neg_x = ggml_v_expf(neg_x);
+    const float32x4_t one_plus_exp_neg_x = vaddq_f32(one, exp_neg_x);
+    return vdivq_f32(x, one_plus_exp_neg_x);
+}
+
+#elif defined(__AVX512F__) && defined(__AVX512DQ__)
+
+// adapted from arm limited optimized routine
+// the maximum error is 1.45358 plus 0.5 ulps
+// numbers above 88.38 will flush to infinity
+// numbers beneath -103.97 will flush to zero
+inline static __m512 ggml_v_expf(__m512 x) {
+  const __m512 r = _mm512_set1_ps(0x1.8p23f);
+  const __m512 z = _mm512_fmadd_ps(x, _mm512_set1_ps(0x1.715476p+0f), r);
+  const __m512 n = _mm512_sub_ps(z, r);
+  const __m512 b =
+      _mm512_fnmadd_ps(n, _mm512_set1_ps(0x1.7f7d1cp-20f),
+                       _mm512_fnmadd_ps(n, _mm512_set1_ps(0x1.62e4p-1f), x));
+  const __mmask16 d =
+      _mm512_cmp_ps_mask(_mm512_abs_ps(n), _mm512_set1_ps(192), _CMP_GT_OQ);
+  const __m512 u = _mm512_mul_ps(b, b);
+  const __m512 j = _mm512_fmadd_ps(
+      _mm512_fmadd_ps(_mm512_fmadd_ps(_mm512_set1_ps(0x1.0e4020p-7f), b,
+                                      _mm512_set1_ps(0x1.573e2ep-5f)),
+                      u,
+                      _mm512_fmadd_ps(_mm512_set1_ps(0x1.555e66p-3f), b,
+                                      _mm512_set1_ps(0x1.fffdb6p-2f))),
+      u,
+      _mm512_fmadd_ps(_mm512_set1_ps(0x1.ffffecp-1f), b, _mm512_set1_ps(1.0F)));
+  const __m512 res = _mm512_scalef_ps(j, n);
+  if (_mm512_kortestz(d, d))
+    return res;
+  const __m512 zero = _mm512_setzero_ps();
+  const __m512 alt = _mm512_mask_blend_ps(
+      _mm512_cmp_ps_mask(n, zero, _CMP_LE_OQ), _mm512_set1_ps(INFINITY), zero);
+  return _mm512_mask_blend_ps(d, res, alt);
+}
+
+// computes silu x/(1+exp(-x)) in single precision vector
+inline static __m512 ggml_v_silu(__m512 x) {
+    const __m512 one = _mm512_set1_ps(1);
+    const __m512 zero = _mm512_setzero_ps();
+    const __m512 neg_x = _mm512_sub_ps(zero, x);
+    const __m512 exp_neg_x = ggml_v_expf(neg_x);
+    const __m512 one_plus_exp_neg_x = _mm512_add_ps(one, exp_neg_x);
+    return _mm512_div_ps(x, one_plus_exp_neg_x);
+}
+
+#elif defined(__AVX2__) && defined(__FMA__)
+
+// adapted from arm limited optimized routine
+// the maximum error is 1.45358 plus 0.5 ulps
+// numbers above 88.38 will flush to infinity
+// numbers beneath -103.97 will flush to zero
+inline static __m256 ggml_v_expf(__m256 x) {
+  const __m256 r = _mm256_set1_ps(0x1.8p23f);
+  const __m256 z = _mm256_fmadd_ps(x, _mm256_set1_ps(0x1.715476p+0f), r);
+  const __m256 n = _mm256_sub_ps(z, r);
+  const __m256 b = _mm256_fnmadd_ps(n, _mm256_set1_ps(0x1.7f7d1cp-20f),
+                                    _mm256_fnmadd_ps(n, _mm256_set1_ps(0x1.62e4p-1f), x));
+  const __m256i e = _mm256_slli_epi32(_mm256_castps_si256(z), 23);
+  const __m256 k = _mm256_castsi256_ps(
+      _mm256_add_epi32(e, _mm256_castps_si256(_mm256_set1_ps(1))));
+  const __m256i c = _mm256_castps_si256(
+      _mm256_cmp_ps(_mm256_andnot_ps(_mm256_set1_ps(-0.f), n),
+                    _mm256_set1_ps(126), _CMP_GT_OQ));
+  const __m256 u = _mm256_mul_ps(b, b);
+  const __m256 j = _mm256_fmadd_ps(_mm256_fmadd_ps(_mm256_fmadd_ps(_mm256_set1_ps(0x1.0e4020p-7f), b,
+                                                                   _mm256_set1_ps(0x1.573e2ep-5f)), u,
+                                                   _mm256_fmadd_ps(_mm256_set1_ps(0x1.555e66p-3f), b,
+                                                                   _mm256_set1_ps(0x1.fffdb6p-2f))),
+                                   u, _mm256_mul_ps(_mm256_set1_ps(0x1.ffffecp-1f), b));
+  if (!_mm256_movemask_ps(_mm256_castsi256_ps(c)))
+    return _mm256_fmadd_ps(j, k, k);
+  const __m256i g = _mm256_and_si256(
+      _mm256_castps_si256(_mm256_cmp_ps(n, _mm256_setzero_ps(), _CMP_LE_OQ)),
+      _mm256_set1_epi32(0x82000000u));
+  const __m256 s1 =
+      _mm256_castsi256_ps(_mm256_add_epi32(g, _mm256_set1_epi32(0x7f000000u)));
+  const __m256 s2 = _mm256_castsi256_ps(_mm256_sub_epi32(e, g));
+  const __m256i d = _mm256_castps_si256(
+      _mm256_cmp_ps(_mm256_andnot_ps(_mm256_set1_ps(-0.f), n),
+                    _mm256_set1_ps(192), _CMP_GT_OQ));
+  return _mm256_or_ps(
+      _mm256_and_ps(_mm256_castsi256_ps(d), _mm256_mul_ps(s1, s1)),
+      _mm256_andnot_ps(
+          _mm256_castsi256_ps(d),
+          _mm256_or_ps(
+              _mm256_and_ps(_mm256_castsi256_ps(c),
+                            _mm256_mul_ps(_mm256_fmadd_ps(s2, j, s2), s1)),
+              _mm256_andnot_ps(_mm256_castsi256_ps(c), _mm256_fmadd_ps(k, j, k)))));
+}
+
+// computes silu x/(1+exp(-x)) in single precision vector
+inline static __m256 ggml_v_silu(__m256 x) {
+    const __m256 one = _mm256_set1_ps(1);
+    const __m256 zero = _mm256_setzero_ps();
+    const __m256 neg_x = _mm256_sub_ps(zero, x);
+    const __m256 exp_neg_x = ggml_v_expf(neg_x);
+    const __m256 one_plus_exp_neg_x = _mm256_add_ps(one, exp_neg_x);
+    return _mm256_div_ps(x, one_plus_exp_neg_x);
+}
+
+#elif defined(__SSE2__) // __AVX2__ / __ARM_NEON
+
+#if defined(__FMA__)
+#define MADD128(x, y, z) _mm_fmadd_ps(x, y, z)
+#define NMADD128(x, y, z) _mm_fnmadd_ps(x, y, z)
 #else
-inline static void ggml_vec_silu_f32(const int n, float * y, const float * x) {
-    for (int i = 0; i < n; ++i) {
+#define MADD128(x, y, z) _mm_add_ps(_mm_mul_ps(x, y), z)
+#define NMADD128(x, y, z) _mm_sub_ps(z, _mm_mul_ps(x, y))
+#endif
+
+// adapted from arm limited optimized routine
+// the maximum error is 1.45358 plus 0.5 ulps
+// numbers above 88.38 will flush to infinity
+// numbers beneath -103.97 will flush to zero
+inline static __m128 ggml_v_expf(__m128 x) {
+    const __m128 r = _mm_set1_ps(0x1.8p23f);
+    const __m128 z = MADD128(x, _mm_set1_ps(0x1.715476p+0f), r);
+    const __m128 n = _mm_sub_ps(z, r);
+    const __m128 b =
+        NMADD128(n, _mm_set1_ps(0x1.7f7d1cp-20f), NMADD128(n, _mm_set1_ps(0x1.62e4p-1f), x));
+    const __m128i e = _mm_slli_epi32(_mm_castps_si128(z), 23);
+    const __m128 k = _mm_castsi128_ps(_mm_add_epi32(e, _mm_castps_si128(_mm_set1_ps(1))));
+    const __m128i c =
+        _mm_castps_si128(_mm_cmpgt_ps(_mm_andnot_ps(_mm_set1_ps(-0.f), n), _mm_set1_ps(126)));
+    const __m128 u = _mm_mul_ps(b, b);
+    const __m128 j =
+        MADD128(MADD128(MADD128(_mm_set1_ps(0x1.0e4020p-7f), b, _mm_set1_ps(0x1.573e2ep-5f)), u,
+                        MADD128(_mm_set1_ps(0x1.555e66p-3f), b, _mm_set1_ps(0x1.fffdb6p-2f))),
+                u, _mm_mul_ps(_mm_set1_ps(0x1.ffffecp-1f), b));
+    if (!_mm_movemask_epi8(c))
+        return MADD128(j, k, k);
+    const __m128i g = _mm_and_si128(_mm_castps_si128(_mm_cmple_ps(n, _mm_setzero_ps())),
+                                    _mm_set1_epi32(0x82000000u));
+    const __m128 s1 = _mm_castsi128_ps(_mm_add_epi32(g, _mm_set1_epi32(0x7f000000u)));
+    const __m128 s2 = _mm_castsi128_ps(_mm_sub_epi32(e, g));
+    const __m128i d =
+        _mm_castps_si128(_mm_cmpgt_ps(_mm_andnot_ps(_mm_set1_ps(-0.f), n), _mm_set1_ps(192)));
+    return _mm_or_ps(
+        _mm_and_ps(_mm_castsi128_ps(d), _mm_mul_ps(s1, s1)),
+        _mm_andnot_ps(_mm_castsi128_ps(d),
+                      _mm_or_ps(_mm_and_ps(_mm_castsi128_ps(c), _mm_mul_ps(MADD128(s2, j, s2), s1)),
+                                _mm_andnot_ps(_mm_castsi128_ps(c), MADD128(k, j, k)))));
+}
+
+// computes silu x/(1+exp(-x)) in single precision vector
+inline static __m128 ggml_v_silu(__m128 x) {
+    const __m128 one = _mm_set1_ps(1);
+    const __m128 zero = _mm_setzero_ps();
+    const __m128 neg_x = _mm_sub_ps(zero, x);
+    const __m128 exp_neg_x = ggml_v_expf(neg_x);
+    const __m128 one_plus_exp_neg_x = _mm_add_ps(one, exp_neg_x);
+    return _mm_div_ps(x, one_plus_exp_neg_x);
+}
+
+#endif // __ARM_NEON / __AVX2__ / __SSE2__
+
+static void ggml_vec_silu_f32(const int n, float * y, const float * x) {
+    int i = 0;
+#if defined(__AVX512F__) && defined(__AVX512DQ__)
+    for (; i + 15 < n; i += 16) {
+        _mm512_storeu_ps(y + i, ggml_v_silu(_mm512_loadu_ps(x + i)));
+    }
+#elif defined(__AVX2__) && defined(__FMA__)
+    for (; i + 7 < n; i += 8) {
+        _mm256_storeu_ps(y + i, ggml_v_silu(_mm256_loadu_ps(x + i)));
+    }
+#elif defined(__SSE2__)
+    for (; i + 3 < n; i += 4) {
+        _mm_storeu_ps(y + i, ggml_v_silu(_mm_loadu_ps(x + i)));
+    }
+#elif defined(__ARM_NEON) && defined(__aarch64__)
+    for (; i + 3 < n; i += 4) {
+        vst1q_f32(y + i, ggml_v_silu(vld1q_f32(x + i)));
+    }
+#endif
+    for (; i < n; ++i) {
         y[i] = ggml_silu_f32(x[i]);
     }
 }
+
+static ggml_float ggml_vec_soft_max_f32(const int n, float * y, const float * x, float max) {
+    int i = 0;
+    ggml_float sum = 0;
+#if defined(__AVX512F__) && defined(__AVX512DQ__)
+    for (; i + 15 < n; i += 16) {
+        __m512 val = ggml_v_expf(_mm512_sub_ps(_mm512_loadu_ps(x + i),
+                                               _mm512_set1_ps(max)));
+        _mm512_storeu_ps(y + i, val);
+        sum += (ggml_float)_mm512_reduce_add_ps(val);
+    }
+#elif defined(__AVX2__) && defined(__FMA__)
+    for (; i + 7 < n; i += 8) {
+        __m256 val = ggml_v_expf(_mm256_sub_ps(_mm256_loadu_ps(x + i),
+                                               _mm256_set1_ps(max)));
+        _mm256_storeu_ps(y + i, val);
+        __m128 val2 = _mm_add_ps(_mm256_extractf128_ps(val, 1),
+                                 _mm256_castps256_ps128(val));
+        val2 = _mm_add_ps(val2, _mm_movehl_ps(val2, val2));
+        val2 = _mm_add_ss(val2, _mm_movehdup_ps(val2));
+        sum += (ggml_float)_mm_cvtss_f32(val2);
+    }
+#elif defined(__SSE2__)
+    for (; i + 3 < n; i += 4) {
+        __m128 val = ggml_v_expf(_mm_sub_ps(_mm_loadu_ps(x + i),
+                                            _mm_set1_ps(max)));
+        _mm_storeu_ps(y + i, val);
+#if defined(__AVX__) || defined(__AVX2__) || defined(__AVX512F__)
+        val = _mm_add_ps(val, _mm_movehl_ps(val, val));
+        val = _mm_add_ss(val, _mm_movehdup_ps(val));
+#else
+        __m128 tmp = _mm_shuffle_ps(val, val, _MM_SHUFFLE(2, 3, 0, 1));
+        val = _mm_add_ps(val, tmp);
+        tmp = _mm_movehl_ps(tmp, val);
+        val = _mm_add_ss(val, tmp);
 #endif
+        sum += (ggml_float)_mm_cvtss_f32(val);
+    }
+#elif defined(__ARM_NEON) && defined(__aarch64__)
+    for (; i + 3 < n; i += 4) {
+        float32x4_t val = ggml_v_expf(vsubq_f32(vld1q_f32(x + i),
+                                                vdupq_n_f32(max)));
+        vst1q_f32(y + i, val);
+        sum += (ggml_float)vaddvq_f32(val);
+    }
+#endif
+    for (; i < n; ++i) {
+        float val = expf(x[i] - max);
+        sum += (ggml_float)val;
+        y[i] = val;
+    }
+    return sum;
+}
 
 inline static float ggml_silu_backward_f32(float x, float dy) {
     const float s = 1.0f/(1.0f + expf(-x));
     return dy*s*(1.0f + x*(1.0f - s));
 }
 
-#ifdef GGML_SILU_FP16
-inline static void ggml_vec_silu_backward_f32(const int n, float * dx, const float * x, const float * dy) {
-    for (int i = 0; i < n; ++i) {
-        // we did not use x[i] to compute forward silu but its f16 equivalent
-        // take derivative at f16 of x[i]:
-        ggml_fp16_t fp16 = GGML_FP32_TO_FP16(x[i]);
-        float usedx = GGML_FP16_TO_FP32(fp16);
-        dx[i] = ggml_silu_backward_f32(usedx, dy[i]);
-    }
-}
-#else
 inline static void ggml_vec_silu_backward_f32(const int n, float * dx, const float * x, const float * dy) {
     for (int i = 0; i < n; ++i) {
         dx[i] = ggml_silu_backward_f32(x[i], dy[i]);
     }
 }
-#endif
 
 inline static void ggml_vec_sum_f32(const int n, float * s, const float * x) {
 #ifndef GGML_USE_ACCELERATE
@@ -2185,7 +2661,6 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = {
     "SOFT_MAX_BACK",
     "ROPE",
     "ROPE_BACK",
-    "ALIBI",
     "CLAMP",
     "CONV_TRANSPOSE_1D",
     "IM2COL",
@@ -2199,9 +2674,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = {
     "ARGSORT",
     "LEAKY_RELU",
 
-    "FLASH_ATTN",
     "FLASH_ATTN_EXT",
-    "FLASH_FF",
     "FLASH_ATTN_BACK",
     "SSM_CONV",
     "SSM_SCAN",
@@ -2227,7 +2700,7 @@ static const char * GGML_OP_NAME[GGML_OP_COUNT] = {
     "CROSS_ENTROPY_LOSS_BACK",
 };
 
-static_assert(GGML_OP_COUNT == 77, "GGML_OP_COUNT != 77");
+static_assert(GGML_OP_COUNT == 74, "GGML_OP_COUNT != 74");
 
 static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = {
     "none",
@@ -2276,7 +2749,6 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = {
     "soft_max_back(x)",
     "rope(x)",
     "rope_back(x)",
-    "alibi(x)",
     "clamp(x)",
     "conv_transpose_1d(x)",
     "im2col(x)",
@@ -2290,9 +2762,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = {
     "argsort(x)",
     "leaky_relu(x)",
 
-    "flash_attn(x)",
     "flash_attn_ext(x)",
-    "flash_ff(x)",
     "flash_attn_back(x)",
     "ssm_conv(x)",
     "ssm_scan(x)",
@@ -2318,7 +2788,7 @@ static const char * GGML_OP_SYMBOL[GGML_OP_COUNT] = {
     "cross_entropy_loss_back(x,y)",
 };
 
-static_assert(GGML_OP_COUNT == 77, "GGML_OP_COUNT != 77");
+static_assert(GGML_OP_COUNT == 74, "GGML_OP_COUNT != 74");
 
 static_assert(GGML_OP_POOL_COUNT == 2, "GGML_OP_POOL_COUNT != 2");
 
@@ -2331,6 +2801,7 @@ static const char * GGML_UNARY_OP_NAME[GGML_UNARY_OP_COUNT] = {
     "TANH",
     "ELU",
     "RELU",
+    "SIGMOID",
     "GELU",
     "GELU_QUICK",
     "SILU",
@@ -2338,7 +2809,7 @@ static const char * GGML_UNARY_OP_NAME[GGML_UNARY_OP_COUNT] = {
     "HARDSIGMOID",
 };
 
-static_assert(GGML_UNARY_OP_COUNT == 12, "GGML_UNARY_OP_COUNT != 12");
+static_assert(GGML_UNARY_OP_COUNT == 13, "GGML_UNARY_OP_COUNT != 13");
 
 
 static_assert(sizeof(struct ggml_object)%GGML_MEM_ALIGN == 0, "ggml_object size must be a multiple of GGML_MEM_ALIGN");
@@ -2380,32 +2851,6 @@ static void ggml_setup_op_has_task_pass(void) {
     }
 }
 
-//
-// ggml context
-//
-
-struct ggml_context {
-    size_t mem_size;
-    void * mem_buffer;
-    bool   mem_buffer_owned;
-    bool   no_alloc;
-    bool   no_alloc_save; // this is used to save the no_alloc state when using scratch buffers
-
-    int    n_objects;
-
-    struct ggml_object * objects_begin;
-    struct ggml_object * objects_end;
-
-    struct ggml_scratch scratch;
-    struct ggml_scratch scratch_save;
-};
-
-struct ggml_context_container {
-    bool used;
-
-    struct ggml_context context;
-};
-
 //
 // NUMA support
 //
@@ -2442,24 +2887,20 @@ struct ggml_state {
 
 // global state
 static struct ggml_state g_state;
-static atomic_int g_state_barrier = 0;
+static atomic_flag g_state_critical = ATOMIC_FLAG_INIT;
 
 // barrier via spin lock
 inline static void ggml_critical_section_start(void) {
-    int processing = atomic_fetch_add(&g_state_barrier, 1);
-
-    while (processing > 0) {
-        // wait for other threads to finish
-        atomic_fetch_sub(&g_state_barrier, 1);
-        sched_yield(); // TODO: reconsider this
-        processing = atomic_fetch_add(&g_state_barrier, 1);
+    while (atomic_flag_test_and_set(&g_state_critical)) {
+        // spin
+        sched_yield();
     }
 }
 
 // TODO: make this somehow automatically executed
 //       some sort of "sentry" mechanism
 inline static void ggml_critical_section_end(void) {
-    atomic_fetch_sub(&g_state_barrier, 1);
+    atomic_flag_clear(&g_state_critical);
 }
 
 #if defined(__gnu_linux__)
@@ -2775,7 +3216,11 @@ GGML_CALL bool ggml_is_contiguous(const struct ggml_tensor * tensor) {
         tensor->nb[3] == tensor->nb[2]*tensor->ne[2];
 }
 
-static inline bool ggml_is_contiguous_except_dim_1(const struct ggml_tensor * tensor) {
+GGML_CALL bool ggml_is_contiguous_0(const struct ggml_tensor * tensor) {
+    return ggml_is_contiguous(tensor);
+}
+
+GGML_CALL bool ggml_is_contiguous_1(const struct ggml_tensor * tensor) {
     static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
 
     return
@@ -2784,6 +3229,14 @@ static inline bool ggml_is_contiguous_except_dim_1(const struct ggml_tensor * te
         tensor->nb[3] == tensor->nb[2]*tensor->ne[2];
 }
 
+GGML_CALL bool ggml_is_contiguous_2(const struct ggml_tensor * tensor) {
+    static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
+
+    return
+        tensor->nb[0] == ggml_type_size(tensor->type) &&
+        tensor->nb[3] == tensor->nb[2]*tensor->ne[2];
+}
+
 GGML_CALL bool ggml_is_permuted(const struct ggml_tensor * tensor) {
     static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
 
@@ -2819,6 +3272,16 @@ bool ggml_are_same_shape(const struct ggml_tensor * t0, const struct ggml_tensor
         (t0->ne[3] == t1->ne[3] );
 }
 
+bool ggml_are_same_stride(const struct ggml_tensor * t0, const struct ggml_tensor * t1) {
+    static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
+
+    return
+        (t0->nb[0] == t1->nb[0] ) &&
+        (t0->nb[1] == t1->nb[1] ) &&
+        (t0->nb[2] == t1->nb[2] ) &&
+        (t0->nb[3] == t1->nb[3] );
+}
+
 // check if t1 can be represented as a repeatition of t0
 static inline bool ggml_can_repeat(const struct ggml_tensor * t0, const struct ggml_tensor * t1) {
     static_assert(GGML_MAX_DIMS == 4, "GGML_MAX_DIMS is not 4 - update this function");
@@ -2878,8 +3341,6 @@ struct ggml_context * ggml_init(struct ggml_init_params params) {
                 float f = ggml_table_f32_f16[i] = GGML_COMPUTE_FP16_TO_FP32(u.fp16);
                 ggml_table_gelu_f16[i] = GGML_FP32_TO_FP16(ggml_gelu_f32(f));
                 ggml_table_gelu_quick_f16[i] = GGML_FP32_TO_FP16(ggml_gelu_quick_f32(f));
-                ggml_table_silu_f16[i] = GGML_FP32_TO_FP16(ggml_silu_f32(f));
-                ggml_table_exp_f16[i] = GGML_FP32_TO_FP16(expf(f));
             }
 
             const uint64_t t_end = ggml_time_us(); UNUSED(t_end);
@@ -3163,6 +3624,12 @@ static struct ggml_tensor * ggml_new_tensor_impl(
 
     struct ggml_tensor * const result = (struct ggml_tensor *)((char *)ctx->mem_buffer + obj_new->offs);
 
+#ifdef __clang__
+    // temporary until ggml_tensor::backend is removed
+    #pragma clang diagnostic push
+    #pragma clang diagnostic ignored "-Wdeprecated-declarations"
+#endif
+
     *result = (struct ggml_tensor) {
         /*.type         =*/ type,
         /*.backend      =*/ GGML_BACKEND_TYPE_CPU,
@@ -3185,6 +3652,10 @@ static struct ggml_tensor * ggml_new_tensor_impl(
         /*.padding      =*/ { 0 },
     };
 
+#ifdef __clang__
+    #pragma clang diagnostic pop
+#endif
+
     // TODO: this should not be needed as long as we don't rely on aligned SIMD loads
     //ggml_assert_aligned(result->data);
 
@@ -4423,10 +4894,21 @@ struct ggml_tensor * ggml_repeat_back(
 // ggml_concat
 
 struct ggml_tensor * ggml_concat(
-    struct ggml_context* ctx,
-    struct ggml_tensor* a,
-    struct ggml_tensor* b) {
-    GGML_ASSERT(a->ne[0] == b->ne[0] && a->ne[1] == b->ne[1] && a->ne[3] == b->ne[3]);
+    struct ggml_context * ctx,
+    struct ggml_tensor * a,
+    struct ggml_tensor * b,
+    int dim) {
+    GGML_ASSERT(dim >= 0 && dim < GGML_MAX_DIMS);
+
+    int64_t ne[GGML_MAX_DIMS];
+    for (int d = 0; d < GGML_MAX_DIMS; ++d) {
+        if (d == dim) {
+            ne[d] = a->ne[d] + b->ne[d];
+            continue;
+        }
+        GGML_ASSERT(a->ne[d] == b->ne[d]);
+        ne[d] = a->ne[d];
+    }
 
     bool is_node = false;
 
@@ -4434,7 +4916,9 @@ struct ggml_tensor * ggml_concat(
         is_node = true;
     }
 
-    struct ggml_tensor * result = ggml_new_tensor_4d(ctx, a->type, a->ne[0], a->ne[1], a->ne[2] + b->ne[2], a->ne[3]);
+    struct ggml_tensor * result = ggml_new_tensor(ctx, a->type, GGML_MAX_DIMS, ne);
+
+    ggml_set_op_params_i32(result, 0, dim);
 
     result->op = GGML_OP_CONCAT;
     result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
@@ -4554,6 +5038,7 @@ struct ggml_tensor * ggml_leaky_relu(
     }
 
     struct ggml_tensor * result = inplace ? ggml_view_tensor(ctx, a) : ggml_dup_tensor(ctx, a);
+
     ggml_set_op_params(result, &negative_slope, sizeof(negative_slope));
 
     result->op   = GGML_OP_LEAKY_RELU;
@@ -4563,6 +5048,20 @@ struct ggml_tensor * ggml_leaky_relu(
     return result;
 }
 
+// ggml_sigmoid
+
+struct ggml_tensor * ggml_sigmoid(
+        struct ggml_context * ctx,
+        struct ggml_tensor  * a) {
+    return ggml_unary(ctx, a, GGML_UNARY_OP_SIGMOID);
+}
+
+struct ggml_tensor * ggml_sigmoid_inplace(
+        struct ggml_context * ctx,
+        struct ggml_tensor  * a) {
+    return ggml_unary_inplace(ctx, a, GGML_UNARY_OP_SIGMOID);
+}
+
 // ggml_gelu
 
 struct ggml_tensor * ggml_gelu(
@@ -5646,7 +6145,6 @@ static struct ggml_tensor * ggml_soft_max_impl(
         struct ggml_context * ctx,
         struct ggml_tensor  * a,
         struct ggml_tensor  * mask,
-        struct ggml_tensor  * pos,
         float                 scale,
         float                 max_bias,
         bool                  inplace) {
@@ -5660,18 +6158,8 @@ static struct ggml_tensor * ggml_soft_max_impl(
         GGML_ASSERT(mask->ne[1] >= a->ne[1]);
     }
 
-    if (pos) {
-        GGML_ASSERT(ggml_is_vector(pos));
-        GGML_ASSERT(pos->type == GGML_TYPE_F16 || pos->type == GGML_TYPE_F32);
-        GGML_ASSERT(pos->ne[0] == a->ne[0]);
-    }
-
-    if (pos && mask) {
-        GGML_ASSERT(pos->type == mask->type);
-    }
-
     if (max_bias > 0.0f) {
-        GGML_ASSERT(pos);
+        GGML_ASSERT(mask);
     }
 
     bool is_node = false;
@@ -5689,7 +6177,6 @@ static struct ggml_tensor * ggml_soft_max_impl(
     result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
     result->src[0] = a;
     result->src[1] = mask;
-    result->src[2] = pos;
 
     return result;
 }
@@ -5697,23 +6184,22 @@ static struct ggml_tensor * ggml_soft_max_impl(
 struct ggml_tensor * ggml_soft_max(
         struct ggml_context * ctx,
         struct ggml_tensor  * a) {
-    return ggml_soft_max_impl(ctx, a, NULL, NULL, 1.0f, 0.0f, false);
+    return ggml_soft_max_impl(ctx, a, NULL, 1.0f, 0.0f, false);
 }
 
 struct ggml_tensor * ggml_soft_max_inplace(
         struct ggml_context * ctx,
         struct ggml_tensor  * a) {
-    return ggml_soft_max_impl(ctx, a, NULL, NULL, 1.0f, 0.0f, true);
+    return ggml_soft_max_impl(ctx, a, NULL, 1.0f, 0.0f, true);
 }
 
 struct ggml_tensor * ggml_soft_max_ext(
         struct ggml_context * ctx,
         struct ggml_tensor  * a,
         struct ggml_tensor  * mask,
-        struct ggml_tensor  * pos,
         float                 scale,
         float                 max_bias) {
-    return ggml_soft_max_impl(ctx, a, mask, pos, scale, max_bias, false);
+    return ggml_soft_max_impl(ctx, a, mask, scale, max_bias, false);
 }
 
 // ggml_soft_max_back
@@ -5759,6 +6245,7 @@ static struct ggml_tensor * ggml_rope_impl(
         struct ggml_context * ctx,
         struct ggml_tensor  * a,
         struct ggml_tensor  * b,
+        struct ggml_tensor  * c,
         int                   n_dims,
         int                   mode,
         int                   n_ctx,
@@ -5772,10 +6259,17 @@ static struct ggml_tensor * ggml_rope_impl(
         float                 xpos_base,
         bool                  xpos_down,
         bool                  inplace) {
+    GGML_ASSERT((mode & 1) == 0 && "mode & 1 == 1 is no longer supported");
+
     GGML_ASSERT(ggml_is_vector(b));
     GGML_ASSERT(b->type == GGML_TYPE_I32);
     GGML_ASSERT(a->ne[2] == b->ne[0]);
 
+    if (c) {
+        GGML_ASSERT(c->type == GGML_TYPE_F32);
+        GGML_ASSERT(c->ne[0] >= n_dims / 2);
+    }
+
     bool is_node = false;
 
     if (a->grad) {
@@ -5799,6 +6293,7 @@ static struct ggml_tensor * ggml_rope_impl(
     result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
     result->src[0] = a;
     result->src[1] = b;
+    result->src[2] = c;
 
     return result;
 }
@@ -5811,7 +6306,7 @@ struct ggml_tensor * ggml_rope(
         int                   mode,
         int                   n_ctx) {
     return ggml_rope_impl(
-        ctx, a, b, n_dims, mode, n_ctx, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, false, false
+        ctx, a, b, NULL, n_dims, mode, n_ctx, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, false, false
     );
 }
 
@@ -5823,7 +6318,49 @@ struct ggml_tensor * ggml_rope_inplace(
         int                   mode,
         int                   n_ctx) {
     return ggml_rope_impl(
-        ctx, a, b, n_dims, mode, n_ctx, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, false, true
+        ctx, a, b, NULL, n_dims, mode, n_ctx, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, 0.0f, false, true
+    );
+}
+
+struct ggml_tensor * ggml_rope_ext(
+        struct ggml_context * ctx,
+        struct ggml_tensor  * a,
+        struct ggml_tensor  * b,
+        struct ggml_tensor  * c,
+        int                   n_dims,
+        int                   mode,
+        int                   n_ctx,
+        int                   n_orig_ctx,
+        float                 freq_base,
+        float                 freq_scale,
+        float                 ext_factor,
+        float                 attn_factor,
+        float                 beta_fast,
+        float                 beta_slow) {
+    return ggml_rope_impl(
+        ctx, a, b, c, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
+        ext_factor, attn_factor, beta_fast, beta_slow, 0.0f, false, false
+    );
+}
+
+struct ggml_tensor * ggml_rope_ext_inplace(
+        struct ggml_context * ctx,
+        struct ggml_tensor  * a,
+        struct ggml_tensor  * b,
+        struct ggml_tensor  * c,
+        int                   n_dims,
+        int                   mode,
+        int                   n_ctx,
+        int                   n_orig_ctx,
+        float                 freq_base,
+        float                 freq_scale,
+        float                 ext_factor,
+        float                 attn_factor,
+        float                 beta_fast,
+        float                 beta_slow) {
+    return ggml_rope_impl(
+        ctx, a, b, c, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
+        ext_factor, attn_factor, beta_fast, beta_slow, 0.0f, false, true
     );
 }
 
@@ -5842,7 +6379,7 @@ struct ggml_tensor * ggml_rope_custom(
         float                 beta_fast,
         float                 beta_slow) {
     return ggml_rope_impl(
-        ctx, a, b, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
+        ctx, a, b, NULL, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
         ext_factor, attn_factor, beta_fast, beta_slow, 0.0f, false, false
     );
 }
@@ -5862,7 +6399,7 @@ struct ggml_tensor * ggml_rope_custom_inplace(
         float                 beta_fast,
         float                 beta_slow) {
     return ggml_rope_impl(
-        ctx, a, b, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
+        ctx, a, b, NULL, n_dims, mode, n_ctx, n_orig_ctx, freq_base, freq_scale,
         ext_factor, attn_factor, beta_fast, beta_slow, 0.0f, false, true
     );
 }
@@ -5874,7 +6411,7 @@ struct ggml_tensor * ggml_rope_xpos_inplace(
         int                   n_dims,
         float                 base,
         bool                  down) {
-    return ggml_rope_impl(ctx, a, b, n_dims, 0, 0, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, base, down, true);
+    return ggml_rope_impl(ctx, a, b, NULL, n_dims, 0, 0, 0, 10000.0f, 1.0f, 0.0f, 1.0f, 0.0f, 0.0f, base, down, true);
 }
 
 // ggml_rope_back
@@ -5883,6 +6420,7 @@ struct ggml_tensor * ggml_rope_back(
         struct ggml_context * ctx,
         struct ggml_tensor  * a,
         struct ggml_tensor  * b,
+        struct ggml_tensor  * c,
         int                   n_dims,
         int                   mode,
         int                   n_ctx,
@@ -5898,6 +6436,7 @@ struct ggml_tensor * ggml_rope_back(
     GGML_ASSERT(ggml_is_vector(b));
     GGML_ASSERT(b->type == GGML_TYPE_I32);
     GGML_ASSERT(a->ne[2] == b->ne[0]);
+    GGML_ASSERT(c == NULL && "freq factors not implemented yet");
 
     GGML_ASSERT((mode & 4) == 0 && "ggml_rope_back() for ChatGLM not implemented yet");
 
@@ -5928,37 +6467,6 @@ struct ggml_tensor * ggml_rope_back(
     return result;
 }
 
-// ggml_alibi
-
-struct ggml_tensor * ggml_alibi(
-        struct ggml_context * ctx,
-        struct ggml_tensor  * a,
-        int                   n_past,
-        int                   n_head,
-        float                 bias_max) {
-    GGML_ASSERT(n_past >= 0);
-    bool is_node = false;
-
-    if (a->grad) {
-        GGML_ASSERT(false); // TODO: implement backward
-        is_node = true;
-    }
-
-    // TODO: when implement backward, fix this:
-    //struct ggml_tensor * result = inplace ? ggml_view_tensor(ctx, a) : ggml_dup_tensor(ctx, a);
-    struct ggml_tensor * result = ggml_view_tensor(ctx, a);
-
-    int32_t op_params[3] = { n_past, n_head };
-    memcpy(op_params + 2, &bias_max, sizeof(float));
-    ggml_set_op_params(result, op_params, sizeof(op_params));
-
-    result->op   = GGML_OP_ALIBI;
-    result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
-    result->src[0] = a;
-
-    return result;
-}
-
 // ggml_clamp
 
 struct ggml_tensor * ggml_clamp(
@@ -6308,7 +6816,10 @@ struct ggml_tensor * ggml_pool_2d(
 static struct ggml_tensor * ggml_upscale_impl(
     struct ggml_context * ctx,
     struct ggml_tensor * a,
-    int scale_factor) {
+    int ne0,
+    int ne1,
+    int ne2,
+    int ne3) {
     bool is_node = false;
 
     if (a->grad) {
@@ -6316,19 +6827,45 @@ static struct ggml_tensor * ggml_upscale_impl(
         is_node = true;
     }
 
+    GGML_ASSERT(a->ne[0] <= ne0);
+    GGML_ASSERT(a->ne[1] <= ne1);
+    GGML_ASSERT(a->ne[2] <= ne2);
+    GGML_ASSERT(a->ne[3] <= ne3);
+
     struct ggml_tensor * result = ggml_new_tensor_4d(ctx, a->type,
-            a->ne[0] * scale_factor,
-            a->ne[1] * scale_factor,
-            a->ne[2], a->ne[3]);
+            ne0,
+            ne1,
+            ne2,
+            ne3
+            );
 
     result->op = GGML_OP_UPSCALE;
-    result->op_params[0] = scale_factor;
+
     result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
     result->src[0] = a;
 
     return result;
 }
 
+struct ggml_tensor * ggml_upscale(
+    struct ggml_context * ctx,
+    struct ggml_tensor * a,
+    int scale_factor) {
+    return ggml_upscale_impl(ctx, a, a->ne[0] * scale_factor, a->ne[1] * scale_factor, a->ne[2], a->ne[3]);
+}
+
+struct ggml_tensor * ggml_upscale_ext(
+    struct ggml_context * ctx,
+    struct ggml_tensor * a,
+    int ne0,
+    int ne1,
+    int ne2,
+    int ne3) {
+    return ggml_upscale_impl(ctx, a, ne0, ne1, ne2, ne3);
+}
+
+// ggml_pad
+
 struct ggml_tensor * ggml_pad(
     struct ggml_context * ctx,
     struct ggml_tensor  * a,
@@ -6353,12 +6890,7 @@ struct ggml_tensor * ggml_pad(
     return result;
 }
 
-struct ggml_tensor * ggml_upscale(
-    struct ggml_context * ctx,
-    struct ggml_tensor * a,
-    int scale_factor) {
-    return ggml_upscale_impl(ctx, a, scale_factor);
-}
+// ggml_arange
 
 struct ggml_tensor * ggml_arange(
     struct ggml_context * ctx,
@@ -6380,6 +6912,8 @@ struct ggml_tensor * ggml_arange(
     return result;
 }
 
+// ggml_timestep_embedding
+
 struct ggml_tensor * ggml_timestep_embedding(
             struct ggml_context * ctx,
             struct ggml_tensor  * timesteps,
@@ -6446,38 +6980,6 @@ struct ggml_tensor * ggml_top_k(
     return result;
 }
 
-// ggml_flash_attn
-
-struct ggml_tensor * ggml_flash_attn(
-        struct ggml_context * ctx,
-        struct ggml_tensor  * q,
-        struct ggml_tensor  * k,
-        struct ggml_tensor  * v,
-        bool                  masked) {
-    GGML_ASSERT(ggml_can_mul_mat(k, q));
-    // TODO: check if vT can be multiplied by (k*qT)
-
-    bool is_node = false;
-
-    if (q->grad || k->grad || v->grad) {
-        is_node = true;
-    }
-
-    //struct ggml_tensor * result = ggml_dup_tensor(ctx, q);
-    struct ggml_tensor * result = ggml_new_tensor(ctx, GGML_TYPE_F32, GGML_MAX_DIMS, q->ne);
-
-    int32_t t = masked ? 1 : 0;
-    ggml_set_op_params(result, &t, sizeof(t));
-
-    result->op   = GGML_OP_FLASH_ATTN;
-    result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
-    result->src[0] = q;
-    result->src[1] = k;
-    result->src[2] = v;
-
-    return result;
-}
-
 // ggml_flash_attn_ext
 
 struct ggml_tensor * ggml_flash_attn_ext(
@@ -6486,9 +6988,11 @@ struct ggml_tensor * ggml_flash_attn_ext(
         struct ggml_tensor  * k,
         struct ggml_tensor  * v,
         struct ggml_tensor  * mask,
-        float                 scale) {
+        float                 scale,
+        float                 max_bias) {
     GGML_ASSERT(ggml_can_mul_mat(k, q));
     // TODO: check if vT can be multiplied by (k*qT)
+
     if (mask) {
         GGML_ASSERT(ggml_is_contiguous(mask));
         GGML_ASSERT(mask->ne[2] == 1);
@@ -6498,6 +7002,10 @@ struct ggml_tensor * ggml_flash_attn_ext(
         //GGML_ASSERT(ggml_can_repeat_rows(mask, qk));
     }
 
+    if (max_bias > 0.0f) {
+        GGML_ASSERT(mask);
+    }
+
     bool is_node = false;
 
     if (q->grad || k->grad || v->grad) {
@@ -6508,7 +7016,7 @@ struct ggml_tensor * ggml_flash_attn_ext(
     int64_t ne[4] = { q->ne[0], q->ne[2], q->ne[1], q->ne[3] };
     struct ggml_tensor * result = ggml_new_tensor(ctx, GGML_TYPE_F32, 4, ne);
 
-    float params[] = { scale };
+    float params[] = { scale, max_bias };
     ggml_set_op_params(result, params, sizeof(params));
 
     result->op   = GGML_OP_FLASH_ATTN_EXT;
@@ -6528,39 +7036,7 @@ void ggml_flash_attn_ext_set_prec(
 
     const int32_t prec_i32 = (int32_t) prec;
 
-    ggml_set_op_params_i32(a, 1, prec_i32); // scale is on first pos
-}
-
-// ggml_flash_ff
-
-struct ggml_tensor * ggml_flash_ff(
-        struct ggml_context * ctx,
-        struct ggml_tensor  * a,
-        struct ggml_tensor  * b0,
-        struct ggml_tensor  * b1,
-        struct ggml_tensor  * c0,
-        struct ggml_tensor  * c1) {
-    GGML_ASSERT(ggml_can_mul_mat(b0, a));
-    // TODO: more checks
-
-    bool is_node = false;
-
-    if (a->grad || b0->grad || b1->grad || c0->grad || c1->grad) {
-        is_node = true;
-    }
-
-    //struct ggml_tensor * result = ggml_dup_tensor(ctx, a);
-    struct ggml_tensor * result = ggml_new_tensor(ctx, GGML_TYPE_F32, GGML_MAX_DIMS, a->ne);
-
-    result->op   = GGML_OP_FLASH_FF;
-    result->grad = is_node ? ggml_dup_tensor(ctx, result) : NULL;
-    result->src[0] = a;
-    result->src[1] = b0;
-    result->src[2] = b1;
-    result->src[3] = c0;
-    result->src[4] = c1;
-
-    return result;
+    ggml_set_op_params_i32(a, 2, prec_i32); // scale is on first pos, max_bias on second
 }
 
 // ggml_flash_attn_back
@@ -6572,6 +7048,8 @@ struct ggml_tensor * ggml_flash_attn_back(
         struct ggml_tensor  * v,
         struct ggml_tensor  * d,
         bool                  masked) {
+    GGML_ASSERT(false && "TODO: adapt to ggml_flash_attn_ext() changes");
+
     GGML_ASSERT(ggml_can_mul_mat(k, q));
     // TODO: check if vT can be multiplied by (k*qT)
 
@@ -10525,26 +11003,29 @@ static void ggml_compute_forward_concat_f32(
     GGML_ASSERT(nb00 == sizeof(float));
     GGML_ASSERT(nb10 == sizeof(float));
 
+    const int32_t dim = ggml_get_op_params_i32(dst, 0);
+
+    GGML_ASSERT(dim >= 0 && dim < 4);
+
+    int64_t o[4] = {0, 0, 0, 0};
+    o[dim] = src0->ne[dim];
+
+    const float * x;
+
+    // TODO: smarter multi-theading
     for (int i3 = 0; i3 < ne3; i3++) {
         for (int i2 = ith; i2 < ne2; i2 += nth) {
-            if (i2 < ne02) { // src0
-                for (int i1 = 0; i1 < ne1; i1++) {
-                    for (int i0 = 0; i0 < ne0; i0++) {
-                        const float * x = (float *)((char *) src0->data + i0 * nb00 + i1 * nb01 + i2 * nb02 + i3 * nb03);
-
-                        float * y = (float *)((char *)dst->data + i0 * nb0 + i1 * nb1 + i2 * nb2 + i3 * nb3);
-                        *y = *x;
+            for (int i1 = 0; i1 < ne1; i1++) {
+                for (int i0 = 0; i0 < ne0; i0++) {
+                    if (i0 < ne00 && i1 < ne01 && i2 < ne02 && i3 < ne03) {
+                        x = (const float *) ((const char *)src0->data + (i0       )*nb00 + (i1       )*nb01 + (i2       )*nb02 + (i3       )*nb03);
+                    } else {
+                        x = (const float *) ((const char *)src1->data + (i0 - o[0])*nb10 + (i1 - o[1])*nb11 + (i2 - o[2])*nb12 + (i3 - o[3])*nb13);
                     }
-                }
-            } // src1
-            else {
-                for (int i1 = 0; i1 < ne1; i1++) {
-                    for (int i0 = 0; i0 < ne0; i0++) {
-                        const float * x = (float *)((char *) src1->data + i0 * nb10 + i1 * nb11 + (i2 - ne02) * nb12 + i3 * nb13);
 
-                        float * y = (float *)((char *)dst->data + i0 * nb0 + i1 * nb1 + i2 * nb2 + i3 * nb3);
-                        *y = *x;
-                    }
+                    float * y = (float *)((char *)dst->data + i0*nb0 + i1*nb1 + i2*nb2 + i3*nb3);
+
+                    *y = *x;
                 }
             }
         }
@@ -10552,8 +11033,8 @@ static void ggml_compute_forward_concat_f32(
 }
 
 static void ggml_compute_forward_concat(
-    const struct ggml_compute_params* params,
-    struct ggml_tensor* dst) {
+    const struct ggml_compute_params * params,
+    struct ggml_tensor * dst) {
 
     const struct ggml_tensor * src0 = dst->src[0];
 
@@ -10892,6 +11373,52 @@ static void ggml_compute_forward_relu(
     }
 }
 
+// ggml_compute_forward_sigmoid
+
+static void ggml_compute_forward_sigmoid_f32(
+        const struct ggml_compute_params * params,
+        struct ggml_tensor * dst) {
+
+    const struct ggml_tensor * src0 = dst->src[0];
+
+    assert(params->ith == 0);
+    assert(ggml_are_same_shape(src0, dst));
+
+    if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
+        return;
+    }
+
+    const int n  = ggml_nrows(src0);
+    const int nc = src0->ne[0];
+
+    assert(dst->nb[0]  == sizeof(float));
+    assert(src0->nb[0] == sizeof(float));
+
+    for (int i = 0; i < n; i++) {
+        ggml_vec_sigmoid_f32(nc,
+                (float *) ((char *) dst->data  + i*( dst->nb[1])),
+                (float *) ((char *) src0->data + i*(src0->nb[1])));
+    }
+}
+
+static void ggml_compute_forward_sigmoid(
+        const struct ggml_compute_params * params,
+        struct ggml_tensor * dst) {
+
+    const struct ggml_tensor * src0 = dst->src[0];
+
+    switch (src0->type) {
+        case GGML_TYPE_F32:
+            {
+                ggml_compute_forward_sigmoid_f32(params, dst);
+            } break;
+        default:
+            {
+                GGML_ASSERT(false);
+            } break;
+    }
+}
+
 // ggml_compute_forward_gelu
 
 static void ggml_compute_forward_gelu_f32(
@@ -10900,8 +11427,8 @@ static void ggml_compute_forward_gelu_f32(
 
     const struct ggml_tensor * src0 = dst->src[0];
 
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(src0));
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(dst));
+    GGML_ASSERT(ggml_is_contiguous_1(src0));
+    GGML_ASSERT(ggml_is_contiguous_1(dst));
     GGML_ASSERT(ggml_are_same_shape(src0, dst));
 
     if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
@@ -10963,8 +11490,8 @@ static void ggml_compute_forward_gelu_quick_f32(
 
     const struct ggml_tensor * src0 = dst->src[0];
 
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(src0));
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(dst));
+    GGML_ASSERT(ggml_is_contiguous_1(src0));
+    GGML_ASSERT(ggml_is_contiguous_1(dst));
     GGML_ASSERT(ggml_are_same_shape(src0, dst));
 
     if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
@@ -11026,8 +11553,8 @@ static void ggml_compute_forward_silu_f32(
 
     const struct ggml_tensor * src0 = dst->src[0];
 
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(src0));
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(dst));
+    GGML_ASSERT(ggml_is_contiguous_1(src0));
+    GGML_ASSERT(ggml_is_contiguous_1(dst));
     GGML_ASSERT(ggml_are_same_shape(src0, dst));
 
     if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
@@ -11138,9 +11665,9 @@ static void ggml_compute_forward_silu_back_f32(
     const struct ggml_tensor * src0 = dst->src[0];
     const struct ggml_tensor * grad = dst->src[1];
 
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(grad));
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(src0));
-    GGML_ASSERT(ggml_is_contiguous_except_dim_1(dst));
+    GGML_ASSERT(ggml_is_contiguous_1(grad));
+    GGML_ASSERT(ggml_is_contiguous_1(src0));
+    GGML_ASSERT(ggml_is_contiguous_1(dst));
     GGML_ASSERT(ggml_are_same_shape(src0, dst));
     GGML_ASSERT(ggml_are_same_shape(src0, grad));
 
@@ -11742,9 +12269,101 @@ static bool ggml_compute_forward_mul_mat_use_blas(struct ggml_tensor * dst) {
 }
 #endif
 
+static void ggml_compute_forward_mul_mat_one_chunk(
+    const struct ggml_compute_params * params,
+    struct ggml_tensor * dst,
+    const int64_t num_rows_per_vec_dot,
+    const int64_t ir0_start,
+    const int64_t ir0_end,
+    const int64_t ir1_start,
+    const int64_t ir1_end) {
+
+    const struct ggml_tensor * src0 = dst->src[0];
+    const struct ggml_tensor * src1 = dst->src[1];
+
+    GGML_TENSOR_BINARY_OP_LOCALS
+
+    const enum ggml_type type = src0->type;
+
+    const bool src1_cont = ggml_is_contiguous(src1);
+
+    ggml_vec_dot_t    const vec_dot = type_traits[type].vec_dot;
+    enum ggml_type    const vec_dot_type = type_traits[type].vec_dot_type;
+
+    // broadcast factors
+    const int64_t r2 = ne12 / ne02;
+    const int64_t r3 = ne13 / ne03;
+
+    //printf("ir0_start = %6lld, ir0_end = %6lld, ir1_start = %6lld, ir1_end = %6lld\n", ir0_start, ir0_end, ir1_start, ir1_end);
+
+    // threads with no work simply yield (not sure if it helps)
+    if (ir0_start >= ir0_end || ir1_start >= ir1_end) {
+        return;
+    }
+
+    const void * wdata = (src1->type == vec_dot_type) ? src1->data : params->wdata;
+    const size_t row_size = ggml_row_size(vec_dot_type, ne10);
+
+    assert(ne12 % ne02 == 0);
+    assert(ne13 % ne03 == 0);
+
+    // block-tiling attempt
+    const int64_t blck_0 = 16;
+    const int64_t blck_1 = 16;
+
+    const size_t src1_col_stride = src1_cont || src1->type != vec_dot_type ? row_size : nb11;
+
+    // attempt to reduce false-sharing (does not seem to make a difference)
+    // 16 * 2, accounting for mmla kernels
+    float tmp[32];
+
+    for (int64_t iir1 = ir1_start; iir1 < ir1_end; iir1 += blck_1) {
+        for (int64_t iir0 = ir0_start; iir0 < ir0_end; iir0 += blck_0) {
+            for (int64_t ir1 = iir1; ir1 < iir1 + blck_1 && ir1 < ir1_end; ir1 += num_rows_per_vec_dot) {
+                const int64_t i13 = (ir1 / (ne12 * ne1));
+                const int64_t i12 = (ir1 - i13 * ne12 * ne1) / ne1;
+                const int64_t i11 = (ir1 - i13 * ne12 * ne1 - i12 * ne1);
+
+                // broadcast src0 into src1
+                const int64_t i03 = i13 / r3;
+                const int64_t i02 = i12 / r2;
+
+                const int64_t i1 = i11;
+                const int64_t i2 = i12;
+                const int64_t i3 = i13;
+
+                const char * src0_row = (const char*)src0->data + (0 + i02 * nb02 + i03 * nb03);
+
+                // desc: when src1 is not a contiguous memory block we have to calculate the offset using the strides
+                //       if it is, then we have either copied the data to params->wdata and made it contiguous or we are using
+                //       the original src1 data pointer, so we should index using the indices directly
+                // TODO: this is a bit of a hack, we should probably have a better way to handle this
+                const char * src1_col = (const char*)wdata +
+                    (src1_cont || src1->type != vec_dot_type
+                        ? (i11 + i12 * ne11 + i13 * ne12 * ne11) * row_size
+                        : (i11 * nb11 + i12 * nb12 + i13 * nb13));
+                float * dst_col = (float*)((char*)dst->data + (i1 * nb1 + i2 * nb2 + i3 * nb3));
+
+                //for (int64_t ir0 = iir0; ir0 < iir0 + blck_0 && ir0 < ir0_end; ++ir0) {
+                //    vec_dot(ne00, &dst_col[ir0], src0_row + ir0*nb01, src1_col);
+                //}
+
+                for (int64_t ir0 = iir0; ir0 < iir0 + blck_0 && ir0 < ir0_end; ir0 += num_rows_per_vec_dot) {
+                    vec_dot(ne00, &tmp[ir0 - iir0], (num_rows_per_vec_dot > 1 ? 16 : 0), src0_row + ir0 * nb01, (num_rows_per_vec_dot > 1 ? nb01 : 0), src1_col, (num_rows_per_vec_dot > 1 ? src1_col_stride : 0), num_rows_per_vec_dot);
+                }
+
+                for (int cn = 0; cn < num_rows_per_vec_dot; ++cn) {
+                    memcpy(&dst_col[iir0 + cn * nb1 / nb0], tmp + (cn * 16), (MIN(iir0 + blck_0, ir0_end) - iir0) * sizeof(float));
+                }
+            }
+        }
+    }
+}
+
 static void ggml_compute_forward_mul_mat(
         const struct ggml_compute_params * params,
-              struct ggml_tensor * dst) {
+              struct ggml_tensor * dst,
+              struct ggml_compute_state * state) {
 
     const struct ggml_tensor * src0 = dst->src[0];
     const struct ggml_tensor * src1 = dst->src[1];
@@ -11759,9 +12378,6 @@ static void ggml_compute_forward_mul_mat(
 
     const enum ggml_type type = src0->type;
 
-    const bool src1_cont = ggml_is_contiguous(src1);
-
-    ggml_vec_dot_t    const vec_dot               = type_traits[type].vec_dot;
     enum ggml_type    const vec_dot_type          = type_traits[type].vec_dot_type;
     ggml_from_float_t const from_float_to_vec_dot = type_traits[vec_dot_type].from_float;
     int64_t           const vec_dot_num_rows      = type_traits[type].nrows;
@@ -11782,8 +12398,10 @@ static void ggml_compute_forward_mul_mat(
     GGML_ASSERT(nb2 <= nb3);
 
     // broadcast factors
-    const int64_t r2 = ne12/ne02;
-    const int64_t r3 = ne13/ne03;
+    const int64_t r2 = ne12 / ne02;
+    const int64_t r3 = ne13 / ne03;
+    UNUSED(r2);
+    UNUSED(r3);
 
     // nb01 >= nb00 - src0 is not transposed
     //   compute by src0 rows
@@ -11865,6 +12483,8 @@ static void ggml_compute_forward_mul_mat(
 #endif
 
 #if GGML_USE_LLAMAFILE
+    const bool src1_cont = ggml_is_contiguous(src1);
+
     if (src1_cont) {
         for (int64_t i13 = 0; i13 < ne13; i13++)
             for (int64_t i12 = 0; i12 < ne12; i12++)
@@ -11890,6 +12510,8 @@ UseGgmlGemm1:;
         if (ith != 0) {
             return;
         }
+        // Every thread starts at ith, so the first unprocessed chunk is nth.  This save a bit of coordination right at the start.
+        atomic_store(&state->shared->current_chunk, nth);
         if (src1->type != vec_dot_type) {
             char * wdata = params->wdata;
             const size_t row_size = ggml_row_size(vec_dot_type, ne10);
@@ -11914,11 +12536,11 @@ UseGgmlGemm1:;
         return;
     }
 
-    const void * wdata    = (src1->type == vec_dot_type) ? src1->data : params->wdata;
-    const size_t row_size = ggml_row_size(vec_dot_type, ne10);
-
 #if GGML_USE_LLAMAFILE
     if (src1->type != vec_dot_type) {
+        const void* wdata = (src1->type == vec_dot_type) ? src1->data : params->wdata;
+        const size_t row_size = ggml_row_size(vec_dot_type, ne10);
+
         for (int64_t i13 = 0; i13 < ne13; i13++)
             for (int64_t i12 = 0; i12 < ne12; i12++)
                 if (!llamafile_sgemm(ne01, ne11, ne00/ggml_blck_size(src0->type),
@@ -11939,98 +12561,87 @@ UseGgmlGemm1:;
 UseGgmlGemm2:;
 #endif
 
-    const int64_t nr0 = ne01;          // src0 rows
-    const int64_t nr1 = ne1*ne12*ne13; // src1 rows
+#ifdef GGML_PERF
+    int chunks_executed = 0;
+    UNUSED(chunks_executed);
+#endif
 
-    //printf("nr0 = %lld, nr1 = %lld\n", nr0, nr1);
+    // This is the size of the first dimension of the result, so we can iterate that way. (see the ASSERT above, these are the same numbers)
+    const int64_t nr0 = ne0;
 
-    // distribute the thread work across the inner or outer loop based on which one is larger
-
-    const int64_t nth0 = nr0 > nr1 ? nth : 1; // parallelize by src0 rows
-    const int64_t nth1 = nr0 > nr1 ? 1 : nth; // parallelize by src1 rows
-
-    const int64_t ith0 = ith % nth0;
-    const int64_t ith1 = ith / nth0;
-
-    const int64_t dr0 = (nr0 + nth0 - 1)/nth0;
-    const int64_t dr1 = (nr1 + nth1 - 1)/nth1;
-
-    const int64_t ir010 = dr0*ith0;
-    const int64_t ir011 = MIN(ir010 + dr0, nr0);
-
-    const int64_t ir110 = dr1*ith1;
-    const int64_t ir111 = MIN(ir110 + dr1, nr1);
-
-    //printf("ir010 = %6lld, ir011 = %6lld, ir110 = %6lld, ir111 = %6lld\n", ir010, ir011, ir110, ir111);
-
-    // threads with no work simply yield (not sure if it helps)
-    if (ir010 >= ir011 || ir110 >= ir111) {
-        sched_yield();
-        return;
-    }
-
-    assert(ne12 % ne02 == 0);
-    assert(ne13 % ne03 == 0);
-
-    // block-tiling attempt
-    const int64_t blck_0 = 16;
-    const int64_t blck_1 = 16;
+    // This is the size of the rest of the dimensions of the result
+    const int64_t nr1 = ne1 * ne2 * ne3;
 
     // dot kernels can handle 1 row and col at a time, but mmla kernels can process 2 rows and cols
-    int64_t nrc = vec_dot_num_rows;
+    int64_t num_rows_per_vec_dot = vec_dot_num_rows;
     // TODO: currently the mmla kernels support only even numbered rows/cols.
     // this check can be removed once they are extended to support odd numbered rows/cols too
     if ((nr0 % 2 != 0) || (ne11 % 2 != 0)) {
-        nrc = 1;
+        num_rows_per_vec_dot = 1;
     }
 
-    const size_t src1_col_stride = src1_cont || src1->type != vec_dot_type ? row_size : nb11;
+    // Now select a reasonable chunk size.
+    int chunk_size = 16;
 
-    // attempt to reduce false-sharing (does not seem to make a difference)
-    // 16 * 2, accounting for mmla kernels
-    float tmp[32];
+    // We need to step up the size if it's small
+    if (nr0 == 1 || nr1 == 1) {
+        chunk_size = 64;
+    }
 
-    for (int64_t iir1 = ir110; iir1 < ir111; iir1 += blck_1) {
-        for (int64_t iir0 = ir010; iir0 < ir011; iir0 += blck_0) {
-            for (int64_t ir1 = iir1; ir1 < iir1 + blck_1 && ir1 < ir111; ir1 += nrc) {
-                const int64_t i13 = (ir1/(ne12*ne1));
-                const int64_t i12 = (ir1 - i13*ne12*ne1)/ne1;
-                const int64_t i11 = (ir1 - i13*ne12*ne1 - i12*ne1);
+    // distribute the work across the inner or outer loop based on which one is larger
+    // The number of chunks in the 0/1 dim.
+    // CEIL(nr0/chunk_size)
+    int64_t nchunk0 = (nr0 + chunk_size - 1) / chunk_size;
+    int64_t nchunk1 = (nr1 + chunk_size - 1) / chunk_size;
 
-                // broadcast src0 into src1
-                const int64_t i03 = i13/r3;
-                const int64_t i02 = i12/r2;
+    // If the chunking is poor for the number of threads on this setup, scrap the whole plan.  Re-chunk it by thread.
+    //   Also, chunking by thread was measured to have perform better on NUMA systems.  See https://github.com/ggerganov/llama.cpp/pull/6915
+    //   In theory, chunking should be just as useful on NUMA and non NUMA systems, but testing disagreed with that.
+    if (nchunk0 * nchunk1 < nth * 4 || ggml_is_numa()) {
+        // distribute the thread work across the inner or outer loop based on which one is larger
+        nchunk0 = nr0 > nr1 ? nth : 1; // parallelize by src0 rows
+        nchunk1 = nr0 > nr1 ? 1 : nth; // parallelize by src1 rows
+    }
 
-                const int64_t i1 = i11;
-                const int64_t i2 = i12;
-                const int64_t i3 = i13;
+    // The number of elements in each chunk
+    const int64_t dr0 = (nr0 + nchunk0 - 1) / nchunk0;
+    const int64_t dr1 = (nr1 + nchunk1 - 1) / nchunk1;
 
-                const char * src0_row = (const char *) src0->data + (0 + i02*nb02 + i03*nb03);
+    //if (ith == 0)
+    //    printf("MUL_MAT = [%d, %d, %d, %d] x [%d, %d, %d, %d] = %d x %d = %d.  Fp Ops/Ch %d\n", ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, nchunk0, nchunk1, nchunk0 * nchunk1, ne00 * nr0 * nr1 / nchunk0 / nchunk1);
 
-                // desc: when src1 is not a contiguous memory block we have to calculate the offset using the strides
-                //       if it is, then we have either copied the data to params->wdata and made it contiguous or we are using
-                //       the original src1 data pointer, so we should index using the indices directly
-                // TODO: this is a bit of a hack, we should probably have a better way to handle this
-                const char * src1_col = (const char *) wdata +
-                    (src1_cont || src1->type != vec_dot_type
-                     ? (i11      + i12*ne11 + i13*ne12*ne11)*row_size
-                     : (i11*nb11 + i12*nb12 + i13*nb13));
-                float * dst_col = (float *) ((char *) dst->data + (i1*nb1 + i2*nb2 + i3*nb3));
+    // The first chunk comes from our thread_id, the rest will get auto-assigned.
+    int current_chunk = ith;
 
-                //for (int64_t ir0 = iir0; ir0 < iir0 + blck_0 && ir0 < ir011; ++ir0) {
-                //    vec_dot(ne00, &dst_col[ir0], src0_row + ir0*nb01, src1_col);
-                //}
+    while (current_chunk < nchunk0 * nchunk1) {
+        const int64_t ith0 = current_chunk % nchunk0;
+        const int64_t ith1 = current_chunk / nchunk0;
 
-                for (int64_t ir0 = iir0; ir0 < iir0 + blck_0 && ir0 < ir011; ir0 += nrc) {
-                    vec_dot(ne00, &tmp[ir0 - iir0], (nrc>1 ? 16 : 0), src0_row + ir0*nb01, (nrc>1 ? nb01 : 0), src1_col, (nrc>1 ? src1_col_stride : 0), nrc);
-                }
+        const int64_t ir0_start = dr0 * ith0;
+        const int64_t ir0_end = MIN(ir0_start + dr0, nr0);
 
-                for (int cn = 0; cn < nrc; ++cn) {
-                    memcpy(&dst_col[iir0 + cn*nb1/nb0], tmp + (cn*16), (MIN(iir0 + blck_0, ir011) - iir0)*sizeof(float));
-                }
-            }
+        const int64_t ir1_start = dr1 * ith1;
+        const int64_t ir1_end = MIN(ir1_start + dr1, nr1);
+
+        ggml_compute_forward_mul_mat_one_chunk(params, dst, num_rows_per_vec_dot, ir0_start, ir0_end, ir1_start, ir1_end);
+
+#ifdef GGML_PERF
+        chunks_executed++;
+#endif
+
+        if (nth >= nchunk0 * nchunk1) {
+            break;
         }
+
+        current_chunk = atomic_fetch_add(&state->shared->current_chunk, 1);
     }
+
+#ifdef GGML_PERF
+    // These numbers are useful when trying to measure how well the threading scheduling works.
+    //int64_t workSize = (ne01 * ne11 * ne12 * ne13 * ne00) / nchunk0 / nchunk1;
+    //float time = (ggml_perf_time_us() - t0);
+    //printf("MUL_MAT = %f ms, [%d, %d, %d, %d] x [%d, %d, %d, %d] = %I64u, %f ops/usec in %d chunks.\n", time / 1000.0, ne00, ne01, ne02, ne03, ne10, ne11, ne12, ne13, workSize, (float)workSize/time, chunks_executed);
+#endif
 }
 
 // ggml_compute_forward_mul_mat_id
@@ -13333,7 +13944,6 @@ static void ggml_compute_forward_soft_max_f32(
 
     const struct ggml_tensor * src0 = dst->src[0];
     const struct ggml_tensor * src1 = dst->src[1];
-    const struct ggml_tensor * src2 = dst->src[2];
 
     assert(ggml_is_contiguous(dst));
     assert(ggml_are_same_shape(src0, dst));
@@ -13359,8 +13969,8 @@ static void ggml_compute_forward_soft_max_f32(
 
     // TODO: is this supposed to be ceil instead of floor?
     //       https://huggingface.co/mosaicml/mpt-7b/blob/main/attention.py#L370
-    const uint32_t n_head_kv   = ne02;
-    const uint32_t n_head_log2 = 1u << (uint32_t) floor(log2(n_head_kv));
+    const uint32_t n_head      = ne02;
+    const uint32_t n_head_log2 = 1u << (uint32_t) floor(log2(n_head));
 
     const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
     const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
@@ -13377,13 +13987,13 @@ static void ggml_compute_forward_soft_max_f32(
 
     float * wp = (float *) params->wdata + (nc + CACHE_LINE_SIZE_F32) * ith;
 
-    // when max_bias <= 0.0f, src2 is not used and we default it to src0 to avoid branching
-    ggml_fp16_t * pos_f16 = src2 ? (ggml_fp16_t *) src2->data : src0->data;
-    float       * pos_f32 = src2 ? (float       *) src2->data : src0->data;
-
-    const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16) || (src2 && src2->type == GGML_TYPE_F16);
+    const bool use_f16 = (src1 && src1->type == GGML_TYPE_F16);
 
     for (int i1 = ir0; i1 < ir1; i1++) {
+        // ALiBi
+        const uint32_t h = (i1/ne01)%ne02; // head
+        const float slope = (max_bias > 0.0f) ? h < n_head_log2 ? powf(m0, h + 1) : powf(m1, 2*(h - n_head_log2) + 1) : 1.0f;
+
         float * sp = (float *)((char *) src0->data + i1*src0->nb[1]);
         float * dp = (float *)((char *)  dst->data +  i1*dst->nb[1]);
 
@@ -13396,27 +14006,11 @@ static void ggml_compute_forward_soft_max_f32(
         if (mp_f32) {
             if (use_f16) {
                 for (int i = 0; i < nc; ++i) {
-                    wp[i] += GGML_FP16_TO_FP32(mp_f16[i]);
+                    wp[i] += slope*GGML_FP16_TO_FP32(mp_f16[i]);
                 }
             } else {
                 for (int i = 0; i < nc; ++i) {
-                    wp[i] += mp_f32[i];
-                }
-            }
-        }
-
-        // ALiBi bias
-        if (max_bias > 0.0f) {
-            const uint32_t h  = (i1/ne01)%ne02; // head
-            const float slope = h < n_head_log2 ? powf(m0, h + 1) : powf(m1, 2*(h - n_head_log2) + 1);
-
-            if (use_f16) {
-                for (int i = 0; i < nc; ++i) {
-                    wp[i] += slope*GGML_FP16_TO_FP32(pos_f16[i]);
-                }
-            } else {
-                for (int i = 0; i < nc; ++i) {
-                    wp[i] += slope*pos_f32[i];
+                    wp[i] += slope*mp_f32[i];
                 }
             }
         }
@@ -13431,22 +14025,7 @@ static void ggml_compute_forward_soft_max_f32(
         float max = -INFINITY;
         ggml_vec_max_f32(nc, &max, wp);
 
-        ggml_float sum = 0.0;
-
-        uint16_t scvt;
-        for (int i = 0; i < nc; i++) {
-            if (wp[i] == -INFINITY) {
-                dp[i] = 0.0f;
-            } else {
-                // const float val = (wp[i] == -INFINITY) ? 0.0 : exp(wp[i] - max);
-                ggml_fp16_t s = GGML_FP32_TO_FP16(wp[i] - max);
-                memcpy(&scvt, &s, sizeof(scvt));
-                const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt]);
-                sum += (ggml_float)val;
-                dp[i] = val;
-            }
-        }
-
+        ggml_float sum = ggml_vec_soft_max_f32(nc, dp, wp, max);
         assert(sum > 0.0);
 
         sum = 1.0/sum;
@@ -13578,178 +14157,6 @@ static void ggml_compute_forward_soft_max_back(
     }
 }
 
-// ggml_compute_forward_alibi
-
-static void ggml_compute_forward_alibi_f32(
-        const struct ggml_compute_params * params,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * src0 = dst->src[0];
-
-    assert(params->ith == 0);
-
-    if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
-        return;
-    }
-
-    //const int n_past = ((int32_t *) dst->op_params)[0];
-    const int n_head = ((int32_t *) dst->op_params)[1];
-    float max_bias;
-    memcpy(&max_bias, (int32_t *) dst->op_params + 2, sizeof(float));
-
-    const int64_t ne0 = src0->ne[0]; // all_seq_len = n_past + ne1
-    const int64_t ne1 = src0->ne[1]; // seq_len_without_past
-    const int64_t ne2 = src0->ne[2]; // n_head -> this is k
-    //const int64_t ne3 = src0->ne[3]; // 1 -> bsz
-
-    const int64_t n  = ggml_nrows(src0);
-    const int64_t ne2_ne3 = n/ne1; // ne2*ne3
-
-    const size_t nb0 = src0->nb[0];
-    const size_t nb1 = src0->nb[1];
-    const size_t nb2 = src0->nb[2];
-    //const int nb3 = src0->nb[3];
-
-    GGML_ASSERT(nb0 == sizeof(float));
-    GGML_ASSERT(n_head == ne2);
-
-    // add alibi to src0 (KQ_scaled)
-    const int n_heads_log2_floor = 1 << (int) floor(log2(n_head));
-
-    const float m0 = powf(2.0f, -(max_bias) / n_heads_log2_floor);
-    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_heads_log2_floor);
-
-    for (int64_t k = 0; k < ne2_ne3; k++) {
-        // TODO: k*nb2 or k*nb3
-        float m_k;
-
-        if (k < n_heads_log2_floor) {
-            m_k = powf(m0, k + 1);
-        } else {
-            m_k = powf(m1, 2 * (k - n_heads_log2_floor) + 1);
-        }
-
-        for (int64_t i = 0; i < ne0; i++) {
-            for (int64_t j = 0; j < ne1; j++) {
-                float * const src = (float *)((char *) src0->data + i*nb0 + j*nb1 + k*nb2);
-                float *      pdst = (float *)((char *)  dst->data + i*nb0 + j*nb1 + k*nb2);
-                pdst[0] = i * m_k + src[0];
-            }
-        }
-    }
-}
-
-static void ggml_compute_forward_alibi_f16(
-        const struct ggml_compute_params * params,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * src0 = dst->src[0];
-
-    assert(params->ith == 0);
-
-    if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
-        return;
-    }
-
-    //const int n_past = ((int32_t *) dst->op_params)[0];
-    const int n_head = ((int32_t *) dst->op_params)[1];
-    float max_bias;
-    memcpy(&max_bias, (int32_t *) dst->op_params + 2, sizeof(float));
-
-    const int ne0 = src0->ne[0]; // all_seq_len = n_past + ne1
-    const int ne1 = src0->ne[1]; // seq_len_without_past
-    const int ne2 = src0->ne[2]; // n_head -> this is k
-    //const int ne3 = src0->ne[3]; // 1 -> bsz
-
-    const int n  = ggml_nrows(src0);
-    const int ne2_ne3 = n/ne1; // ne2*ne3
-
-    const int nb0 = src0->nb[0];
-    const int nb1 = src0->nb[1];
-    const int nb2 = src0->nb[2];
-    //const int nb3 = src0->nb[3];
-
-    GGML_ASSERT(nb0 == sizeof(ggml_fp16_t));
-    //GGML_ASSERT(ne1 + n_past == ne0); (void) n_past;
-    GGML_ASSERT(n_head == ne2);
-
-    // add alibi to src0 (KQ_scaled)
-    const int n_heads_log2_floor = 1 << (int) floor(log2(n_head));
-
-    const float m0 = powf(2.0f, -(max_bias) / n_heads_log2_floor);
-    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_heads_log2_floor);
-
-    for (int k = 0; k < ne2_ne3; k++) {
-        // TODO: k*nb2 or k*nb3
-        float m_k;
-
-        if (k < n_heads_log2_floor) {
-            m_k = powf(m0, k + 1);
-        } else {
-            m_k = powf(m1, 2 * (k - n_heads_log2_floor) + 1);
-        }
-
-        for (int i = 0; i < ne0; i++) {
-            for (int j = 0; j < ne1; j++) {
-                ggml_fp16_t * const src  = (ggml_fp16_t *)((char *) src0->data + i*nb0 + j*nb1 + k*nb2);
-                float       *      pdst  =       (float *)((char *)  dst->data + i*nb0 + j*nb1 + k*nb2);
-
-                // we return F32
-                pdst[0] = i * m_k + GGML_FP16_TO_FP32(src[0]);
-            }
-        }
-    }
-}
-
-static void ggml_compute_forward_alibi(
-        const struct ggml_compute_params * params,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * src0 = dst->src[0];
-
-    switch (src0->type) {
-        case GGML_TYPE_F16:
-            {
-                ggml_compute_forward_alibi_f16(params, dst);
-            } break;
-        case GGML_TYPE_F32:
-            {
-                ggml_compute_forward_alibi_f32(params, dst);
-            } break;
-        case GGML_TYPE_BF16:
-        case GGML_TYPE_Q4_0:
-        case GGML_TYPE_Q4_1:
-        case GGML_TYPE_Q5_0:
-        case GGML_TYPE_Q5_1:
-        case GGML_TYPE_Q8_0:
-        case GGML_TYPE_Q8_1:
-        case GGML_TYPE_Q2_K:
-        case GGML_TYPE_Q3_K:
-        case GGML_TYPE_Q4_K:
-        case GGML_TYPE_Q5_K:
-        case GGML_TYPE_Q6_K:
-        case GGML_TYPE_IQ2_XXS:
-        case GGML_TYPE_IQ2_XS:
-        case GGML_TYPE_IQ3_XXS:
-        case GGML_TYPE_IQ1_S:
-        case GGML_TYPE_IQ1_M:
-        case GGML_TYPE_IQ4_NL:
-        case GGML_TYPE_IQ4_XS:
-        case GGML_TYPE_IQ3_S:
-        case GGML_TYPE_IQ2_S:
-        case GGML_TYPE_Q8_K:
-        case GGML_TYPE_I8:
-        case GGML_TYPE_I16:
-        case GGML_TYPE_I32:
-        case GGML_TYPE_I64:
-        case GGML_TYPE_F64:
-        case GGML_TYPE_COUNT:
-            {
-                GGML_ASSERT(false);
-            } break;
-    }
-}
-
 // ggml_compute_forward_clamp
 
 static void ggml_compute_forward_clamp_f32(
@@ -13905,6 +14312,7 @@ static void ggml_compute_forward_rope_f32(
 
     const struct ggml_tensor * src0 = dst->src[0];
     const struct ggml_tensor * src1 = dst->src[1];
+    const struct ggml_tensor * src2 = dst->src[2];
 
     if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
         return;
@@ -13957,13 +14365,24 @@ static void ggml_compute_forward_rope_f32(
     int ir = 0;
 
     const float theta_scale = powf(freq_base, -2.0f/n_dims);
-    const float inv_ndims = -1.f/n_dims;
+
     float corr_dims[2];
     ggml_rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims);
 
     const bool is_neox = mode & 2;
     const bool is_glm  = mode & 4;
 
+    const float * freq_factors = NULL;
+    if (is_neox) {
+        if (src2 != NULL) {
+            GGML_ASSERT(src2->type == GGML_TYPE_F32);
+            GGML_ASSERT(src2->ne[0] >= n_dims / 2);
+            freq_factors = (const float *) src2->data;
+        }
+    } else {
+        GGML_ASSERT(src2 == NULL && "TODO: freq_factors not implemented for !is_neox");
+    }
+
     // backward process uses inverse rotation by cos and sin.
     // cos and sin build a rotation matrix, where the inverse is the transpose.
     // this essentially just switches the sign of sin.
@@ -13995,7 +14414,7 @@ static void ggml_compute_forward_rope_f32(
                         const float cos_block_theta = cosf(block_theta);
                         const float sin_block_theta = sinf(block_theta) * sin_sign;
 
-                        theta_base *= theta_scale;
+                        theta_base  *= theta_scale;
                         block_theta *= theta_scale;
 
                         const float * const src = (float *)((char *) src0->data + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00);
@@ -14030,28 +14449,22 @@ static void ggml_compute_forward_rope_f32(
                         dst_data[1] = x0*sin_theta*zeta + x1*cos_theta*zeta;
                     }
                 } else {
-                    // TODO: this might be wrong for ne0 != n_dims - need double check
-                    //       it seems we have to rope just the first n_dims elements and do nothing with the rest
-                    // ref:  https://github.com/ml-explore/mlx/blob/dc2edc762c797e3b8de50b1dad4dc0a131691033/benchmarks/python/llama_jax_bench.py#L11-L26
-                    theta_base *= freq_scale;
+                    // ref: https://github.com/jquesnelle/yarn/blob/master/scaled_rope/LlamaYaRNScaledRotaryEmbedding.py
                     for (int64_t ic = 0; ic < ne0; ic += 2) {
                         if (ic < n_dims) {
-                            const int64_t ib = 0;
+                            const int64_t i0 = ic/2;
 
-                            // simplified from `(ib * n_dims + ic) * inv_ndims`
-                            float cur_rot = inv_ndims * ic - ib;
+                            const float freq_factor = freq_factors ? freq_factors[i0] : 1.0f;
 
                             float cos_theta, sin_theta;
                             rope_yarn(
-                                theta_base, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor,
+                                theta_base/freq_factor, freq_scale, corr_dims, ic, ext_factor, attn_factor,
                                 &cos_theta, &sin_theta
                             );
-                            sin_theta *= sin_sign;
 
+                            sin_theta  *= sin_sign;
                             theta_base *= theta_scale;
 
-                            const int64_t i0 = ib*n_dims + ic/2;
-
                             const float * const src = (float *)((char *) src0->data + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00);
                                   float * dst_data  = (float *)((char *)  dst->data + i3*nb3  + i2*nb2  + i1*nb1  + i0*nb0);
 
@@ -14076,6 +14489,7 @@ static void ggml_compute_forward_rope_f32(
     }
 }
 
+// TODO: deduplicate f16/f32 code
 static void ggml_compute_forward_rope_f16(
         const struct ggml_compute_params * params,
         struct ggml_tensor * dst,
@@ -14083,6 +14497,7 @@ static void ggml_compute_forward_rope_f16(
 
     const struct ggml_tensor * src0 = dst->src[0];
     const struct ggml_tensor * src1 = dst->src[1];
+    const struct ggml_tensor * src2 = dst->src[2];
 
     if (params->type == GGML_TASK_TYPE_INIT || params->type == GGML_TASK_TYPE_FINALIZE) {
         return;
@@ -14128,13 +14543,24 @@ static void ggml_compute_forward_rope_f16(
     int ir = 0;
 
     const float theta_scale = powf(freq_base, -2.0f/n_dims);
-    const float inv_ndims = -1.f/n_dims;
+
     float corr_dims[2];
     ggml_rope_yarn_corr_dims(n_dims, n_orig_ctx, freq_base, beta_fast, beta_slow, corr_dims);
 
     const bool is_neox = mode & 2;
     const bool is_glm  = mode & 4;
 
+    const float * freq_factors = NULL;
+    if (is_neox) {
+        if (src2 != NULL) {
+            GGML_ASSERT(src2->type == GGML_TYPE_F32);
+            GGML_ASSERT(src2->ne[0] >= n_dims / 2);
+            freq_factors = (const float *) src2->data;
+        }
+    } else {
+        GGML_ASSERT(src2 == NULL && "TODO: freq_factors not implemented for !is_neox");
+    }
+
     // backward process uses inverse rotation by cos and sin.
     // cos and sin build a rotation matrix, where the inverse is the transpose.
     // this essentially just switches the sign of sin.
@@ -14166,7 +14592,7 @@ static void ggml_compute_forward_rope_f16(
                         const float cos_block_theta = cosf(block_theta);
                         const float sin_block_theta = sinf(block_theta) * sin_sign;
 
-                        theta_base *= theta_scale;
+                        theta_base  *= theta_scale;
                         block_theta *= theta_scale;
 
                         const ggml_fp16_t * const src = (ggml_fp16_t *)((char *) src0->data + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00);
@@ -14197,28 +14623,22 @@ static void ggml_compute_forward_rope_f16(
                         dst_data[1] = GGML_FP32_TO_FP16(x0*sin_theta + x1*cos_theta);
                     }
                 } else {
-                    // TODO: this might be wrong for ne0 != n_dims - need double check
-                    //       it seems we have to rope just the first n_dims elements and do nothing with the rest
-                    // ref:  https://github.com/ml-explore/mlx/blob/dc2edc762c797e3b8de50b1dad4dc0a131691033/benchmarks/python/llama_jax_bench.py#L11-L26
-                    theta_base *= freq_scale;
+                    // ref: https://github.com/jquesnelle/yarn/blob/master/scaled_rope/LlamaYaRNScaledRotaryEmbedding.py
                     for (int64_t ic = 0; ic < ne0; ic += 2) {
                         if (ic < n_dims) {
-                            const int64_t ib = 0;
+                            const int64_t i0 = ic/2;
 
-                            // simplified from `(ib * n_dims + ic) * inv_ndims`
-                            float cur_rot = inv_ndims * ic - ib;
+                            const float freq_factor = freq_factors ? freq_factors[i0] : 1.0f;
 
                             float cos_theta, sin_theta;
                             rope_yarn(
-                                theta_base, freq_scale, corr_dims, cur_rot, ext_factor, attn_factor,
+                                theta_base/freq_factor, freq_scale, corr_dims, ic, ext_factor, attn_factor,
                                 &cos_theta, &sin_theta
                             );
-                            sin_theta *= sin_sign;
 
+                            sin_theta  *= sin_sign;
                             theta_base *= theta_scale;
 
-                            const int64_t i0 = ib*n_dims + ic/2;
-
                             const ggml_fp16_t * const src = (ggml_fp16_t *)((char *) src0->data + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00);
                                   ggml_fp16_t * dst_data  = (ggml_fp16_t *)((char *)  dst->data + i3*nb3  + i2*nb2  + i1*nb1  + i0*nb0);
 
@@ -14972,25 +15392,28 @@ static void ggml_compute_forward_upscale_f32(
         return;
     }
 
-    GGML_ASSERT(src0->nb[0] == sizeof(float));
+    GGML_ASSERT(src0->type == GGML_TYPE_F32);
 
     const int ith = params->ith;
     const int nth = params->nth;
 
     GGML_TENSOR_UNARY_OP_LOCALS
 
-    const int scale_factor = dst->op_params[0];
+    const float sf0 = (float)ne0/src0->ne[0];
+    const float sf1 = (float)ne1/src0->ne[1];
+    const float sf2 = (float)ne2/src0->ne[2];
+    const float sf3 = (float)ne3/src0->ne[3];
 
     // TODO: optimize
 
     for (int64_t i3 = 0; i3 < ne3; i3++) {
-        const int64_t i03 = i3;
+        const int64_t i03 = i3 / sf3;
         for (int64_t i2 = ith; i2 < ne2; i2 += nth) {
-            const int64_t i02 = i2;
+            const int64_t i02 = i2 / sf2;
             for (int64_t i1 = 0; i1 < ne1; i1++) {
-                const int64_t i01 = i1 / scale_factor;
+                const int64_t i01 = i1 / sf1;
                 for (int64_t i0 = 0; i0 < ne0; i0++) {
-                    const int64_t i00 = i0 / scale_factor;
+                    const int64_t i00 = i0 / sf0;
 
                     const float * x = (float *)((char *) src0->data + i00*nb00 + i01*nb01 + i02*nb02 + i03*nb03);
                           float * y = (float *)((char *)  dst->data +  i0*nb0  +  i1*nb1  +  i2*nb2  +  i3*nb3);
@@ -15020,6 +15443,7 @@ static void ggml_compute_forward_upscale(
     }
 }
 
+
 // ggml_compute_forward_pad
 
 static void ggml_compute_forward_pad_f32(
@@ -15244,451 +15668,6 @@ static void ggml_compute_forward_argsort(
     }
 }
 
-// ggml_compute_forward_flash_attn
-
-static void ggml_compute_forward_flash_attn_f32(
-        const struct ggml_compute_params * params,
-        const bool masked,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * q = dst->src[0];
-    const struct ggml_tensor * k = dst->src[1];
-    const struct ggml_tensor * v = dst->src[2];
-
-    int64_t t0 = ggml_perf_time_us();
-    UNUSED(t0);
-
-    GGML_TENSOR_LOCALS(int64_t, neq, q,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbq, q,   nb)
-    GGML_TENSOR_LOCALS(int64_t, nek, k,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbk, k,   nb)
-    GGML_TENSOR_LOCALS(int64_t, nev, v,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbv, v,   nb)
-    GGML_TENSOR_LOCALS(int64_t, ne,  dst, ne)
-    GGML_TENSOR_LOCALS(size_t,  nb,  dst, nb)
-
-    const int ith = params->ith;
-    const int nth = params->nth;
-
-    const int64_t D = neq0;
-    const int64_t N = neq1;
-    const int64_t P = nek1 - N;
-    const int64_t M = P + N;
-
-    const int Mup = ggml_up(M, GGML_SOFT_MAX_UNROLL);
-
-    GGML_ASSERT(ne0 == D);
-    GGML_ASSERT(ne1 == N);
-    GGML_ASSERT(P >= 0);
-
-    GGML_ASSERT(nbq0 == sizeof(float));
-    GGML_ASSERT(nbk0 == sizeof(float));
-    GGML_ASSERT(nbv0 == sizeof(float));
-
-    GGML_ASSERT(neq0 == D);
-    GGML_ASSERT(nek0 == D);
-    GGML_ASSERT(nev1 == D);
-
-    GGML_ASSERT(neq1 == N);
-    GGML_ASSERT(nek1 == N + P);
-    GGML_ASSERT(nev1 == D);
-
-    // dst cannot be transposed or permuted
-    GGML_ASSERT(nb0 == sizeof(float));
-    GGML_ASSERT(nb0 <= nb1);
-    GGML_ASSERT(nb1 <= nb2);
-    GGML_ASSERT(nb2 <= nb3);
-
-    if (params->type == GGML_TASK_TYPE_INIT) {
-        return;
-    }
-
-    if (params->type == GGML_TASK_TYPE_FINALIZE) {
-        return;
-    }
-
-    // parallelize by q rows using ggml_vec_dot_f32
-
-    // total rows in q
-    const int nr = neq1*neq2*neq3;
-
-    // rows per thread
-    const int dr = (nr + nth - 1)/nth;
-
-    // row range for this thread
-    const int ir0 = dr*ith;
-    const int ir1 = MIN(ir0 + dr, nr);
-
-    const float scale = 1.0f/sqrtf(D);
-
-    //printf("P=%d N=%d D=%d ir0=%d ir1=%d scale = %f\n", P, N, D, ir0, ir1, scale);
-
-    for (int ir = ir0; ir < ir1; ++ir) {
-        // q indices
-        const int iq3 = ir/(neq2*neq1);
-        const int iq2 = (ir - iq3*neq2*neq1)/neq1;
-        const int iq1 = (ir - iq3*neq2*neq1 - iq2*neq1);
-
-        float * S = (float *) params->wdata + ith*(Mup + CACHE_LINE_SIZE_F32);
-
-        for (int i = M; i < Mup; ++i) {
-            S[i] = -INFINITY;
-        }
-
-        const int64_t masked_begin = masked ? (P + iq1 + 1) : M;
-        for (int64_t ic = 0; ic < masked_begin; ++ic) {
-            // k indices
-            const int ik3 = iq3;
-            const int ik2 = iq2 % nek2;
-            const int ik1 = ic;
-
-            // S indices
-            const int i1 = ik1;
-
-            ggml_vec_dot_f32(neq0,
-                    S + i1, 0,
-                    (float *) ((char *) k->data + (ik1*nbk1 + ik2*nbk2 + ik3*nbk3)), 0,
-                    (float *) ((char *) q->data + (iq1*nbq1 + iq2*nbq2 + iq3*nbq3)), 0, 1);
-        }
-
-        // scale
-        ggml_vec_scale_f32(masked_begin, S, scale);
-
-        for (int64_t i = masked_begin; i < M; i++) {
-            S[i] = -INFINITY;
-        }
-
-        // softmax
-        // exclude known -INF S[..] values from max and loop
-        // dont forget to set their SW values to zero
-        {
-            float max = -INFINITY;
-            ggml_vec_max_f32(masked_begin, &max, S);
-
-            ggml_float sum = 0.0;
-            {
-#ifdef GGML_SOFT_MAX_ACCELERATE
-                max = -max;
-                vDSP_vsadd(S, 1, &max, S, 1, Mup);
-                vvexpf(S, S, &Mup);
-                ggml_vec_sum_f32(Mup, &sum, S);
-#else
-                uint16_t   scvt[GGML_SOFT_MAX_UNROLL]; UNUSED(scvt);
-                ggml_float sump[GGML_SOFT_MAX_UNROLL] = { 0.0 };
-
-                for (int i = 0; i < Mup; i += GGML_SOFT_MAX_UNROLL) {
-                    if (i >= masked_begin) {
-                        break;
-                    }
-                    float * SS = S + i;
-
-                    for (int j = 0; j < GGML_SOFT_MAX_UNROLL; ++j) {
-                        if (i + j >= masked_begin) {
-                            break;
-                        } else if (SS[j] == -INFINITY) {
-                            SS[j] = 0.0f;
-                        } else {
-#ifndef GGML_FLASH_ATTN_EXP_FP16
-                            const float val = expf(SS[j] - max);
-#else
-                            ggml_fp16_t s = GGML_FP32_TO_FP16(SS[j] - max);
-                            memcpy(&scvt[j], &s, sizeof(uint16_t));
-                            const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt[j]]);
-#endif
-                            sump[j] += (ggml_float)val;
-                            SS[j] = val;
-                        }
-                    }
-                }
-
-                for (int i = 0; i < GGML_SOFT_MAX_UNROLL; i++) {
-                    sum += sump[i];
-                }
-#endif
-            }
-
-            assert(sum > 0.0);
-
-            sum = 1.0/sum;
-            ggml_vec_scale_f32(masked_begin, S, sum);
-
-#ifndef NDEBUG
-            for (int i = 0; i < masked_begin; ++i) {
-                assert(!isnan(S[i]));
-                assert(!isinf(S[i]));
-            }
-#endif
-        }
-
-        for (int64_t ic = 0; ic < nev1; ++ic) {
-            // dst indices
-            const int i1 = iq1;
-            const int i2 = iq2;
-            const int i3 = iq3;
-
-            // v indices
-            const int iv2 = iq2 % nev2;
-            const int iv3 = iq3;
-
-            ggml_vec_dot_f32(masked_begin,
-                    (float *) ((char *) dst->data + (ic*nb0 + i1*nb1  + i2*nb2   + i3*nb3)), 0,
-                    (float *) ((char *) v->data   + (         ic*nbv1 + iv2*nbv2 + iv3*nbv3)), 0,
-                    S, 0, 1);
-        }
-    }
-}
-
-static void ggml_compute_forward_flash_attn_f16(
-        const struct ggml_compute_params * params,
-        const bool masked,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * q = dst->src[0];
-    const struct ggml_tensor * k = dst->src[1];
-    const struct ggml_tensor * v = dst->src[2];
-
-    int64_t t0 = ggml_perf_time_us();
-    UNUSED(t0);
-
-    GGML_TENSOR_LOCALS(int64_t, neq, q,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbq, q,   nb)
-    GGML_TENSOR_LOCALS(int64_t, nek, k,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbk, k,   nb)
-    GGML_TENSOR_LOCALS(int64_t, nev, v,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nbv, v,   nb)
-    GGML_TENSOR_LOCALS(int64_t, ne,  dst, ne)
-    GGML_TENSOR_LOCALS(size_t,  nb,  dst, nb)
-
-    const int ith = params->ith;
-    const int nth = params->nth;
-
-    const int64_t D = neq0;
-    const int64_t N = neq1;
-    const int64_t P = nek1 - N;
-    const int64_t M = P + N;
-
-    const int Mup = ggml_up(M, GGML_SOFT_MAX_UNROLL);
-
-    GGML_ASSERT(ne0 == D);
-    GGML_ASSERT(ne1 == N);
-    GGML_ASSERT(P >= 0);
-
-    GGML_ASSERT(nbq0 == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbk0 == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbv0 == sizeof(ggml_fp16_t));
-
-    GGML_ASSERT(neq0 == D);
-    GGML_ASSERT(nek0 == D);
-    GGML_ASSERT(nev1 == D);
-
-    GGML_ASSERT(neq1 == N);
-    GGML_ASSERT(nek1 == N + P);
-    GGML_ASSERT(nev1 == D);
-
-    // dst cannot be transposed or permuted
-    GGML_ASSERT(nb0 == sizeof(float));
-    GGML_ASSERT(nb0 <= nb1);
-    GGML_ASSERT(nb1 <= nb2);
-    GGML_ASSERT(nb2 <= nb3);
-
-    if (params->type == GGML_TASK_TYPE_INIT) {
-        return;
-    }
-
-    if (params->type == GGML_TASK_TYPE_FINALIZE) {
-        return;
-    }
-
-    // parallelize by q rows using ggml_vec_dot_f32
-
-    // total rows in q
-    const int nr = neq1*neq2*neq3;
-
-    // rows per thread
-    const int dr = (nr + nth - 1)/nth;
-
-    // row range for this thread
-    const int ir0 = dr*ith;
-    const int ir1 = MIN(ir0 + dr, nr);
-
-    const float scale = 1.0f/sqrtf(D);
-
-    //printf("P=%d N=%d D=%d ir0=%d ir1=%d scale = %f\n", P, N, D, ir0, ir1, scale);
-
-    for (int ir = ir0; ir < ir1; ++ir) {
-        // q indices
-        const int iq3 = ir/(neq2*neq1);
-        const int iq2 = (ir - iq3*neq2*neq1)/neq1;
-        const int iq1 = (ir - iq3*neq2*neq1 - iq2*neq1);
-
-        float * S = (float *) params->wdata + ith*(2*Mup + CACHE_LINE_SIZE_F32);
-
-        for (int i = M; i < Mup; ++i) {
-            S[i] = -INFINITY;
-        }
-
-        if (GGML_VEC_DOT_UNROLL > 2 || nek1 % GGML_VEC_DOT_UNROLL != 0) {
-            for (int64_t ic = 0; ic < nek1; ++ic) {
-                // k indices
-                const int ik3 = iq3;
-                const int ik2 = iq2 % nek2;
-                const int ik1 = ic;
-
-                // S indices
-                const int i1 = ik1;
-
-                ggml_vec_dot_f16(neq0,
-                        S + i1, 0,
-                        (ggml_fp16_t *) ((char *) k->data + (ik1*nbk1 + ik2*nbk2 + ik3*nbk3)), 0,
-                        (ggml_fp16_t *) ((char *) q->data + (iq1*nbq1 + iq2*nbq2 + iq3*nbq3)), 0, 1);
-            }
-        } else {
-            for (int64_t ic = 0; ic < nek1; ic += GGML_VEC_DOT_UNROLL) {
-                // k indices
-                const int ik3 = iq3;
-                const int ik2 = iq2 % nek2;
-                const int ik1 = ic;
-
-                // S indices
-                const int i1 = ik1;
-
-                ggml_vec_dot_f16_unroll(neq0, nbk1,
-                        S + i1,
-                        ((char *) k->data + (ik1*nbk1 + ik2*nbk2 + ik3*nbk3)),
-                        (ggml_fp16_t *) ((char *) q->data + (iq1*nbq1 + iq2*nbq2 + iq3*nbq3)));
-            }
-        }
-
-        // scale
-        ggml_vec_scale_f32(nek1, S, scale);
-
-        if (masked) {
-            for (int64_t i = P; i < M; i++) {
-                if (i > P + iq1) {
-                    S[i] = -INFINITY;
-                }
-            }
-        }
-
-        // softmax
-        // todo: exclude known -INF S[..] values from max and loop, assuming their results to be zero.
-        // dont forget to set their S values to zero
-        {
-            float max = -INFINITY;
-            ggml_vec_max_f32(M, &max, S);
-
-            ggml_float sum = 0.0;
-            {
-#ifdef GGML_SOFT_MAX_ACCELERATE
-                max = -max;
-                vDSP_vsadd(S, 1, &max, S, 1, Mup);
-                vvexpf(S, S, &Mup);
-                ggml_vec_sum_f32(Mup, &sum, S);
-#else
-                uint16_t   scvt[GGML_SOFT_MAX_UNROLL];
-                ggml_float sump[GGML_SOFT_MAX_UNROLL] = { 0.0 };
-
-                for (int i = 0; i < Mup; i += GGML_SOFT_MAX_UNROLL) {
-                    float * SS = S + i;
-
-                    for (int j = 0; j < GGML_SOFT_MAX_UNROLL; ++j) {
-                        if (SS[j] == -INFINITY) {
-                            SS[j] = 0.0f;
-                        } else {
-                            ggml_fp16_t s = GGML_FP32_TO_FP16(SS[j] - max);
-                            memcpy(&scvt[j], &s, sizeof(uint16_t));
-                            const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt[j]]);
-                            sump[j] += (ggml_float)val;
-                            SS[j] = val;
-                        }
-                    }
-                }
-
-                for (int i = 0; i < GGML_SOFT_MAX_UNROLL; i++) {
-                    sum += sump[i];
-                }
-#endif
-            }
-
-            assert(sum > 0.0);
-
-            sum = 1.0/sum;
-            ggml_vec_scale_f32(M, S, sum);
-
-#ifndef NDEBUG
-            for (int i = 0; i < M; ++i) {
-                assert(!isnan(S[i]));
-                assert(!isinf(S[i]));
-            }
-#endif
-        }
-
-        ggml_fp16_t * S16 = (ggml_fp16_t *) ((float *) params->wdata + ith*(2*Mup + CACHE_LINE_SIZE_F32) + Mup);
-
-        for (int64_t i = 0; i < M; i++) {
-            S16[i] = GGML_FP32_TO_FP16(S[i]);
-        }
-
-        // todo: exclude known zero S[..] values from dot (reducing nev0 and increasing begin of v and S16).
-        if (GGML_VEC_DOT_UNROLL == 1 || (nev1 % GGML_VEC_DOT_UNROLL != 0)) {
-            for (int64_t ic = 0; ic < nev1; ++ic) {
-                // dst indices
-                const int i1 = iq1;
-                const int i2 = iq2;
-                const int i3 = iq3;
-
-                // v indices
-                const int iv2 = iq2 % nev2;
-                const int iv3 = iq3;
-
-                ggml_vec_dot_f16(nev0,
-                        (float *)       ((char *) dst->data + (ic*nb0 + i1*nb1  + i2*nb2   + i3*nb3)), 0,
-                        (ggml_fp16_t *) ((char *) v->data   + (         ic*nbv1 + iv2*nbv2 + iv3*nbv3)), 0,
-                        S16, 0, 1);
-            }
-        } else {
-            for (int64_t ic = 0; ic < nev1; ic += GGML_VEC_DOT_UNROLL) {
-                // dst indices
-                const int i1 = iq1;
-                const int i2 = iq2;
-                const int i3 = iq3;
-
-                // v indices
-                const int iv2 = iq2 % nev2;
-                const int iv3 = iq3;
-
-                ggml_vec_dot_f16_unroll(nev0, nbv1,
-                        (float *) ((char *) dst->data + (ic*nb0 + i1*nb1  + i2*nb2   + i3*nb3)),
-                        ((char *)             v->data + (         ic*nbv1 + iv2*nbv2 + iv3*nbv3)),
-                        S16);
-            }
-        }
-    }
-}
-
-static void ggml_compute_forward_flash_attn(
-        const struct ggml_compute_params * params,
-        const bool masked,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * q = dst->src[0];
-
-    switch (q->type) {
-        case GGML_TYPE_F16:
-            {
-                ggml_compute_forward_flash_attn_f16(params, masked, dst);
-            } break;
-        case GGML_TYPE_F32:
-            {
-                ggml_compute_forward_flash_attn_f32(params, masked, dst);
-            } break;
-        default:
-            {
-                GGML_ASSERT(false);
-            } break;
-    }
-}
-
 // ggml_compute_forward_flash_attn_ext
 
 static void ggml_compute_forward_flash_attn_ext_f16(
@@ -15719,9 +15698,10 @@ static void ggml_compute_forward_flash_attn_ext_f16(
     GGML_ASSERT(ne0 == D);
     GGML_ASSERT(ne2 == N);
 
-    GGML_ASSERT(nbq0 == sizeof(float));
-    GGML_ASSERT(nbk0 == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbv0 == sizeof(ggml_fp16_t));
+    // input tensor rows must be contiguous
+    GGML_ASSERT(nbq0 == ggml_type_size(q->type));
+    GGML_ASSERT(nbk0 == ggml_type_size(k->type));
+    GGML_ASSERT(nbv0 == ggml_type_size(v->type));
 
     GGML_ASSERT(neq0 == D);
     GGML_ASSERT(nek0 == D);
@@ -15763,8 +15743,22 @@ static void ggml_compute_forward_flash_attn_ext_f16(
     const int ir0 = dr*ith;
     const int ir1 = MIN(ir0 + dr, nr);
 
-    float scale = 1.0f;
-    memcpy(&scale, (float *) dst->op_params + 0, sizeof(float));
+    float scale    = 1.0f;
+    float max_bias = 0.0f;
+
+    memcpy(&scale,    (float *) dst->op_params + 0, sizeof(float));
+    memcpy(&max_bias, (float *) dst->op_params + 1, sizeof(float));
+
+    const uint32_t n_head      = neq2;
+    const uint32_t n_head_log2 = 1u << (uint32_t) floor(log2(n_head));
+
+    const float m0 = powf(2.0f, -(max_bias       ) / n_head_log2);
+    const float m1 = powf(2.0f, -(max_bias / 2.0f) / n_head_log2);
+
+    enum ggml_type    const k_vec_dot_type = type_traits[k->type].vec_dot_type;
+    ggml_from_float_t const q_to_vec_dot   = type_traits[k_vec_dot_type].from_float;
+    ggml_vec_dot_t    const kq_vec_dot     = type_traits[k->type].vec_dot;
+    ggml_to_float_t   const v_to_float     = type_traits[v->type].to_float;
 
     // loop over n_batch and n_head
     for (int ir = ir0; ir < ir1; ++ir) {
@@ -15773,14 +15767,22 @@ static void ggml_compute_forward_flash_attn_ext_f16(
         const int iq2 = (ir - iq3*neq2*neq1)/neq1;
         const int iq1 = (ir - iq3*neq2*neq1 - iq2*neq1);
 
-        float S = 0.0f;
-        float M = -INFINITY;
+        const uint32_t h = iq2; // head index
+        const float slope = (max_bias > 0.0f) ? h < n_head_log2 ? powf(m0, h + 1) : powf(m1, 2*(h - n_head_log2) + 1) : 1.0f;
 
-        float       * V32 = (float       *) params->wdata + ith*(2*D + CACHE_LINE_SIZE_F32);
-        ggml_fp16_t * Q16 = (ggml_fp16_t *) (V32); // reuse memory
-        ggml_fp16_t * V16 = (ggml_fp16_t *) (V32 + D);
+        float S = 0.0f;      // sum
+        float M = -INFINITY; // maximum KQ value
 
-        memset(V16, 0, D*sizeof(ggml_fp16_t));
+        float       * VKQ32 = (float       *) params->wdata + ith*(3*D + CACHE_LINE_SIZE_F32); // FP32 VKQ accumulator
+        float       * V32   =                 (VKQ32 + 1*D); // (temporary) FP32 V buffer
+        ggml_fp16_t * VKQ16 = (ggml_fp16_t *) (VKQ32 + 1*D); // (temporary) FP16 VKQ accumulator
+        ggml_fp16_t * Q_q   = (ggml_fp16_t *) (VKQ32 + 2*D); // (temporary) buffer for Q converted to quantized/FP16
+
+        if (v->type == GGML_TYPE_F16) {
+            memset(VKQ16, 0, D*sizeof(ggml_fp16_t));
+        } else {
+            memset(VKQ32, 0, D*sizeof(float));
+        }
 
         const ggml_fp16_t * mp = mask ? (ggml_fp16_t *)((char *) mask->data + iq1*mask->nb[1]) : NULL;
 
@@ -15792,60 +15794,78 @@ static void ggml_compute_forward_flash_attn_ext_f16(
         const int iv3 = iq3 / rv3;
         const int iv2 = iq2 / rv2;
 
+        const float * pq = (const float *) ((char *) q->data + (iq1*nbq1 + iq2*nbq2 + iq3*nbq3));
+        q_to_vec_dot(pq, Q_q, D);
+
         // online softmax / attention
         // loop over n_kv and n_head_kv
         // ref: https://arxiv.org/pdf/2112.05682.pdf
         for (int64_t ic = 0; ic < nek1; ++ic) {
-            const float mv = mp ? GGML_FP16_TO_FP32(mp[ic]) : 0.0f;
+            const float mv = mp ? slope*GGML_FP16_TO_FP32(mp[ic]) : 0.0f;
             if (mv == -INFINITY) {
                 continue;
             }
 
-            float s;
+            float s; // KQ value
 
-            // convert Q to F16 in V32
-            {
-                const float * pq = (const float *) ((char *) q->data + (iq1*nbq1 + iq2*nbq2 + iq3*nbq3));
+            const char * k_data = (const char *) k->data + ( ic*nbk1 + ik2*nbk2 + ik3*nbk3);
+            kq_vec_dot(D, &s, 0, k_data, 0, Q_q, 0, 1);
 
-                for (int64_t d = 0; d < D; ++d) {
-                    Q16[d] = GGML_FP32_TO_FP16(pq[d]);
-                }
-            }
-
-            ggml_vec_dot_f16(D,
-                    &s, 0,
-                    (ggml_fp16_t *) ((char *) k->data + ( ic*nbk1 + ik2*nbk2 + ik3*nbk3)), 0,
-                    Q16, 0, 1);
-
-            s = s*scale + mv;
+            s = s*scale + mv; // scale KQ value and apply mask
 
             const float Mold = M;
 
-            float ms = 1.0f;
-            float vs = 1.0f;
+            float ms = 1.0f; // upon new higher max val, scale VKQ and KQ sum with this value
+            float vs = 1.0f; // post-softmax KQ value, expf(s - M)
 
-            if (s > M) {
-                M = s;
-                ms = expf(Mold - M);
+            const char * v_data = ((const char *) v->data + (ic*nbv1 + iv2*nbv2 + iv3*nbv3));
 
-                // V = V*expf(Mold - M)
-                ggml_vec_scale_f16(D, V16, ms);
+            if (v->type== GGML_TYPE_F16) {
+                if (s > M) {
+                    // s is new maximum, ms < 1.0f, vs == expf(s - s) == 1.0f
+                    M = s;
+                    ms = expf(Mold - M);
+
+                    // V = V*expf(Mold - M)
+                    ggml_vec_scale_f16(D, VKQ16, ms);
+                } else {
+                    // no new maximum, ms == 1.0f, vs != 1.0f
+                    vs = expf(s - M);
+                }
+
+                // V += v*expf(s - M)
+                ggml_vec_mad_f16(D, VKQ16, (const ggml_fp16_t *) v_data, vs);
             } else {
-                vs = expf(s - M);
+                if (s > M) {
+                    // s is new maximum, ms < 1.0f, vs == expf(s - s) == 1.0f
+                    M = s;
+                    ms = expf(Mold - M);
+
+                    // V = V*expf(Mold - M)
+                    ggml_vec_scale_f32(D, VKQ32, ms);
+                } else {
+                    // no new maximum, ms == 1.0f, vs != 1.0f
+                    vs = expf(s - M);
+                }
+
+                v_to_float(v_data, V32, D);
+
+                // V += v*expf(s - M)
+                ggml_vec_mad_f32(D, VKQ32, V32, vs);
             }
 
-            const ggml_fp16_t * v16 = (const ggml_fp16_t *) ((char *) v->data + (ic*nbv1 + iv2*nbv2 + iv3*nbv3));
+            S = S*ms + vs; // scale and increment sum with partial sum
+        }
 
-            // V += v*expf(s - M)
-            ggml_vec_mad_f16(D, V16, v16, vs);
-
-            S = S*ms + vs;
+        if (v->type == GGML_TYPE_F16) {
+            for (int64_t d = 0; d < D; ++d) {
+                VKQ32[d] = GGML_FP16_TO_FP32(VKQ16[d]);
+            }
         }
 
         // V /= S
-        for (int64_t d = 0; d < D; ++d) {
-            V32[d] = GGML_FP16_TO_FP32(V16[d])/S;
-        }
+        const float S_inv = 1.0f/S;
+        ggml_vec_scale_f32(D, VKQ32, S_inv);
 
         // dst indices
         const int i1 = iq1;
@@ -15856,7 +15876,7 @@ static void ggml_compute_forward_flash_attn_ext_f16(
         //memcpy((char *) dst->data + (i1*nb1 + i2*nb2 + i3*nb3), V, nev0*sizeof(float));
 
         // permute(0, 2, 1, 3)
-        memcpy((char *) dst->data + (i3*ne2*ne1 + i2 + i1*ne1)*nb1, V32, nb1);
+        memcpy((char *) dst->data + (i3*ne2*ne1 + i2 + i1*ne1)*nb1, VKQ32, nb1);
     }
 }
 
@@ -15867,7 +15887,7 @@ static void ggml_compute_forward_flash_attn_ext(
         const struct ggml_tensor * v,
         const struct ggml_tensor * mask,
         struct ggml_tensor * dst) {
-    switch (dst->op_params[1]) {
+    switch (dst->op_params[2]) {
         case GGML_PREC_DEFAULT:
         case GGML_PREC_F32:
             {
@@ -15881,165 +15901,6 @@ static void ggml_compute_forward_flash_attn_ext(
     }
 }
 
-// ggml_compute_forward_flash_ff
-
-static void ggml_compute_forward_flash_ff_f16(
-        const struct ggml_compute_params * params,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * a = dst->src[0];  // F16
-    const struct ggml_tensor * b0 = dst->src[1]; // F16 fc_w
-    const struct ggml_tensor * b1 = dst->src[2]; // F32 fc_b
-    const struct ggml_tensor * c0 = dst->src[3]; // F16 proj_w
-    const struct ggml_tensor * c1 = dst->src[4]; // F32 proj_b
-
-    int64_t t0 = ggml_perf_time_us();
-    UNUSED(t0);
-
-    GGML_TENSOR_LOCALS(int64_t, nea,  a,   ne)
-    GGML_TENSOR_LOCALS(size_t,  nba,  a,   nb)
-    GGML_TENSOR_LOCALS(int64_t, neb0, b0,  ne)
-    GGML_TENSOR_LOCALS(size_t,  nbb0, b0,  nb)
-    GGML_TENSOR_LOCALS(int64_t, neb1, b1,  ne)
-    GGML_TENSOR_LOCALS(size_t,  nbb1, b1,  nb)
-    GGML_TENSOR_LOCALS(int64_t, nec0, c0,  ne)
-    GGML_TENSOR_LOCALS(size_t,  nbc0, c0,  nb)
-    GGML_TENSOR_LOCALS(int64_t, nec1, c1,  ne)
-    GGML_TENSOR_LOCALS(size_t,  nbc1, c1,  nb)
-    GGML_TENSOR_LOCALS(int64_t, ne,   dst, ne)
-    GGML_TENSOR_LOCALS(size_t,  nb,   dst, nb)
-
-    const int ith = params->ith;
-    const int nth = params->nth;
-
-    const int64_t D = nea0;
-    //const int64_t N = nea1;
-    const int64_t M = neb01;
-
-    GGML_ASSERT(ne0 == nea0);
-    GGML_ASSERT(ne1 == nea1);
-    GGML_ASSERT(ne2 == nea2);
-
-    GGML_ASSERT(nba0  == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbb00 == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbb10 == sizeof(float));
-    GGML_ASSERT(nbc00 == sizeof(ggml_fp16_t));
-    GGML_ASSERT(nbc10 == sizeof(float));
-
-    GGML_ASSERT(neb00 == D);
-    GGML_ASSERT(neb01 == M);
-    GGML_ASSERT(neb10 == M);
-    GGML_ASSERT(neb11 == 1);
-
-    GGML_ASSERT(nec00 == M);
-    GGML_ASSERT(nec01 == D);
-    GGML_ASSERT(nec10 == D);
-    GGML_ASSERT(nec11 == 1);
-
-    // dst cannot be transposed or permuted
-    GGML_ASSERT(nb0 == sizeof(float));
-    GGML_ASSERT(nb0 <= nb1);
-    GGML_ASSERT(nb1 <= nb2);
-    GGML_ASSERT(nb2 <= nb3);
-
-    if (params->type == GGML_TASK_TYPE_INIT) {
-        return;
-    }
-
-    if (params->type == GGML_TASK_TYPE_FINALIZE) {
-        return;
-    }
-
-    // parallelize by a rows using ggml_vec_dot_f32
-
-    // total rows in a
-    const int nr = nea1*nea2*nea3;
-
-    // rows per thread
-    const int dr = (nr + nth - 1)/nth;
-
-    // row range for this thread
-    const int ir0 = dr*ith;
-    const int ir1 = MIN(ir0 + dr, nr);
-
-    for (int ir = ir0; ir < ir1; ++ir) {
-        // a indices
-        const int ia3 = ir/(nea2*nea1);
-        const int ia2 = (ir - ia3*nea2*nea1)/nea1;
-        const int ia1 = (ir - ia3*nea2*nea1 - ia2*nea1);
-
-        float * S = (float *) params->wdata + ith*(2*M + CACHE_LINE_SIZE_F32);
-
-        for (int64_t ic = 0; ic < neb01; ++ic) {
-            // b0 indices
-            const int ib03 = ia3;
-            const int ib02 = ia2;
-            const int ib01 = ic;
-
-            // S indices
-            const int i1 = ib01;
-
-            ggml_vec_dot_f16(nea0,
-                    S + i1, 0,
-                    (ggml_fp16_t *) ((char *) b0->data + (ib01*nbb01 + ib02*nbb02 + ib03*nbb03)), 0,
-                    (ggml_fp16_t *) ((char *)  a->data + ( ia1*nba1  +  ia2*nba2  +  ia3*nba3)), 0, 1);
-        }
-
-        ggml_vec_add_f32(neb01, S, S, (float *) b1->data);
-        //ggml_vec_gelu_f32(neb01, S, S);
-
-        ggml_fp16_t * S16 = (ggml_fp16_t *) ((float *) params->wdata + ith*(2*M + CACHE_LINE_SIZE_F32) + M);
-
-        for (int64_t i = 0; i < M; i++) {
-            S16[i] = GGML_FP32_TO_FP16(S[i]);
-        }
-
-        ggml_vec_gelu_f16(neb01, S16, S16);
-
-        {
-            // dst indices
-            const int i1 = ia1;
-            const int i2 = ia2;
-            const int i3 = ia3;
-
-            for (int64_t ic = 0; ic < nec01; ++ic) {
-
-                ggml_vec_dot_f16(neb01,
-                        (float *)       ((char *) dst->data + (ic*nb0 + i1*nb1   + i2*nb2   + i3*nb3)), 0,
-                        (ggml_fp16_t *) ((char *) c0->data  + (         ic*nbc01 + i2*nbc02 + i3*nbc03)), 0,
-                        S16, 0, 1);
-            }
-
-            ggml_vec_add_f32(nec01,
-                    (float *) ((char *) dst->data + (i1*nb1 + i2*nb2 + i3*nb3)),
-                    (float *) ((char *) dst->data + (i1*nb1 + i2*nb2 + i3*nb3)),
-                    (float *) c1->data);
-        }
-    }
-}
-
-static void ggml_compute_forward_flash_ff(
-        const struct ggml_compute_params * params,
-        struct ggml_tensor * dst) {
-
-    const struct ggml_tensor * b0 = dst->src[1];
-
-    switch (b0->type) {
-        case GGML_TYPE_F16:
-            {
-                ggml_compute_forward_flash_ff_f16(params, dst);
-            } break;
-        case GGML_TYPE_F32:
-            {
-                GGML_ASSERT(false); // TODO
-            } break;
-        default:
-            {
-                GGML_ASSERT(false);
-            } break;
-    }
-}
-
 // ggml_compute_forward_flash_attn_back
 
 static void ggml_compute_forward_flash_attn_back_f32(
@@ -16221,38 +16082,7 @@ static void ggml_compute_forward_flash_attn_back_f32(
                         vvexpf(SM, SM, &Mup);
                         ggml_vec_sum_f32(Mup, &sum, SM);
 #else
-                        uint16_t   scvt[GGML_SOFT_MAX_UNROLL]; UNUSED(scvt);
-                        ggml_float sump[GGML_SOFT_MAX_UNROLL] = { 0.0 };
-
-                        for (int i = 0; i < Mup; i += GGML_SOFT_MAX_UNROLL) {
-                            if (i >= masked_begin) {
-                                break;
-                            }
-                            float * SR =  S + i;
-                            float * SW = SM + i;
-
-                            for (int j = 0; j < GGML_SOFT_MAX_UNROLL; ++j) {
-                                if (i + j >= masked_begin) {
-                                    break;
-                                } else if (SR[j] == -INFINITY) {
-                                    SW[j] = 0.0f;
-                                } else {
-#ifndef GGML_FLASH_ATTN_EXP_FP16
-                                    const float val = expf(SR[j] - max);
-#else
-                                    ggml_fp16_t s = GGML_FP32_TO_FP16(SR[j] - max);
-                                    memcpy(&scvt[j], &s, sizeof(uint16_t));
-                                    const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt[j]]);
-#endif
-                                    sump[j] += (ggml_float)val;
-                                    SW[j] = val;
-                                }
-                            }
-                        }
-
-                        for (int i = 0; i < GGML_SOFT_MAX_UNROLL; i++) {
-                            sum += sump[i];
-                        }
+                        sum = ggml_vec_soft_max_f32(Mup, SM, S, max);
 #endif
                     }
 
@@ -16834,6 +16664,10 @@ static void ggml_compute_forward_unary(
             {
                 ggml_compute_forward_relu(params, dst);
             } break;
+        case GGML_UNARY_OP_SIGMOID:
+            {
+                ggml_compute_forward_sigmoid(params, dst);
+            } break;
         case GGML_UNARY_OP_GELU:
             {
                 ggml_compute_forward_gelu(params, dst);
@@ -17274,35 +17108,15 @@ static void ggml_compute_forward_cross_entropy_loss_f32(
             assert(!isnan(s1[i]));
         }
 #endif
+
         // soft_max
-        ggml_float sum = 0.0;
-        {
-            float max = -INFINITY;
-            ggml_vec_max_f32(nc, &max, s0);
-
-            uint16_t scvt; UNUSED(scvt);
-            for (int i = 0; i < nc; i++) {
-                if (s0[i] == -INFINITY) {
-                    st[i] = 0.0f;
-                } else {
-#ifndef GGML_CROSS_ENTROPY_EXP_FP16
-                    const float s = s0[i] - max;
-                    const float val = expf(s);
-#else
-                    ggml_fp16_t s = GGML_FP32_TO_FP16(s0[i] - max);
-                    memcpy(&scvt, &s, sizeof(scvt));
-                    const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt]);
-#endif
-                    sum += (ggml_float)val;
-                    st[i] = val;
-                }
-            }
-
-            assert(sum > 0.0);
-            // sum = 1.0/sum;
-        }
-        // avoid log(0) by rescaling from [0..1] to [eps..1]
+        float max = -INFINITY;
+        ggml_vec_max_f32(nc, &max, s0);
+        ggml_float sum = ggml_vec_soft_max_f32(nc, st, s0, max);
+        assert(sum > 0.0);
         sum = (1.0 - eps) / sum;
+
+        // avoid log(0) by rescaling from [0..1] to [eps..1]
         ggml_vec_scale_f32(nc, st, sum);
         ggml_vec_add1_f32(nc, st, st, eps);
         ggml_vec_log_f32(nc, st, st);
@@ -17392,32 +17206,11 @@ static void ggml_compute_forward_cross_entropy_loss_back_f32(
 #endif
 
         // soft_max
-        ggml_float sum = 0.0;
-        {
-            float max = -INFINITY;
-            ggml_vec_max_f32(nc, &max, s0);
-
-            uint16_t scvt; UNUSED(scvt);
-            for (int i = 0; i < nc; i++) {
-                if (s0[i] == -INFINITY) {
-                    ds0[i] = 0.0f;
-                } else {
-#ifndef GGML_CROSS_ENTROPY_EXP_FP16
-                    const float s = s0[i] - max;
-                    const float val = expf(s);
-#else
-                    ggml_fp16_t s = GGML_FP32_TO_FP16(s0[i] - max);
-                    memcpy(&scvt, &s, sizeof(scvt));
-                    const float val = GGML_FP16_TO_FP32(ggml_table_exp_f16[scvt]);
-#endif
-                    sum += (ggml_float)val;
-                    ds0[i] = val;
-                }
-            }
-
-            assert(sum > 0.0);
-            sum = (1.0 - eps)/sum;
-        }
+        float max = -INFINITY;
+        ggml_vec_max_f32(nc, &max, s0);
+        ggml_float sum = ggml_vec_soft_max_f32(nc, ds0, s0, max);
+        assert(sum > 0.0);
+        sum = (1.0 - eps) / sum;
 
         // grad(src0) = (softmax(src0) - src1) * grad(cross_entropy_loss(src0, src1)) / nr
         ggml_vec_scale_f32(nc, ds0, sum);
@@ -17454,7 +17247,7 @@ static void ggml_compute_forward_cross_entropy_loss_back(
 
 /////////////////////////////////
 
-static void ggml_compute_forward(struct ggml_compute_params * params, struct ggml_tensor * tensor) {
+static void ggml_compute_forward(struct ggml_compute_params * params, struct ggml_tensor * tensor, struct ggml_compute_state * state) {
     GGML_ASSERT(params);
 
     if (tensor->op == GGML_OP_NONE || ggml_is_empty(tensor)) {
@@ -17552,7 +17345,7 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm
             } break;
         case GGML_OP_MUL_MAT:
             {
-                ggml_compute_forward_mul_mat(params, tensor);
+                ggml_compute_forward_mul_mat(params, tensor, state);
             } break;
         case GGML_OP_MUL_MAT_ID:
             {
@@ -17630,10 +17423,6 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm
             {
                 ggml_compute_forward_rope_back(params, tensor);
             } break;
-        case GGML_OP_ALIBI:
-            {
-                ggml_compute_forward_alibi(params, tensor);
-            } break;
         case GGML_OP_CLAMP:
             {
                 ggml_compute_forward_clamp(params, tensor);
@@ -17682,21 +17471,10 @@ static void ggml_compute_forward(struct ggml_compute_params * params, struct ggm
             {
                 ggml_compute_forward_leaky_relu(params, tensor);
             } break;
-        case GGML_OP_FLASH_ATTN:
-            {
-                const int32_t t = ggml_get_op_params_i32(tensor, 0);
-                GGML_ASSERT(t == 0 || t == 1);
-                const bool masked = t != 0;
-                ggml_compute_forward_flash_attn(params, masked, tensor);
-            } break;
         case GGML_OP_FLASH_ATTN_EXT:
             {
                 ggml_compute_forward_flash_attn_ext(params, tensor->src[0], tensor->src[1], tensor->src[2], tensor->src[3], tensor);
             } break;
-        case GGML_OP_FLASH_FF:
-            {
-                ggml_compute_forward_flash_ff(params, tensor);
-            } break;
         case GGML_OP_FLASH_ATTN_BACK:
             {
                 int32_t t = ggml_get_op_params_i32(tensor, 0);
@@ -18066,6 +17844,7 @@ static struct ggml_tensor * ggml_sub_or_set(struct ggml_context * ctx, struct gg
 static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor * tensor, struct ggml_hash_set zero_table) {
     struct ggml_tensor * src0 = tensor->src[0];
     struct ggml_tensor * src1 = tensor->src[1];
+    struct ggml_tensor * src2 = tensor->src[2];
 
     switch (tensor->op) {
         case GGML_OP_DUP:
@@ -18597,6 +18376,7 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                             ggml_rope_back(ctx,
                                 tensor->grad,
                                 src1,
+                                src2,
                                 n_dims,
                                 mode,
                                 n_ctx,
@@ -18636,6 +18416,7 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                             ggml_rope_impl(ctx,
                                 tensor->grad,
                                 src1,
+                                src2,
                                 n_dims,
                                 mode,
                                 n_ctx,
@@ -18652,10 +18433,6 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                             zero_table);
                 }
             } break;
-        case GGML_OP_ALIBI:
-            {
-                GGML_ASSERT(false); // TODO: not implemented
-            } break;
         case GGML_OP_CLAMP:
             {
                 GGML_ASSERT(false); // TODO: not implemented
@@ -18704,7 +18481,6 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
             {
                 GGML_ASSERT(false); // TODO: not implemented
             } break;
-        case GGML_OP_FLASH_ATTN:
         case GGML_OP_FLASH_ATTN_EXT:
             {
                 struct ggml_tensor * flash_grad = NULL;
@@ -18721,7 +18497,6 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                             masked);
                 }
 
-                struct ggml_tensor * src2 = tensor->src[2];
                 const int64_t elem_q = ggml_nelements(src0);
                 const int64_t elem_k = ggml_nelements(src1);
                 const int64_t elem_v = ggml_nelements(src2);
@@ -18759,10 +18534,6 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                             zero_table);
                 }
             } break;
-        case GGML_OP_FLASH_FF:
-            {
-                GGML_ASSERT(false); // not supported
-            } break;
         case GGML_OP_FLASH_ATTN_BACK:
             {
                 GGML_ASSERT(false); // not supported
@@ -18826,6 +18597,10 @@ static void ggml_compute_backward(struct ggml_context * ctx, struct ggml_tensor
                                         zero_table);
                             }
                         } break;
+                    case GGML_UNARY_OP_SIGMOID:
+                        {
+                            GGML_ASSERT(false); // TODO: not implemented
+                        } break;
                     case GGML_UNARY_OP_GELU:
                         {
                             GGML_ASSERT(false); // TODO: not implemented
@@ -19172,8 +18947,6 @@ typedef int ggml_lock_t;
 
 #define GGML_LOCK_INITIALIZER 0
 
-typedef pthread_t ggml_thread_t;
-
 #define ggml_thread_create pthread_create
 #define ggml_thread_join   pthread_join
 
@@ -19199,8 +18972,6 @@ typedef int ggml_lock_t;
 
 #define GGML_LOCK_INITIALIZER 0
 
-typedef pthread_t ggml_thread_t;
-
 #define ggml_thread_create pthread_create
 #define ggml_thread_join   pthread_join
 
@@ -19280,31 +19051,6 @@ static void set_numa_thread_affinity(int thread_n) { UNUSED(thread_n);  }
 static void clear_numa_thread_affinity(void) {}
 #endif
 
-struct ggml_compute_state_shared {
-    const struct ggml_cgraph * cgraph;
-    const struct ggml_cplan  * cplan;
-
-    int64_t perf_node_start_cycles;
-    int64_t perf_node_start_time_us;
-
-    const int n_threads;
-
-    // synchronization primitives
-    atomic_int n_active;  // num active threads
-    atomic_int node_n;    // active graph node
-    atomic_int node_task; // active graph node task phase
-
-    ggml_abort_callback abort_callback; // abort ggml_graph_compute when true
-    void * abort_callback_data;
-};
-
-struct ggml_compute_state {
-    ggml_thread_t thrd;
-    int ith;
-    struct ggml_compute_state_shared * shared;
-    enum ggml_status ec;
-};
-
 static void ggml_graph_compute_perf_stats_node(struct ggml_tensor * node, const struct ggml_compute_state_shared * st) {
     int64_t cycles_cur  = ggml_perf_cycles()  - st->perf_node_start_cycles;
     int64_t time_us_cur = ggml_perf_time_us() - st->perf_node_start_time_us;
@@ -19355,6 +19101,7 @@ static int ggml_get_n_tasks(struct ggml_tensor * node, int n_threads, int n_cur_
                 case GGML_UNARY_OP_TANH:
                 case GGML_UNARY_OP_ELU:
                 case GGML_UNARY_OP_RELU:
+                case GGML_UNARY_OP_SIGMOID:
                 case GGML_UNARY_OP_HARDSWISH: // to opt for multiple threads
                 case GGML_UNARY_OP_HARDSIGMOID: // to opt for multiple threads
                     {
@@ -19428,10 +19175,6 @@ static int ggml_get_n_tasks(struct ggml_tensor * node, int n_threads, int n_cur_
             {
                 n_tasks = n_threads;
             } break;
-        case GGML_OP_ALIBI:
-            {
-                n_tasks = 1; //TODO
-            } break;
         case GGML_OP_CLAMP:
             {
                 n_tasks = 1; //TODO
@@ -19477,15 +19220,10 @@ static int ggml_get_n_tasks(struct ggml_tensor * node, int n_threads, int n_cur_
             {
                 n_tasks = n_threads;
             } break;
-        case GGML_OP_FLASH_ATTN:
         case GGML_OP_FLASH_ATTN_EXT:
             {
                 n_tasks = n_threads;
             } break;
-        case GGML_OP_FLASH_FF:
-            {
-                n_tasks = n_threads;
-            } break;
         case GGML_OP_FLASH_ATTN_BACK:
             {
                 n_tasks = n_threads;
@@ -19580,6 +19318,10 @@ static void ggml_graph_compute_thread_sync_node(int * node_n, struct ggml_comput
 
         * node_n = atomic_load(&state->shared->node_n);
         if (* node_n != last_node_n) break;
+#if defined(__SSE3__)
+        // Tell the processor we're spinning.  It's a processor hint for spinlocks.
+        _mm_pause();
+#endif
     }
 }
 
@@ -19594,6 +19336,10 @@ static void ggml_graph_compute_thread_sync_task(int * task_phase, struct ggml_co
 
         * task_phase = atomic_load(&state->shared->node_task);
         if (* task_phase != last_task_phase) break;
+#if defined(__SSE3__)
+        // Tell the processor we're spinning.  It's a processor hint for spinlocks.
+        _mm_pause();
+#endif
     }
 }
 
@@ -19633,7 +19379,7 @@ static thread_ret_t ggml_graph_compute_thread(void * data) {
                 struct ggml_tensor * node = cgraph->nodes[node_n];
                 if (GGML_OP_HAS_FINALIZE[node->op]) {
                     params.nth = ggml_get_n_tasks(node, n_threads, state->shared->n_threads);
-                    ggml_compute_forward(&params, node);
+                    ggml_compute_forward(&params, node, state);
                 }
                 ggml_graph_compute_perf_stats_node(node, state->shared);
             }
@@ -19653,17 +19399,17 @@ static thread_ret_t ggml_graph_compute_thread(void * data) {
                     /* INIT */
                     if (GGML_OP_HAS_INIT[node->op]) {
                         params.type = GGML_TASK_TYPE_INIT;
-                        ggml_compute_forward(&params, node);
+                        ggml_compute_forward(&params, node, state);
                     }
 
                     // TODO: maybe push node_n to the atomic but if other threads see n_tasks is 1,
                     // they do something more efficient than spinning (?)
                     params.type = GGML_TASK_TYPE_COMPUTE;
-                    ggml_compute_forward(&params, node);
+                    ggml_compute_forward(&params, node, state);
 
                     if (GGML_OP_HAS_FINALIZE[node->op]) {
                         params.type = GGML_TASK_TYPE_FINALIZE;
-                        ggml_compute_forward(&params, node);
+                        ggml_compute_forward(&params, node, state);
                     }
 
                     ggml_graph_compute_perf_stats_node(node, state->shared);
@@ -19702,7 +19448,7 @@ static thread_ret_t ggml_graph_compute_thread(void * data) {
 
         if (state->ith < n_tasks) {
             if (GGML_OP_HAS_INIT[node->op]) {
-                ggml_compute_forward(&params, node);
+                ggml_compute_forward(&params, node, state);
             }
         }
 
@@ -19723,7 +19469,7 @@ static thread_ret_t ggml_graph_compute_thread(void * data) {
 
         if (state->ith < n_tasks) {
             params.type = GGML_TASK_TYPE_COMPUTE;
-            ggml_compute_forward(&params, node);
+            ggml_compute_forward(&params, node, state);
         }
 
         if (atomic_fetch_sub(&state->shared->n_active, 1) == 1) {
@@ -19874,39 +19620,11 @@ struct ggml_cplan ggml_graph_plan(const struct ggml_cgraph * cgraph, int n_threa
                     cur += sizeof(ggml_fp16_t)*ne00*ne01*ne02*ne03;
                     cur += sizeof(ggml_fp16_t)*ne10*ne11*ne12;
                 } break;
-            case GGML_OP_FLASH_ATTN:
-                {
-                    const int64_t ne11 = ggml_up(node->src[1]->ne[1], GGML_SOFT_MAX_UNROLL);
-
-                    if (node->src[1]->type == GGML_TYPE_F32) {
-                        cur  = sizeof(float)*ne11*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*ne11*n_tasks; // this is overestimated by x2
-                    } else if (node->src[1]->type == GGML_TYPE_F16) {
-                        cur  = sizeof(float)*ne11*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*ne11*n_tasks; // this is overestimated by x2
-                    } else if (node->src[1]->type == GGML_TYPE_BF16) {
-                        cur  = sizeof(float)*ne11*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*ne11*n_tasks; // this is overestimated by x2
-                    }
-                } break;
             case GGML_OP_FLASH_ATTN_EXT:
                 {
                     const int64_t ne00 = node->src[0]->ne[0]; // D
 
-                    cur = 2*sizeof(float)*ne00*n_tasks; // 2x head size
-                } break;
-            case GGML_OP_FLASH_FF:
-                {
-                    if (node->src[1]->type == GGML_TYPE_F32) {
-                        cur  = sizeof(float)*node->src[1]->ne[1]*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*node->src[1]->ne[1]*n_tasks; // this is overestimated by x2
-                    } else if (node->src[1]->type == GGML_TYPE_F16) {
-                        cur  = sizeof(float)*node->src[1]->ne[1]*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*node->src[1]->ne[1]*n_tasks; // this is overestimated by x2
-                    } else if (node->src[1]->type == GGML_TYPE_BF16) {
-                        cur  = sizeof(float)*node->src[1]->ne[1]*n_tasks; // TODO: this can become (n_tasks-1)
-                        cur += sizeof(float)*node->src[1]->ne[1]*n_tasks; // this is overestimated by x2
-                    }
+                    cur = 3*sizeof(float)*ne00*n_tasks; // 3x head size/thread
                 } break;
             case GGML_OP_FLASH_ATTN_BACK:
                 {
@@ -19974,6 +19692,7 @@ enum ggml_status ggml_graph_compute(struct ggml_cgraph * cgraph, struct ggml_cpl
         /*.node_task               =*/ GGML_TASK_TYPE_FINALIZE,
         /*.abort_callback          =*/ NULL,
         /*.abort_callback_data     =*/ NULL,
+        /*.current_chunk;          =*/ 0,
     };
     struct ggml_compute_state * workers = alloca(sizeof(struct ggml_compute_state)*n_threads);
 
@@ -21747,11 +21466,7 @@ size_t ggml_quantize_chunk(
         case GGML_TYPE_IQ1_S:   result = quantize_iq1_s  (src + start, (char *) dst + start_row * row_size, nrows, n_per_row, imatrix); break;
         case GGML_TYPE_IQ1_M:   result = quantize_iq1_m  (src + start, (char *) dst + start_row * row_size, nrows, n_per_row, imatrix); break;
         case GGML_TYPE_IQ4_NL:  result = quantize_iq4_nl (src + start, (char *) dst + start_row * row_size, nrows, n_per_row, imatrix); break;
-#if QK_K == 64
-        case GGML_TYPE_IQ4_XS:  result = quantize_iq4_nl (src + start, (char *) dst + start_row * row_size, nrows, n_per_row, imatrix); break;
-#else
         case GGML_TYPE_IQ4_XS:  result = quantize_iq4_xs (src + start, (char *) dst + start_row * row_size, nrows, n_per_row, imatrix); break;
-#endif
         case GGML_TYPE_F16:
             {
                 size_t elemsize = sizeof(ggml_fp16_t);
@@ -23028,6 +22743,14 @@ int ggml_cpu_has_avx512_vnni(void) {
 #endif
 }
 
+int ggml_cpu_has_avx512_bf16(void) {
+#if defined(__AVX512BF16__)
+    return 1;
+#else
+    return 0;
+#endif
+}
+
 int ggml_cpu_has_fma(void) {
 #if defined(__FMA__)
     return 1;
@@ -23044,6 +22767,16 @@ int ggml_cpu_has_neon(void) {
 #endif
 }
 
+int ggml_cpu_has_sve(void) {
+#if defined(__ARM_FEATURE_SVE)
+    // TODO: Currently, SVE 256 bit is only supported.
+    GGML_ASSERT(svcntb() == QK8_0);
+    return 1;
+#else
+    return 0;
+#endif
+}
+
 int ggml_cpu_has_arm_fma(void) {
 #if defined(__ARM_FEATURE_FMA)
     return 1;
@@ -23132,6 +22865,14 @@ int ggml_cpu_has_sycl(void) {
 #endif
 }
 
+int ggml_cpu_has_rpc(void) {
+#if defined(GGML_USE_RPC)
+    return 1;
+#else
+    return 0;
+#endif
+}
+
 int ggml_cpu_has_gpublas(void) {
     return ggml_cpu_has_cuda() || ggml_cpu_has_clblast() || ggml_cpu_has_vulkan() || ggml_cpu_has_kompute() ||
            ggml_cpu_has_sycl();
diff --git a/ggml.h b/ggml.h
index fe6053822..f38699698 100644
--- a/ggml.h
+++ b/ggml.h
@@ -468,7 +468,6 @@ extern "C" {
         GGML_OP_SOFT_MAX_BACK,
         GGML_OP_ROPE,
         GGML_OP_ROPE_BACK,
-        GGML_OP_ALIBI,
         GGML_OP_CLAMP,
         GGML_OP_CONV_TRANSPOSE_1D,
         GGML_OP_IM2COL,
@@ -482,9 +481,7 @@ extern "C" {
         GGML_OP_ARGSORT,
         GGML_OP_LEAKY_RELU,
 
-        GGML_OP_FLASH_ATTN,
         GGML_OP_FLASH_ATTN_EXT,
-        GGML_OP_FLASH_FF,
         GGML_OP_FLASH_ATTN_BACK,
         GGML_OP_SSM_CONV,
         GGML_OP_SSM_SCAN,
@@ -520,6 +517,7 @@ extern "C" {
         GGML_UNARY_OP_TANH,
         GGML_UNARY_OP_ELU,
         GGML_UNARY_OP_RELU,
+        GGML_UNARY_OP_SIGMOID,
         GGML_UNARY_OP_GELU,
         GGML_UNARY_OP_GELU_QUICK,
         GGML_UNARY_OP_SILU,
@@ -565,7 +563,8 @@ extern "C" {
     // n-dimensional tensor
     struct ggml_tensor {
         enum ggml_type         type;
-        enum ggml_backend_type backend;
+
+        GGML_DEPRECATED(enum ggml_backend_type backend, "use the buffer type to find the storage location of the tensor");
 
         struct ggml_backend_buffer * buffer;
 
@@ -757,7 +756,6 @@ extern "C" {
     GGML_API enum ggml_type ggml_ftype_to_ggml_type(enum ggml_ftype ftype);
 
     GGML_API GGML_CALL bool ggml_is_transposed(const struct ggml_tensor * tensor);
-    GGML_API GGML_CALL bool ggml_is_contiguous(const struct ggml_tensor * tensor);
     GGML_API GGML_CALL bool ggml_is_permuted  (const struct ggml_tensor * tensor);
     GGML_API GGML_CALL bool ggml_is_empty     (const struct ggml_tensor * tensor);
     GGML_API           bool ggml_is_scalar    (const struct ggml_tensor * tensor);
@@ -766,7 +764,13 @@ extern "C" {
     GGML_API           bool ggml_is_3d        (const struct ggml_tensor * tensor);
     GGML_API           int  ggml_n_dims       (const struct ggml_tensor * tensor); // returns 1 for scalars
 
-    GGML_API bool ggml_are_same_shape(const struct ggml_tensor * t0, const struct ggml_tensor * t1);
+    GGML_API GGML_CALL bool ggml_is_contiguous  (const struct ggml_tensor * tensor);
+    GGML_API GGML_CALL bool ggml_is_contiguous_0(const struct ggml_tensor * tensor); // same as ggml_is_contiguous()
+    GGML_API GGML_CALL bool ggml_is_contiguous_1(const struct ggml_tensor * tensor); // contiguous for dims >= 1
+    GGML_API GGML_CALL bool ggml_is_contiguous_2(const struct ggml_tensor * tensor); // contiguous for dims >= 2
+
+    GGML_API bool ggml_are_same_shape (const struct ggml_tensor * t0, const struct ggml_tensor * t1);
+    GGML_API bool ggml_are_same_stride(const struct ggml_tensor * t0, const struct ggml_tensor * t1);
 
     // use this to compute the memory overhead of a tensor
     GGML_API size_t ggml_tensor_overhead(void);
@@ -1007,12 +1011,13 @@ extern "C" {
             struct ggml_tensor  * a,
             struct ggml_tensor  * b);
 
-    // concat a and b on dim 2
+    // concat a and b along dim
     // used in stable-diffusion
     GGML_API struct ggml_tensor * ggml_concat(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
-            struct ggml_tensor  * b);
+            struct ggml_tensor  * b,
+            int                   dim);
 
     GGML_API struct ggml_tensor * ggml_abs(
             struct ggml_context * ctx,
@@ -1074,6 +1079,14 @@ extern "C" {
             struct ggml_context * ctx,
             struct ggml_tensor  * a);
 
+    GGML_API struct ggml_tensor * ggml_sigmoid(
+            struct ggml_context * ctx,
+            struct ggml_tensor  * a);
+
+    GGML_API struct ggml_tensor * ggml_sigmoid_inplace(
+            struct ggml_context * ctx,
+            struct ggml_tensor  * a);
+
     GGML_API struct ggml_tensor * ggml_gelu(
             struct ggml_context * ctx,
             struct ggml_tensor  * a);
@@ -1428,15 +1441,13 @@ extern "C" {
             struct ggml_context * ctx,
             struct ggml_tensor  * a);
 
-    // fused soft_max(a*scale + mask + pos[i]*(ALiBi slope))
+    // fused soft_max(a*scale + mask*(ALiBi slope))
     // mask is optional
-    // pos is required when max_bias > 0.0f
     // max_bias = 0.0f for no ALiBi
     GGML_API struct ggml_tensor * ggml_soft_max_ext(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             struct ggml_tensor  * mask,
-            struct ggml_tensor  * pos,
             float                 scale,
             float                 max_bias);
 
@@ -1452,11 +1463,12 @@ extern "C" {
             struct ggml_tensor  * b);
 
     // rotary position embedding
-    // if mode & 1 == 1, skip n_past elements (DEPRECATED)
+    // if mode & 1 == 1, skip n_past elements (NOT SUPPORTED)
     // if mode & 2 == 1, GPT-NeoX style
     // if mode & 4 == 1, ChatGLM style
     //
     // b is an int32 vector with size a->ne[2], it contains the positions
+    // c is freq factors (e.g. phi3-128k), (optional)
     GGML_API struct ggml_tensor * ggml_rope(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
@@ -1475,10 +1487,11 @@ extern "C" {
             int                   n_ctx);
 
     // custom RoPE
-    GGML_API struct ggml_tensor * ggml_rope_custom(
+    GGML_API struct ggml_tensor * ggml_rope_ext(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             struct ggml_tensor  * b,
+            struct ggml_tensor  * c,
             int                   n_dims,
             int                   mode,
             int                   n_ctx,
@@ -1491,7 +1504,23 @@ extern "C" {
             float                 beta_slow);
 
     // in-place, returns view(a)
-    GGML_API struct ggml_tensor * ggml_rope_custom_inplace(
+    GGML_API struct ggml_tensor * ggml_rope_ext_inplace(
+            struct ggml_context * ctx,
+            struct ggml_tensor  * a,
+            struct ggml_tensor  * b,
+            struct ggml_tensor  * c,
+            int                   n_dims,
+            int                   mode,
+            int                   n_ctx,
+            int                   n_orig_ctx,
+            float                 freq_base,
+            float                 freq_scale,
+            float                 ext_factor,
+            float                 attn_factor,
+            float                 beta_fast,
+            float                 beta_slow);
+
+    GGML_DEPRECATED(GGML_API struct ggml_tensor * ggml_rope_custom(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             struct ggml_tensor  * b,
@@ -1504,20 +1533,36 @@ extern "C" {
             float                 ext_factor,
             float                 attn_factor,
             float                 beta_fast,
-            float                 beta_slow);
+            float                 beta_slow),
+        "use ggml_rope_ext instead");
 
-    // compute correction dims for YaRN RoPE scaling
-    GGML_CALL void ggml_rope_yarn_corr_dims(
-        int n_dims, int n_orig_ctx, float freq_base, float beta_fast, float beta_slow, float dims[2]);
-
-    // xPos RoPE, in-place, returns view(a)
-    GGML_API struct ggml_tensor * ggml_rope_xpos_inplace(
+    GGML_DEPRECATED(GGML_API struct ggml_tensor * ggml_rope_custom_inplace(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             struct ggml_tensor  * b,
             int                   n_dims,
-            float                 base,
-            bool                  down);
+            int                   mode,
+            int                   n_ctx,
+            int                   n_orig_ctx,
+            float                 freq_base,
+            float                 freq_scale,
+            float                 ext_factor,
+            float                 attn_factor,
+            float                 beta_fast,
+            float                 beta_slow),
+        "use ggml_rope_ext_inplace instead");
+
+    struct ggml_tensor * ggml_rope_xpos_inplace(
+        struct ggml_context * ctx,
+        struct ggml_tensor  * a,
+        struct ggml_tensor  * b,
+        int                   n_dims,
+        float                 base,
+        bool                  down);
+
+    // compute correction dims for YaRN RoPE scaling
+    GGML_CALL void ggml_rope_yarn_corr_dims(
+        int n_dims, int n_orig_ctx, float freq_base, float beta_fast, float beta_slow, float dims[2]);
 
     // rotary position embedding backward, i.e compute dx from dy
     // a - dy
@@ -1525,6 +1570,7 @@ extern "C" {
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             struct ggml_tensor  * b,
+            struct ggml_tensor  * c,
             int                   n_dims,
             int                   mode,
             int                   n_ctx,
@@ -1538,16 +1584,6 @@ extern "C" {
             float                 xpos_base,
             bool                  xpos_down);
 
-    // alibi position embedding
-    // in-place, returns view(a)
-    GGML_DEPRECATED(GGML_API struct ggml_tensor * ggml_alibi(
-            struct ggml_context * ctx,
-            struct ggml_tensor  * a,
-            int                   n_past,
-            int                   n_head,
-            float                 bias_max),
-        "use ggml_soft_max_ext instead (will be removed in Mar 2024)");
-
     // clamp
     // in-place, returns view(a)
     GGML_API struct ggml_tensor * ggml_clamp(
@@ -1677,12 +1713,24 @@ extern "C" {
             float                 p1);
 
     // nearest interpolate
+    // multiplies ne0 and ne1 by scale factor
     // used in stable-diffusion
     GGML_API struct ggml_tensor * ggml_upscale(
             struct ggml_context * ctx,
             struct ggml_tensor  * a,
             int                   scale_factor);
 
+    // nearest interpolate
+    // nearest interpolate to specified dimensions
+    // used in tortoise.cpp
+    GGML_API struct ggml_tensor * ggml_upscale_ext(
+            struct ggml_context * ctx,
+            struct ggml_tensor  * a,
+            int                   ne0,
+            int                   ne1,
+            int                   ne2,
+            int                   ne3);
+
     // pad each dimension with zeros: [x, ..., x] -> [x, ..., x, 0, ..., 0]
     GGML_API struct ggml_tensor * ggml_pad(
             struct ggml_context * ctx,
@@ -1724,13 +1772,6 @@ extern "C" {
             struct ggml_tensor  * a,
             int                   k);
 
-    GGML_API struct ggml_tensor * ggml_flash_attn(
-            struct ggml_context * ctx,
-            struct ggml_tensor  * q,
-            struct ggml_tensor  * k,
-            struct ggml_tensor  * v,
-            bool                  masked);
-
 #define GGML_KQ_MASK_PAD 32
 
     // q:    [n_embd, n_batch,     n_head,    1]
@@ -1744,12 +1785,14 @@ extern "C" {
             struct ggml_tensor  * k,
             struct ggml_tensor  * v,
             struct ggml_tensor  * mask,
-            float                 scale);
+            float                 scale,
+            float                 max_bias);
 
     GGML_API void ggml_flash_attn_ext_set_prec(
             struct ggml_tensor * a,
             enum ggml_prec       prec);
 
+    // TODO: needs to be adapted to ggml_flash_attn_ext
     GGML_API struct ggml_tensor * ggml_flash_attn_back(
            struct ggml_context * ctx,
            struct ggml_tensor  * q,
@@ -1758,14 +1801,6 @@ extern "C" {
            struct ggml_tensor  * d,
            bool                  masked);
 
-    GGML_API struct ggml_tensor * ggml_flash_ff(
-            struct ggml_context * ctx,
-            struct ggml_tensor  * a,
-            struct ggml_tensor  * b0,
-            struct ggml_tensor  * b1,
-            struct ggml_tensor  * c0,
-            struct ggml_tensor  * c1);
-
     GGML_API struct ggml_tensor * ggml_ssm_conv(
             struct ggml_context * ctx,
             struct ggml_tensor  * s,
@@ -2379,8 +2414,10 @@ extern "C" {
     GGML_API int ggml_cpu_has_avx512     (void);
     GGML_API int ggml_cpu_has_avx512_vbmi(void);
     GGML_API int ggml_cpu_has_avx512_vnni(void);
+    GGML_API int ggml_cpu_has_avx512_bf16(void);
     GGML_API int ggml_cpu_has_fma        (void);
     GGML_API int ggml_cpu_has_neon       (void);
+    GGML_API int ggml_cpu_has_sve        (void);
     GGML_API int ggml_cpu_has_arm_fma    (void);
     GGML_API int ggml_cpu_has_metal      (void);
     GGML_API int ggml_cpu_has_f16c       (void);
@@ -2395,6 +2432,7 @@ extern "C" {
     GGML_API int ggml_cpu_has_sse3       (void);
     GGML_API int ggml_cpu_has_ssse3      (void);
     GGML_API int ggml_cpu_has_sycl       (void);
+    GGML_API int ggml_cpu_has_rpc        (void);
     GGML_API int ggml_cpu_has_vsx        (void);
     GGML_API int ggml_cpu_has_matmul_int8(void);
 
diff --git a/ggml_vk_generate_shaders.py b/ggml_vk_generate_shaders.py
index 1d9a0cc82..7c85ca7ba 100644
--- a/ggml_vk_generate_shaders.py
+++ b/ggml_vk_generate_shaders.py
@@ -167,47 +167,54 @@ struct block_q6_K
 
 # Dequant functions
 shader_float_dequant_func = """
-#define DEQUANT_FUNC vec2 v = vec2(ib, ib);  // data_a[ib], data_a[ib + 1]);
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    return vec2(data_a[a_offset + ib], data_a[a_offset + ib + 1]);
+}
 """
 
 shader_q4_0_dequant_func = """
-#define DEQUANT_FUNC const float d = float(data_a[ib].d); \
-const uint vui = uint(data_a[ib].qs[iqs]); \
-vec2 v = vec2(vui & 0xF, vui >> 4); \
-v = (v - 8.0f)*d;
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return (vec2(vui & 0xF, vui >> 4) - 8.0f) * d;
+}
 """
 
 shader_q4_1_dequant_func = """
-#define DEQUANT_FUNC const float d = float(data_a[ib].d); \
-const float m = float(data_a[ib].m); \
-const uint vui = uint(data_a[ib].qs[iqs]); \
-vec2 v = vec2(vui & 0xF, vui >> 4); \
-v = v*d + m;
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const float m = float(data_a[a_offset + ib].m);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return vec2(vui & 0xF, vui >> 4) * d + m;
+}
 """
 
 shader_q5_0_dequant_func = """
-#define DEQUANT_FUNC const float d = float(data_a[ib].d); \
-const uint uint_qh = uint(data_a[ib].qh[1]) << 16 | data_a[ib].qh[0]; \
-const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10); \
-const uint vui = uint(data_a[ib].qs[iqs]); \
-vec2 v = vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y); \
-v = (v - 16.0f) * d;
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const uint uint_qh = uint(data_a[a_offset + ib].qh[1]) << 16 | data_a[a_offset + ib].qh[0];
+    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return (vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) - 16.0f) * d;
+}
 """
 
 shader_q5_1_dequant_func = """
-#define DEQUANT_FUNC const float d = float(data_a[ib].d); \
-const float m = float(data_a[ib].m); \
-const uint uint_qh = data_a[ib].qh; \
-const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10); \
-const uint vui = uint(data_a[ib].qs[iqs]); \
-vec2 v = vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y); \
-v = v*d + m;
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const float m = float(data_a[a_offset + ib].m);
+    const uint uint_qh = data_a[a_offset + ib].qh;
+    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) * d + m;
+}
 """
 
 shader_q8_0_dequant_func = """
-#define DEQUANT_FUNC const float d = float(data_a[ib].d); \
-vec2 v = vec2(int(data_a[ib].qs[iqs]), int(data_a[ib].qs[iqs + 1])); \
-v = v * d;
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    return vec2(int(data_a[a_offset + ib].qs[iqs]), int(data_a[a_offset + ib].qs[iqs + 1])) * d;
+}
 """
 
 # MULMAT
@@ -217,6 +224,15 @@ mulmat_head = """#version 450
 #extension GL_EXT_control_flow_attributes : enable
 #extension GL_EXT_shader_16bit_storage : require
 
+#ifdef MUL_MAT_ID
+#extension GL_EXT_buffer_reference2 : require
+#extension GL_EXT_nonuniform_qualifier : require
+#extension GL_EXT_scalar_block_layout : require
+#extension GL_EXT_shader_explicit_arithmetic_types_int8 : require
+
+#define EXPERT_COUNT 8
+#endif
+
 #ifndef LOAD_VEC_A
 #define LOAD_VEC_A 1
 #endif
@@ -232,6 +248,10 @@ layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
 layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
 layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
 
+#ifdef MUL_MAT_ID
+layout (binding = 3) readonly buffer IDS {int data_ids[];};
+#endif
+
 layout (push_constant) uniform parameter
 {
     uint M;
@@ -250,6 +270,21 @@ layout (push_constant) uniform parameter
     uint batch_stride_a;
     uint batch_stride_b;
     uint batch_stride_d;
+
+#ifdef MUL_MAT_ID
+    uint expert_stride_a;
+    uint expert_stride_b0;
+    uint expert_stride_b1;
+    uint expert_stride_d;
+
+    uint ids_stride;
+
+    uint n_as;
+    uint nei0;
+    uint nei1;
+    uint nbi1;
+    uint ne11;
+#endif
 } p;
 
 layout (constant_id = 1) const uint BM = 64;
@@ -265,9 +300,20 @@ layout (constant_id = 9) const uint WARP = 32;
 shared FLOAT_TYPE buf_a[BM * (BK+1)];
 shared FLOAT_TYPE buf_b[BN * (BK+1)];
 
+#ifdef MUL_MAT_ID
+shared u8vec2 rowids[2048];
+#endif
+
 void main() {
-    const uint i13 = gl_GlobalInvocationID.z / p.ne12;
-    const uint i12 = gl_GlobalInvocationID.z % p.ne12;
+#ifdef MUL_MAT_ID
+    const uint batch_idx = gl_GlobalInvocationID.z / p.n_as;
+    const uint expert_idx = gl_GlobalInvocationID.z % p.n_as;
+#else
+    const uint batch_idx = gl_GlobalInvocationID.z;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
 
     const uint i03 = i13 / p.broadcast3;
     const uint i02 = i12 / p.broadcast2;
@@ -299,11 +345,35 @@ void main() {
     const uint loadstride_a = gl_WorkGroupSize.x * LOAD_VEC_A / BK;
     const uint loadstride_b = gl_WorkGroupSize.x * LOAD_VEC_B / BK;
 
+#ifdef MUL_MAT_ID
+    uint _ne1 = 0;
+    for (uint ii1 = 0; ii1 < p.nei1; ii1++) {
+        for (uint ii0 = 0; ii0 < p.nei0; ii0++) {
+            if (data_ids[ii1*p.nbi1 + ii0] == expert_idx) {
+                rowids[_ne1] = u8vec2(ii0, ii1);
+                _ne1++;
+            }
+        }
+    }
+
+    const u8vec2 id = rowids[ir * BN + ic];
+#endif
+
     const uint start_k = ik * p.k_split;
     const uint end_k = min(p.K, (ik + 1) * p.k_split);
 
-    uint pos_a = (batch_idx_a * p.batch_stride_a + ir * BM * p.stride_a + start_k) / LOAD_VEC_A;
-    uint pos_b = (gl_GlobalInvocationID.z * p.batch_stride_b + ic * BN * p.stride_b + start_k) / LOAD_VEC_B;
+    uint pos_a = (
+#ifdef MUL_MAT_ID
+        expert_idx * p.expert_stride_a +
+#endif
+        batch_idx_a * p.batch_stride_a + ir * BM * p.stride_a + start_k) / LOAD_VEC_A;
+    uint pos_b = (
+#ifdef MUL_MAT_ID
+        id.y * p.expert_stride_b1 +
+        (id.x % p.ne11) * p.expert_stride_b0 +
+#endif
+        batch_idx * p.batch_stride_b +
+        ic * BN * p.stride_b + start_k) / LOAD_VEC_B;
 
     float sums[WMITER * TM * WNITER * TN];
     FLOAT_TYPE cache_a[WMITER * TM];
@@ -611,7 +681,11 @@ mulmat_body2 = """
     const uint dr = ir * BM + warp_r * WM;
     const uint dc = ic * BN + warp_c * WN;
 
-    const uint offsets = gl_GlobalInvocationID.z * p.batch_stride_d + ik * p.batch_stride_d * gl_NumWorkGroups.z;
+    const uint offsets =
+#ifdef MUL_MAT_ID
+            expert_idx * p.expert_stride_d +
+#endif
+            batch_idx * p.batch_stride_d + ik * p.batch_stride_d * gl_NumWorkGroups.z;
 
     [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
         [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
@@ -1077,21 +1151,54 @@ mul_mat_vec_head = """#version 450
 #extension GL_EXT_shader_16bit_storage : require
 #extension GL_EXT_shader_8bit_storage : require
 
+#ifdef MUL_MAT_ID
+#define EXPERT_COUNT 8
+#endif
+"""
+
+
+mul_mat_vec_layout = """
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+#ifdef MUL_MAT_ID
+layout (binding = 3) readonly buffer IDS {int data_ids[];};
+#endif
+
 layout (push_constant) uniform parameter
 {
     uint ncols;
-    uint b_offset;
-    uint d_offset;
+    uint stride_a;
+    uint stride_b;
+    uint stride_d;
+
+    uint ne02;
+    uint ne12;
+    uint broadcast2;
+    uint broadcast3;
+
+    uint batch_stride_a;
+    uint batch_stride_b;
+    uint batch_stride_d;
+
+#ifdef MUL_MAT_ID
+    uint expert_stride_a;
+    uint expert_stride_b0;
+    uint expert_stride_b1;
+    uint expert_stride_d0;
+    uint expert_stride_d1;
+
+    uint ne11;
+    uint nei0;
+    uint nbi1;
+    uint n_as;
+#endif
 } p;
 """
 
 mul_mat_vec_body = """
 layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 layout (constant_id = 0) const uint BLOCK_SIZE = 32;
 
 shared FLOAT_TYPE tmp[BLOCK_SIZE];
@@ -1099,6 +1206,41 @@ shared FLOAT_TYPE tmp[BLOCK_SIZE];
 void main() {
     const uint row = gl_WorkGroupID.x;
     const uint tid = gl_LocalInvocationID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
 
@@ -1110,11 +1252,11 @@ void main() {
         const uint iqs = (col%QUANT_K)/QUANT_R; // quant index
         const uint iybs = col - col%QUANT_K; // y block start index
 
-        DEQUANT_FUNC
+        vec2 v = dequantize(ib, iqs, a_offset / QUANT_K);
 
         // matrix multiplication
-        tmp[tid] += FLOAT_TYPE(v.x) * FLOAT_TYPE(data_b[p.b_offset + iybs + iqs + 0]) +
-                    FLOAT_TYPE(v.y) * FLOAT_TYPE(data_b[p.b_offset + iybs + iqs + y_offset]);
+        tmp[tid] += FLOAT_TYPE(v.x) * FLOAT_TYPE(data_b[b_offset + iybs + iqs]) +
+                    FLOAT_TYPE(v.y) * FLOAT_TYPE(data_b[b_offset + iybs + iqs + y_offset]);
     }
 
     // sum up partial sums and write back result
@@ -1126,7 +1268,7 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
@@ -1135,17 +1277,48 @@ void main() {
 mul_mat_vec_q2_K_body = """
 layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 shared FLOAT_TYPE tmp[32];
 
 void main() {
     const uint row = gl_WorkGroupID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = row*num_blocks_per_row;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
 
     const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
     const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
@@ -1171,22 +1344,22 @@ void main() {
         FLOAT_TYPE sum1 = FLOAT_TYPE(0.0);
         FLOAT_TYPE sum2 = FLOAT_TYPE(0.0);
         for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            sum1 += FLOAT_TYPE(data_b[p.b_offset + y_idx + l +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 0) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 0) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 2) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 2) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 4) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 4) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 6) & 3)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 6) & 3);
-            sum2 += FLOAT_TYPE(data_b[p.b_offset + y_idx + l +  0]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 0] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 16]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 1] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 32]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 2] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 48]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 3] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 64]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 4] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 80]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 5] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 96]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 6] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[p.b_offset + y_idx + l +112]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 7] >> 4) & 0xF);
+            sum1 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 0) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 0) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 2) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 2) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 4) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 4) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 6) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 6) & 3);
+            sum2 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 0] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 1] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 2] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 3] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 4] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 5] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 6] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 7] >> 4) & 0xF);
         }
         tmp[16 * ix + tid] += dall * sum1 - dmin * sum2;
     }
@@ -1200,24 +1373,55 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
 mul_mat_vec_q3_K_body = """
 layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 shared FLOAT_TYPE tmp[32];
 
 void main() {
     const uint row = gl_WorkGroupID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = row*num_blocks_per_row;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
 
     const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
     const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
@@ -1244,14 +1448,14 @@ void main() {
 
         FLOAT_TYPE sum = FLOAT_TYPE(0.0);
         for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            sum += FLOAT_TYPE(data_b[p.b_offset + y_idx + l +  0]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[0] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 0)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 32]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[2] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 1)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 64]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[4] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 2)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 96]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[6] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 3)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 16]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[1] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 0)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 48]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[3] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 1)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l + 80]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[5] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 2)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l +112]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[7] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 3)) != 0) ? 0 : 4));
+            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[0] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 0)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[2] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 1)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[4] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 2)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[6] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 3)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[1] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 0)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[3] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 1)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[5] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 2)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[7] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 3)) != 0) ? 0 : 4));
         }
         tmp[16 * ix + tid] += d * sum;
     }
@@ -1265,24 +1469,55 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
 mul_mat_vec_q4_K_body = """
 layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 shared FLOAT_TYPE tmp[32];
 
 void main() {
     const uint row = gl_WorkGroupID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = row*num_blocks_per_row;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
 
     const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
     const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
@@ -1336,15 +1571,15 @@ void main() {
         const uint8_t q4_14 = uint8_t(data_a[ib0 + i].qs[q_offset + 66]  >> 4);
         const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 67]  >> 4);
 
-        const FLOAT_TYPE sx = FLOAT_TYPE(data_b[p.b_offset + y1_idx] * q4_0 + data_b[p.b_offset + y1_idx + 1] * q4_1 + data_b[p.b_offset + y1_idx + 2] * q4_2 + data_b[p.b_offset + y1_idx + 3] * q4_3);
-        const FLOAT_TYPE sy = FLOAT_TYPE(data_b[p.b_offset + y1_idx + 32] * q4_4 + data_b[p.b_offset + y1_idx + 33] * q4_5 + data_b[p.b_offset + y1_idx + 34] * q4_6 + data_b[p.b_offset + y1_idx + 35] * q4_7);
-        const FLOAT_TYPE sz = FLOAT_TYPE(data_b[p.b_offset + y2_idx] * q4_8 + data_b[p.b_offset + y2_idx + 1] * q4_9 + data_b[p.b_offset + y2_idx + 2] * q4_10 + data_b[p.b_offset + y2_idx + 3] * q4_11);
-        const FLOAT_TYPE sw = FLOAT_TYPE(data_b[p.b_offset + y2_idx + 32] * q4_12 + data_b[p.b_offset + y2_idx + 33] * q4_13 + data_b[p.b_offset + y2_idx + 34] * q4_14 + data_b[p.b_offset + y2_idx + 35] * q4_15);
+        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx]) * q4_0 + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * q4_1 + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * q4_2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * q4_3);
+        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_4 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_5 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * q4_7);
+        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx]) * q4_8 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * q4_9 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * q4_10 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * q4_11);
+        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_12 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_13 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * q4_14 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * q4_15);
         const FLOAT_TYPE smin = FLOAT_TYPE(
-            data_b[p.b_offset + y1_idx    ] * sc2 + data_b[p.b_offset + y1_idx + 32] * sc3 + data_b[p.b_offset + y2_idx    ] * sc6 + data_b[p.b_offset + y2_idx + 32] * sc7
-          + data_b[p.b_offset + y1_idx + 1] * sc2 + data_b[p.b_offset + y1_idx + 33] * sc3 + data_b[p.b_offset + y2_idx + 1] * sc6 + data_b[p.b_offset + y2_idx + 33] * sc7
-          + data_b[p.b_offset + y1_idx + 2] * sc2 + data_b[p.b_offset + y1_idx + 34] * sc3 + data_b[p.b_offset + y2_idx + 2] * sc6 + data_b[p.b_offset + y2_idx + 34] * sc7
-          + data_b[p.b_offset + y1_idx + 3] * sc2 + data_b[p.b_offset + y1_idx + 35] * sc3 + data_b[p.b_offset + y2_idx + 3] * sc6 + data_b[p.b_offset + y2_idx + 35] * sc7
+            FLOAT_TYPE(data_b[b_offset + y1_idx    ]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx    ]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * sc7
         );
         tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
 #else
@@ -1357,13 +1592,13 @@ void main() {
         const uint8_t q4_6 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
         const uint8_t q4_7 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
 
-        const FLOAT_TYPE sx = FLOAT_TYPE(data_b[p.b_offset + y1_idx     ] * q4_0  + data_b[p.b_offset + y1_idx +  1] * q4_1);
-        const FLOAT_TYPE sy = FLOAT_TYPE(data_b[p.b_offset + y1_idx + 32] * q4_2  + data_b[p.b_offset + y1_idx + 33] * q4_3);
-        const FLOAT_TYPE sz = FLOAT_TYPE(data_b[p.b_offset + y2_idx     ] * q4_4  + data_b[p.b_offset + y2_idx +  1] * q4_5);
-        const FLOAT_TYPE sw = FLOAT_TYPE(data_b[p.b_offset + y2_idx + 32] * q4_6 + data_b[p.b_offset + y2_idx + 33] * q4_7);
+        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * q4_0  + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * q4_1);
+        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_2  + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_3);
+        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * q4_4  + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * q4_5);
+        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_7);
         const FLOAT_TYPE smin = FLOAT_TYPE(
-            data_b[p.b_offset + y1_idx] * sc2 + data_b[p.b_offset + y1_idx + 32] * sc3 + data_b[p.b_offset + y2_idx] * sc6 + data_b[p.b_offset + y2_idx + 32] * sc7
-          + data_b[p.b_offset + y1_idx + 1] * sc2 + data_b[p.b_offset + y1_idx + 33] * sc3 + data_b[p.b_offset + y2_idx + 1] * sc6 + data_b[p.b_offset + y2_idx + 33] * sc7
+            FLOAT_TYPE(data_b[b_offset + y1_idx]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
         );
 
         tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * FLOAT_TYPE(data_a[ib0 + i].scales[v_im] & 0x3f) + sy * FLOAT_TYPE(data_a[ib0 + i].scales[v_im + 1] & 0x3f) + sz * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 4] & 0x0f) | ((data_a[ib0 + i].scales[v_im] & 0xc0) >> 2)) + sw * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 5] & 0x0f) | ((data_a[ib0 + i].scales[v_im + 1] & 0xc0) >> 2))) - dmin * smin);
@@ -1379,24 +1614,55 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
 mul_mat_vec_q5_K_body = """
 layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 shared FLOAT_TYPE tmp[32];
 
 void main() {
     const uint row = gl_WorkGroupID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = row*num_blocks_per_row;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
 
     const uint tid = gl_LocalInvocationID.x/2;  // 0...31 or 0...16
     const uint ix  = gl_LocalInvocationID.x%2;  // 0 or 0, 1
@@ -1450,32 +1716,32 @@ void main() {
         const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 81]  >> 4);
 
         const FLOAT_TYPE sx = FLOAT_TYPE(
-            data_b[p.b_offset + y1_idx     ] * (q4_0 + (((data_a[ib0 + i].qh[l0     ] & hm1) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx +  1] * (q4_1 + (((data_a[ib0 + i].qh[l0 +  1] & hm1) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx + 16] * (q4_2 + (((data_a[ib0 + i].qh[l0 + 16] & hm1) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx + 17] * (q4_3 + (((data_a[ib0 + i].qh[l0 + 17] & hm1) != 0) ? 16 : 0))
+            FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * (q4_0 + (((data_a[ib0 + i].qh[l0     ] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * (q4_1 + (((data_a[ib0 + i].qh[l0 +  1] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) * (q4_2 + (((data_a[ib0 + i].qh[l0 + 16] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 17]) * (q4_3 + (((data_a[ib0 + i].qh[l0 + 17] & hm1) != 0) ? 16 : 0))
         );
         const FLOAT_TYPE sy = FLOAT_TYPE(
-            data_b[p.b_offset + y1_idx + 32] * (q4_4 + (((data_a[ib0 + i].qh[l0     ] & (hm1 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx + 33] * (q4_5 + (((data_a[ib0 + i].qh[l0 +  1] & (hm1 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx + 48] * (q4_6 + (((data_a[ib0 + i].qh[l0 + 16] & (hm1 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y1_idx + 49] * (q4_7 + (((data_a[ib0 + i].qh[l0 + 17] & (hm1 << 1)) != 0) ? 16 : 0))
+            FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * (q4_4 + (((data_a[ib0 + i].qh[l0     ] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * (q4_5 + (((data_a[ib0 + i].qh[l0 +  1] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) * (q4_6 + (((data_a[ib0 + i].qh[l0 + 16] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 49]) * (q4_7 + (((data_a[ib0 + i].qh[l0 + 17] & (hm1 << 1)) != 0) ? 16 : 0))
         );
         const FLOAT_TYPE sz = FLOAT_TYPE(
-            data_b[p.b_offset + y2_idx     ] * (q4_8  + (((data_a[ib0 + i].qh[l0     ] & hm2) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx +  1] * (q4_9  + (((data_a[ib0 + i].qh[l0 +  1] & hm2) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx + 16] * (q4_10 + (((data_a[ib0 + i].qh[l0 + 16] & hm2) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx + 17] * (q4_11 + (((data_a[ib0 + i].qh[l0 + 17] & hm2) != 0) ? 16 : 0))
+            FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * (q4_8  + (((data_a[ib0 + i].qh[l0     ] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * (q4_9  + (((data_a[ib0 + i].qh[l0 +  1] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) * (q4_10 + (((data_a[ib0 + i].qh[l0 + 16] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 17]) * (q4_11 + (((data_a[ib0 + i].qh[l0 + 17] & hm2) != 0) ? 16 : 0))
         );
         const FLOAT_TYPE sw = FLOAT_TYPE(
-            data_b[p.b_offset + y2_idx + 32] * (q4_12 + (((data_a[ib0 + i].qh[l0     ] & (hm2 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx + 33] * (q4_13 + (((data_a[ib0 + i].qh[l0 +  1] & (hm2 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx + 48] * (q4_14 + (((data_a[ib0 + i].qh[l0 + 16] & (hm2 << 1)) != 0) ? 16 : 0))
-          + data_b[p.b_offset + y2_idx + 49] * (q4_15 + (((data_a[ib0 + i].qh[l0 + 17] & (hm2 << 1)) != 0) ? 16 : 0))
+            FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * (q4_12 + (((data_a[ib0 + i].qh[l0     ] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * (q4_13 + (((data_a[ib0 + i].qh[l0 +  1] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) * (q4_14 + (((data_a[ib0 + i].qh[l0 + 16] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 49]) * (q4_15 + (((data_a[ib0 + i].qh[l0 + 17] & (hm2 << 1)) != 0) ? 16 : 0))
         );
         const FLOAT_TYPE smin = FLOAT_TYPE(
-            (data_b[p.b_offset + y1_idx] + data_b[p.b_offset + y1_idx + 1] + data_b[p.b_offset + y1_idx + 16] + data_b[p.b_offset + y1_idx + 17]) * sc2 + (data_b[p.b_offset + y1_idx + 32] + data_b[p.b_offset + y1_idx + 33] + data_b[p.b_offset + y1_idx + 48] + data_b[p.b_offset + y1_idx + 49]) * sc3
-          + (data_b[p.b_offset + y2_idx] + data_b[p.b_offset + y2_idx + 1] + data_b[p.b_offset + y2_idx + 16] + data_b[p.b_offset + y2_idx + 17]) * sc6 + (data_b[p.b_offset + y2_idx + 32] + data_b[p.b_offset + y2_idx + 33] + data_b[p.b_offset + y2_idx + 48] + data_b[p.b_offset + y2_idx + 49]) * sc7
+            (FLOAT_TYPE(data_b[b_offset + y1_idx]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 17])) * sc2 + (FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 49])) * sc3
+          + (FLOAT_TYPE(data_b[b_offset + y2_idx]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 17])) * sc6 + (FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 49])) * sc7
         );
         tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
     }
@@ -1489,25 +1755,55 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
 mul_mat_vec_q6_K_body = """
 layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
 
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
 shared FLOAT_TYPE tmp[32];
 
 void main() {
-    const uint block_size = gl_WorkGroupSize.x;
     const uint row = gl_WorkGroupID.x;
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#ifdef MUL_MAT_ID
+    const uint expert_idx1 = gl_GlobalInvocationID.z / p.nei0;
+    const uint expert_idx0 = gl_GlobalInvocationID.z % p.nei0;
+#endif
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+
+#ifdef MUL_MAT_ID
+    const uint expert_id = data_ids[expert_idx1 * p.nbi1 + expert_idx0];
+#endif
+
+    const uint a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.expert_stride_a +
+#endif
+            batch_idx_a * p.batch_stride_a;
+    const uint b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx0 % p.ne11) * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_b;
+    const uint d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx0 * p.expert_stride_b0 +
+            expert_idx1 * p.expert_stride_b1 +
+#endif
+            batch_idx * p.batch_stride_d;
 
     const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = row*num_blocks_per_row;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
 
     const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
     const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
@@ -1538,22 +1834,22 @@ void main() {
         const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
 
 #if K_QUANTS_PER_ITERATION == 1
-        FLOAT_TYPE sum = FLOAT_TYPE(data_b[p.b_offset + y_idx +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x03) << 4)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x03) << 4)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x0c) << 2)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x0c) << 2)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x30) >> 0)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x30) >> 0)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0xc0) >> 2)) - 32)
-                       + FLOAT_TYPE(data_b[p.b_offset + y_idx +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0xc0) >> 2)) - 32);
+        FLOAT_TYPE sum = FLOAT_TYPE(data_b[b_offset + y_idx +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x03) << 4)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x03) << 4)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x0c) << 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x0c) << 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x30) >> 0)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x30) >> 0)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0xc0) >> 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0xc0) >> 2)) - 32);
         tmp[16 * ix + tid] += sum;
 #else
         FLOAT_TYPE sum = FLOAT_TYPE(0.0);
         [[unroll]] for (int l = 0; l < 4; ++l) {
-            sum += FLOAT_TYPE(data_b[p.b_offset + y_idx + l+ 0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 0) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l+32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 2) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l+64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 4) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[p.b_offset + y_idx + l+96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 6) & 3) << 4)) - 32);
+            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l+ 0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 0) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 2) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 4) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 6) & 3) << 4)) - 32);
         }
         tmp[16 * ix + tid] += sum;
 #endif
@@ -1568,7 +1864,7 @@ void main() {
         barrier();
     }
     if (tid == 0) {
-        dst[p.d_offset + row] = D_TYPE(tmp[0]);
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
     }
 }
 """
@@ -1749,12 +2045,13 @@ layout (push_constant) uniform parameter
     float param1; float param2;
 } p;"""
 
-generic_unary_op_funcs = """
+generic_unary_op_layout = """
 layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
 
 layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};"""
 
+generic_unary_op_funcs = """
 uint src0_idx(uint idx) {
     const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
     const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
@@ -1782,7 +2079,7 @@ void main() {
     }
 """
 
-generic_unary_op_combined = f"{generic_unary_op_head}\n{generic_unary_op_funcs}\n{generic_unary_op_main}"
+generic_unary_op_combined = f"{generic_unary_op_head}\n{generic_unary_op_layout}\n{generic_unary_op_funcs}\n{generic_unary_op_main}"
 
 generic_binary_op_head = """#version 450
 
@@ -1798,13 +2095,14 @@ layout (push_constant) uniform parameter
     float param1; float param2;
 } p;"""
 
-generic_binary_op_funcs = """
+generic_binary_op_layout = """
 layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
 
 layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
 layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};"""
 
+generic_binary_op_funcs = """
 uint src0_idx(uint idx) {
     const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
     const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
@@ -1843,7 +2141,7 @@ void main() {
     }
 """
 
-generic_binary_op_combined = f"{generic_binary_op_head}\n{generic_binary_op_funcs}\n{generic_binary_op_main}"
+generic_binary_op_combined = f"{generic_binary_op_head}\n{generic_binary_op_layout}\n{generic_binary_op_funcs}\n{generic_binary_op_main}"
 
 # MUL F32
 mul_body = """
@@ -1859,7 +2157,7 @@ add_body = """
 
 # SCALE
 scale_body = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) + FLOAT_TYPE(p.param1));
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) * FLOAT_TYPE(p.param1));
 }
 """
 
@@ -1934,7 +2232,7 @@ void main() {
     const uint iybs = i00 - i00%QUANT_K; // dst block start index
     const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
 
-    DEQUANT_FUNC
+    vec2 v = dequantize(ib, iqs, 0);
 
     data_d[d_offset + iybs + iqs           ] = D_TYPE(v.x);
     data_d[d_offset + iybs + iqs + y_offset] = D_TYPE(v.y);
@@ -2033,7 +2331,11 @@ void main() {
     }
 
     const uint i = row*p.ncols + col;
-    data_d[i] = D_TYPE(data_a[i] - float(uint(col > p.n_past + row % p.rows_per_channel) * 0xFFFFFFFF));
+    if (col > p.n_past + row % p.rows_per_channel) {
+        data_d[i] = D_TYPE(uintBitsToFloat(0xFF800000));
+    } else {
+        data_d[i] = D_TYPE(data_a[i]);
+    }
 }
 """
 
@@ -2053,8 +2355,6 @@ void main() {
     const uint row = gl_WorkGroupID.x;
     const uint tid = gl_LocalInvocationID.x;
 
-    const float eps = 1e-5f;
-
     sum[tid] = vec2(0.0f, 0.0f);
 
     [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
@@ -2074,7 +2374,7 @@ void main() {
 
     const float mean = sum[0].x / p.KX;
     const float var = sum[0].y / p.KX - mean * mean;
-    const float inv_std = inversesqrt(var + 1e-5f);
+    const float inv_std = inversesqrt(var + p.param1);
 
     [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
         data_d[row*p.KX + col] = D_TYPE((float(data_a[row*p.KX + col]) - mean) * inv_std);
@@ -2132,7 +2432,6 @@ layout (push_constant) uniform parameter
 {
     uint KX;
     uint KY;
-    uint KZ;
     float scale;
     float max_bias;
     float m0;
@@ -2149,8 +2448,7 @@ layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
 
 layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
 layout (binding = 1) readonly buffer Y {B_TYPE data_b[];};
-layout (binding = 2) readonly buffer Z {C_TYPE data_c[];};
-layout (binding = 3) buffer D {D_TYPE data_d[];};
+layout (binding = 2) buffer D {D_TYPE data_d[];};
 
 shared FLOAT_TYPE vals[BLOCK_SIZE];
 
@@ -2159,7 +2457,7 @@ void main() {
     const uint rowx = gl_WorkGroupID.x;
     const uint rowy = rowx % p.KY;
 
-    float slope = 0.0f;
+    float slope = 1.0f;
 
     // ALiBi
     if (p.max_bias > 0.0f) {
@@ -2172,11 +2470,18 @@ void main() {
     }
 
     // Find max
-    vals[tid] = uintBitsToFloat(0xFF800000);
+    FLOAT_TYPE max_val = uintBitsToFloat(0xFF800000);
 
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
-        vals[tid] = max(vals[tid], FLOAT_TYPE(data_a[rowx * p.KX + col]) * p.scale + (p.KY > 0 ? FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)) + (p.KZ > 0 ? slope * data_c[col] : 0.0f));
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
+        max_val = max(max_val, FLOAT_TYPE(data_a[rowx * p.KX + col]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)));
     }
+    vals[tid] = max_val;
 
     barrier();
     [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
@@ -2186,15 +2491,21 @@ void main() {
         barrier();
     }
 
-    const FLOAT_TYPE max_val = vals[0];
+    max_val = vals[0];
     barrier();
 
     // Sum up values
     vals[tid] = FLOAT_TYPE(0.0f);
 
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
         const uint i = rowx * p.KX + col;
-        const FLOAT_TYPE val = exp(FLOAT_TYPE(data_a[i]) * p.scale + (p.KY > 0 ? FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)) - max_val);
+        const FLOAT_TYPE val = exp(FLOAT_TYPE(data_a[i]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)) - max_val);
         vals[tid] += val;
         data_d[i] = D_TYPE(val);
     }
@@ -2209,7 +2520,13 @@ void main() {
 
     const D_TYPE divisor = D_TYPE(vals[0]);
 
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
         data_d[rowx*p.KX + col] /= divisor;
     }
 }
@@ -2292,7 +2609,8 @@ layout(local_size_x = 1, local_size_y = 256, local_size_z = 1) in;
 
 layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
 layout (binding = 1) readonly buffer Y {int data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+layout (binding = 2) readonly buffer Z {float data_freq_factors[];};
+layout (binding = 3) writeonly buffer D {D_TYPE data_d[];};
 
 layout (push_constant) uniform parameter {
     uint ncols;
@@ -2305,6 +2623,7 @@ layout (push_constant) uniform parameter {
     float corr_dims[4];
     float theta_scale;
     float inv_ndims;
+    uint has_freq_facs;
 } p;
 
 float rope_yarn_ramp(const float low, const float high, const uint i0) {
@@ -2351,13 +2670,12 @@ void main() {
     const uint i  = row*p.ncols + ib*p.ndims + ic/2;
     const uint i2 = row/p.p_delta_rows;
 
-    const float cur_rot = p.inv_ndims * ic - ib;
-
     const int pos = data_b[i2];
-    const float theta_base = pos*p.freq_scale*pow(p.theta_scale, col/2.0f);
+    const float freq_factor = p.has_freq_facs != 0 ? data_freq_factors[ic/2] : 1.0f;
+    const float theta_base = pos*p.freq_scale*pow(p.theta_scale, col/2.0f) / freq_factor;
 
     float cos_theta, sin_theta;
-    rope_yarn(theta_base, uint(cur_rot), cos_theta, sin_theta);
+    rope_yarn(theta_base, ic, cos_theta, sin_theta);
 
     const float x0 = float(data_a[i + 0]);
     const float x1 = float(data_a[i + p.ndims/2]);
@@ -2372,20 +2690,26 @@ argsort_src = """
 
 #extension GL_EXT_shader_16bit_storage : require
 
-layout(local_size_x = 1024, local_size_y = 1, local_size_z = 1) in;
+#define BLOCK_SIZE 1024
+#define ASC 0
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
 
 layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
 layout (binding = 1)          buffer D {int data_d[];};
 
 layout (push_constant) uniform parameter {
     uint ncols;
-    bool ascending;
+    uint ncols_pad;
+    uint order;
 } p;
 
+shared int dst_row[BLOCK_SIZE];
+
 void swap(uint idx0, uint idx1) {
-    int tmp = data_d[idx0];
-    data_d[idx0] = data_d[idx1];
-    data_d[idx1] = tmp;
+    int tmp = dst_row[idx0];
+    dst_row[idx0] = dst_row[idx1];
+    dst_row[idx1] = tmp;
 }
 
 void main() {
@@ -2393,36 +2717,45 @@ void main() {
     const int col = int(gl_LocalInvocationID.x);
     const uint row = gl_WorkGroupID.y;
 
-    if (col >= p.ncols) {
+    if (col >= p.ncols_pad) {
         return;
     }
 
-    const uint a_idx = row * p.ncols;
-    const uint d_idx = row * p.ncols;
+    const uint row_offset = row * p.ncols;
 
     // initialize indices
-    if (col < p.ncols) {
-        data_d[col] = col;
-    }
+    dst_row[col] = col;
     barrier();
 
-    for (uint k = 2; k <= p.ncols; k *= 2) {
+    for (uint k = 2; k <= p.ncols_pad; k *= 2) {
         for (uint j = k / 2; j > 0; j /= 2) {
             const uint ixj = col ^ j;
             if (ixj > col) {
                 if ((col & k) == 0) {
-                    if (p.ascending ? data_a[a_idx + data_d[d_idx + col]] > data_a[a_idx + data_d[d_idx + ixj]] : data_a[a_idx + data_d[d_idx + col]] < data_a[a_idx + data_d[d_idx + ixj]]) {
-                        swap(d_idx + col, d_idx + ixj);
+                    if (dst_row[col] >= p.ncols ||
+                        (dst_row[ixj] < p.ncols && (p.order == ASC ?
+                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]] :
+                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]]))
+                    ) {
+                        swap(col, ixj);
                     }
                 } else {
-                    if (p.ascending ? data_a[a_idx + data_d[d_idx + col]] < data_a[a_idx + data_d[d_idx + ixj]] : data_a[a_idx + data_d[d_idx + col]] > data_a[a_idx + data_d[d_idx + ixj]]) {
-                        swap(d_idx + col, d_idx + ixj);
+                    if (dst_row[ixj] >= p.ncols ||
+                        (dst_row[col] < p.ncols && (p.order == ASC ?
+                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]] :
+                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]]))
+                    ) {
+                        swap(col, ixj);
                     }
                 }
             }
             barrier();
         }
     }
+
+    if (col < p.ncols) {
+        data_d[row_offset + col] = dst_row[col];
+    }
 }
 """
 
@@ -2547,6 +2880,9 @@ async def main():
         tasks.append(string_to_spv("matmul_f32", "".join(stream), {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
         tasks.append(string_to_spv("matmul_f32_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
 
+        tasks.append(string_to_spv("matmul_f32_f16", "".join(stream), {"A_TYPE": "float", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
+        tasks.append(string_to_spv("matmul_f32_f16_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
+
         tasks.append(string_to_spv("matmul_f16", "".join(stream), {"A_TYPE": "float16_t", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
         tasks.append(string_to_spv("matmul_f16_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
 
@@ -2603,6 +2939,68 @@ async def main():
         tasks.append(string_to_spv("matmul_q6_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q6_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
         tasks.append(string_to_spv("matmul_q6_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q6_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
 
+        # MUL_MAT_ID
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_float_type, mulmat_body1, mulmat_load_scalar, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_f32", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # tasks.append(string_to_spv("matmul_id_f16", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float16_t", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_f16_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
+
+        # tasks.append(string_to_spv("matmul_id_f16_f32", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_f16_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_0_defines, mulmat_body1, mulmat_load_q4_0, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q4_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q4_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_1_defines, mulmat_body1, mulmat_load_q4_1, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q4_1_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q4_1_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_0_defines, mulmat_body1, mulmat_load_q5_0, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q5_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q5_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_1_defines, mulmat_body1, mulmat_load_q5_1, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q5_1_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q5_1_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q8_0_defines, mulmat_body1, mulmat_load_q8_0, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q8_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q8_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q8_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q8_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q2_K_defines, mulmat_body1, mulmat_load_q2_K, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q2_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q2_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q2_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q2_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q3_K_defines, mulmat_body1, mulmat_load_q3_K, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q3_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q3_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q3_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q3_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_K_defines, mulmat_body1, mulmat_load_q4_K, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q4_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q4_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_K_defines, mulmat_body1, mulmat_load_q5_K, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q5_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q5_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
+        # stream.clear()
+        # stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q6_K_defines, mulmat_body1, mulmat_load_q6_K, mulmat_body2))
+        # tasks.append(string_to_spv("matmul_id_q6_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q6_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        # tasks.append(string_to_spv("matmul_id_q6_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q6_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
+
     # Shaders where precision is needed, so no fp16 version
 
     # mul mat vec
@@ -2611,31 +3009,34 @@ async def main():
         stream.extend((mul_mat_vec_head, shader_int8_ext, shader_f32))
 
         if i == GGML_TYPE_F16:
-            stream.extend((shader_f16_defines, shader_float_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_f16_defines, mul_mat_vec_layout, shader_float_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q4_0:
-            stream.extend((shader_q4_0_defines, shader_q4_0_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_q4_0_defines, mul_mat_vec_layout, shader_q4_0_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q4_1:
-            stream.extend((shader_q4_1_defines, shader_q4_1_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_q4_1_defines, mul_mat_vec_layout, shader_q4_1_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q5_0:
-            stream.extend((shader_q5_0_defines, shader_q5_0_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_q5_0_defines, mul_mat_vec_layout, shader_q5_0_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q5_1:
-            stream.extend((shader_q5_1_defines, shader_q5_1_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_q5_1_defines, mul_mat_vec_layout, shader_q5_1_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q8_0:
-            stream.extend((shader_q8_0_defines, shader_q8_0_dequant_func, mul_mat_vec_body))
+            stream.extend((shader_q8_0_defines, mul_mat_vec_layout, shader_q8_0_dequant_func, mul_mat_vec_body))
         elif i == GGML_TYPE_Q2_K:
-            stream.extend((shader_q2_K_defines, mul_mat_vec_q2_K_body))
+            stream.extend((shader_q2_K_defines, mul_mat_vec_layout, mul_mat_vec_q2_K_body))
         elif i == GGML_TYPE_Q3_K:
-            stream.extend((shader_q3_K_defines, mul_mat_vec_q3_K_body))
+            stream.extend((shader_q3_K_defines, mul_mat_vec_layout, mul_mat_vec_q3_K_body))
         elif i == GGML_TYPE_Q4_K:
-            stream.extend((shader_q4_K_defines, mul_mat_vec_q4_K_body))
+            stream.extend((shader_q4_K_defines, mul_mat_vec_layout, mul_mat_vec_q4_K_body))
         elif i == GGML_TYPE_Q5_K:
-            stream.extend((shader_q5_K_defines, mul_mat_vec_q5_K_body))
+            stream.extend((shader_q5_K_defines, mul_mat_vec_layout, mul_mat_vec_q5_K_body))
         elif i == GGML_TYPE_Q6_K:
-            stream.extend((shader_q6_K_defines, mul_mat_vec_q6_K_body))
+            stream.extend((shader_q6_K_defines, mul_mat_vec_layout, mul_mat_vec_q6_K_body))
         else:
             continue
 
-        tasks.append(string_to_spv(f"mul_mat_vec_{type_names[i]}_f32", "".join(stream), {"B_TYPE": "float", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
+        tasks.append(string_to_spv(f"mul_mat_vec_{type_names[i]}_f32_f32", "".join(stream), {"B_TYPE": "float", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
+        tasks.append(string_to_spv(f"mul_mat_vec_{type_names[i]}_f16_f32", "".join(stream), {"B_TYPE": "float16_t", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
+
+        # tasks.append(string_to_spv(f"mul_mat_vec_id_{type_names[i]}_f32", "".join(stream), {"MUL_MAT_ID": "1", "B_TYPE": "float", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
 
     # Dequant shaders
     for i in range(0, VK_NUM_TYPES):
@@ -2677,20 +3078,20 @@ async def main():
         optimization_workaround = False
 
         if i == GGML_TYPE_F32:
-            stream.extend((shader_f32_defines, generic_binary_op_funcs, get_rows_float_body))
+            stream.extend((shader_f32_defines, generic_binary_op_layout, generic_binary_op_funcs, get_rows_float_body))
         elif i == GGML_TYPE_F16:
-            stream.extend((shader_f16_defines, generic_binary_op_funcs, get_rows_float_body))
+            stream.extend((shader_f16_defines, generic_binary_op_layout, generic_binary_op_funcs, get_rows_float_body))
             optimization_workaround = True
         elif i == GGML_TYPE_Q4_0:
-            stream.extend((shader_q4_0_defines, shader_q4_0_dequant_func, generic_binary_op_funcs, get_rows_body))
+            stream.extend((shader_q4_0_defines, generic_binary_op_layout, shader_q4_0_dequant_func, generic_binary_op_funcs, get_rows_body))
         elif i == GGML_TYPE_Q4_1:
-            stream.extend((shader_q4_1_defines, shader_q4_1_dequant_func, generic_binary_op_funcs, get_rows_body))
+            stream.extend((shader_q4_1_defines, generic_binary_op_layout, shader_q4_1_dequant_func, generic_binary_op_funcs, get_rows_body))
         elif i == GGML_TYPE_Q5_0:
-            stream.extend((shader_q5_0_defines, shader_q5_0_dequant_func, generic_binary_op_funcs, get_rows_body))
+            stream.extend((shader_q5_0_defines, generic_binary_op_layout, shader_q5_0_dequant_func, generic_binary_op_funcs, get_rows_body))
         elif i == GGML_TYPE_Q5_1:
-            stream.extend((shader_q5_1_defines, shader_q5_1_dequant_func, generic_binary_op_funcs, get_rows_body))
+            stream.extend((shader_q5_1_defines, generic_binary_op_layout, shader_q5_1_dequant_func, generic_binary_op_funcs, get_rows_body))
         elif i == GGML_TYPE_Q8_0:
-            stream.extend((shader_q8_0_defines, shader_q8_0_dequant_func, generic_binary_op_funcs, get_rows_body))
+            stream.extend((shader_q8_0_defines, generic_binary_op_layout, shader_q8_0_dequant_func, generic_binary_op_funcs, get_rows_body))
         else:
             continue
 
@@ -2729,6 +3130,7 @@ async def main():
     tasks.append(string_to_spv("diag_mask_inf_f32", f"{diag_mask_inf_head}\n{shader_f32}\n{diag_mask_inf_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
 
     tasks.append(string_to_spv("soft_max_f32", f"{soft_max_head}\n{shader_f32}\n{soft_max_body}", {"A_TYPE": "float", "B_TYPE": "float", "C_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("soft_max_f32_f16", f"{soft_max_head}\n{shader_f32}\n{soft_max_body}", {"A_TYPE": "float", "B_TYPE": "float16_t", "C_TYPE": "float16_t", "D_TYPE": "float"}))
 
     tasks.append(string_to_spv("rope_f32", rope_src, {"A_TYPE": "float", "D_TYPE": "float"}))
     tasks.append(string_to_spv("rope_f16", rope_src, {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
diff --git a/gguf-py/gguf/__init__.py b/gguf-py/gguf/__init__.py
index 110ab342c..ea5146b16 100644
--- a/gguf-py/gguf/__init__.py
+++ b/gguf-py/gguf/__init__.py
@@ -1,5 +1,7 @@
 from .constants import *
+from .lazy import *
 from .gguf_reader import *
 from .gguf_writer import *
+from .quants import *
 from .tensor_mapping import *
 from .vocab import *
diff --git a/gguf-py/gguf/constants.py b/gguf-py/gguf/constants.py
index 6e968fc4e..55ec2cb5c 100644
--- a/gguf-py/gguf/constants.py
+++ b/gguf-py/gguf/constants.py
@@ -10,6 +10,7 @@ from typing import Any
 GGUF_MAGIC             = 0x46554747  # "GGUF"
 GGUF_VERSION           = 3
 GGUF_DEFAULT_ALIGNMENT = 32
+GGML_QUANT_VERSION     = 2  # GGML_QNT_VERSION from ggml.h
 
 #
 # metadata keys
@@ -32,17 +33,21 @@ class Keys:
         FILE_TYPE            = "general.file_type"
 
     class LLM:
-        VOCAB_SIZE            = "{arch}.vocab_size"
-        CONTEXT_LENGTH        = "{arch}.context_length"
-        EMBEDDING_LENGTH      = "{arch}.embedding_length"
-        BLOCK_COUNT           = "{arch}.block_count"
-        FEED_FORWARD_LENGTH   = "{arch}.feed_forward_length"
-        USE_PARALLEL_RESIDUAL = "{arch}.use_parallel_residual"
-        TENSOR_DATA_LAYOUT    = "{arch}.tensor_data_layout"
-        EXPERT_COUNT          = "{arch}.expert_count"
-        EXPERT_USED_COUNT     = "{arch}.expert_used_count"
-        POOLING_TYPE          = "{arch}.pooling_type"
-        LOGIT_SCALE           = "{arch}.logit_scale"
+        VOCAB_SIZE                 = "{arch}.vocab_size"
+        CONTEXT_LENGTH             = "{arch}.context_length"
+        EMBEDDING_LENGTH           = "{arch}.embedding_length"
+        BLOCK_COUNT                = "{arch}.block_count"
+        LEADING_DENSE_BLOCK_COUNT  = "{arch}.leading_dense_block_count"
+        FEED_FORWARD_LENGTH        = "{arch}.feed_forward_length"
+        EXPERT_FEED_FORWARD_LENGTH = "{arch}.expert_feed_forward_length"
+        USE_PARALLEL_RESIDUAL      = "{arch}.use_parallel_residual"
+        TENSOR_DATA_LAYOUT         = "{arch}.tensor_data_layout"
+        EXPERT_COUNT               = "{arch}.expert_count"
+        EXPERT_USED_COUNT          = "{arch}.expert_used_count"
+        EXPERT_SHARED_COUNT        = "{arch}.expert_shared_count"
+        EXPERT_WEIGHTS_SCALE       = "{arch}.expert_weights_scale"
+        POOLING_TYPE               = "{arch}.pooling_type"
+        LOGIT_SCALE                = "{arch}.logit_scale"
 
     class Attention:
         HEAD_COUNT        = "{arch}.attention.head_count"
@@ -54,14 +59,18 @@ class Keys:
         LAYERNORM_EPS     = "{arch}.attention.layer_norm_epsilon"
         LAYERNORM_RMS_EPS = "{arch}.attention.layer_norm_rms_epsilon"
         CAUSAL            = "{arch}.attention.causal"
+        Q_LORA_RANK       = "{arch}.attention.q_lora_rank"
+        KV_LORA_RANK      = "{arch}.attention.kv_lora_rank"
 
     class Rope:
-        DIMENSION_COUNT      = "{arch}.rope.dimension_count"
-        FREQ_BASE            = "{arch}.rope.freq_base"
-        SCALING_TYPE         = "{arch}.rope.scaling.type"
-        SCALING_FACTOR       = "{arch}.rope.scaling.factor"
-        SCALING_ORIG_CTX_LEN = "{arch}.rope.scaling.original_context_length"
-        SCALING_FINETUNED    = "{arch}.rope.scaling.finetuned"
+        DIMENSION_COUNT         = "{arch}.rope.dimension_count"
+        FREQ_BASE               = "{arch}.rope.freq_base"
+        SCALING_TYPE            = "{arch}.rope.scaling.type"
+        SCALING_FACTOR          = "{arch}.rope.scaling.factor"
+        SCALING_ATTN_FACTOR     = "{arch}.rope.scaling.attn_factor"
+        SCALING_ORIG_CTX_LEN    = "{arch}.rope.scaling.original_context_length"
+        SCALING_FINETUNED       = "{arch}.rope.scaling.finetuned"
+        SCALING_YARN_LOG_MUL    = "{arch}.rope.scaling.yarn_log_multiplier"
 
     class SSM:
         CONV_KERNEL    = "{arch}.ssm.conv_kernel"
@@ -114,10 +123,10 @@ class MODEL_ARCH(IntEnum):
     GPTNEOX    = auto()
     MPT        = auto()
     STARCODER  = auto()
-    PERSIMMON  = auto()
     REFACT     = auto()
     BERT       = auto()
     NOMIC_BERT = auto()
+    JINA_BERT_V2 = auto()
     BLOOM      = auto()
     STABLELM   = auto()
     QWEN       = auto()
@@ -137,6 +146,8 @@ class MODEL_ARCH(IntEnum):
     COMMAND_R  = auto()
     DBRX       = auto()
     OLMO       = auto()
+    ARCTIC     = auto()
+    DEEPSEEK2  = auto()
 
 
 class MODEL_TENSOR(IntEnum):
@@ -147,6 +158,8 @@ class MODEL_TENSOR(IntEnum):
     OUTPUT             = auto()
     OUTPUT_NORM        = auto()
     ROPE_FREQS         = auto()
+    ROPE_FACTORS_LONG  = auto()
+    ROPE_FACTORS_SHORT = auto()
     ATTN_Q             = auto()
     ATTN_K             = auto()
     ATTN_V             = auto()
@@ -163,6 +176,7 @@ class MODEL_TENSOR(IntEnum):
     FFN_DOWN           = auto()
     FFN_UP             = auto()
     FFN_ACT            = auto()
+    FFN_NORM_EXP       = auto()
     FFN_GATE_EXP       = auto()
     FFN_DOWN_EXP       = auto()
     FFN_UP_EXP         = auto()
@@ -179,6 +193,12 @@ class MODEL_TENSOR(IntEnum):
     SSM_A              = auto()
     SSM_D              = auto()
     SSM_OUT            = auto()
+    ATTN_Q_A           = auto()
+    ATTN_Q_B           = auto()
+    ATTN_KV_A_MQA      = auto()
+    ATTN_KV_B          = auto()
+    ATTN_Q_A_NORM      = auto()
+    ATTN_KV_A_NORM     = auto()
 
 
 MODEL_ARCH_NAMES: dict[MODEL_ARCH, str] = {
@@ -191,10 +211,10 @@ MODEL_ARCH_NAMES: dict[MODEL_ARCH, str] = {
     MODEL_ARCH.GPTNEOX:        "gptneox",
     MODEL_ARCH.MPT:            "mpt",
     MODEL_ARCH.STARCODER:      "starcoder",
-    MODEL_ARCH.PERSIMMON:      "persimmon",
     MODEL_ARCH.REFACT:         "refact",
     MODEL_ARCH.BERT:           "bert",
     MODEL_ARCH.NOMIC_BERT:     "nomic-bert",
+    MODEL_ARCH.JINA_BERT_V2:   "jina-bert-v2",
     MODEL_ARCH.BLOOM:          "bloom",
     MODEL_ARCH.STABLELM:       "stablelm",
     MODEL_ARCH.QWEN:           "qwen",
@@ -214,6 +234,8 @@ MODEL_ARCH_NAMES: dict[MODEL_ARCH, str] = {
     MODEL_ARCH.COMMAND_R:      "command-r",
     MODEL_ARCH.DBRX:           "dbrx",
     MODEL_ARCH.OLMO:           "olmo",
+    MODEL_ARCH.ARCTIC:         "arctic",
+    MODEL_ARCH.DEEPSEEK2:      "deepseek2",
 }
 
 TENSOR_NAMES: dict[MODEL_TENSOR, str] = {
@@ -224,6 +246,8 @@ TENSOR_NAMES: dict[MODEL_TENSOR, str] = {
     MODEL_TENSOR.OUTPUT_NORM:        "output_norm",
     MODEL_TENSOR.OUTPUT:             "output",
     MODEL_TENSOR.ROPE_FREQS:         "rope_freqs",
+    MODEL_TENSOR.ROPE_FACTORS_LONG:  "rope_factors_long",
+    MODEL_TENSOR.ROPE_FACTORS_SHORT: "rope_factors_short",
     MODEL_TENSOR.ATTN_NORM:          "blk.{bid}.attn_norm",
     MODEL_TENSOR.ATTN_NORM_2:        "blk.{bid}.attn_norm_2",
     MODEL_TENSOR.ATTN_QKV:           "blk.{bid}.attn_qkv",
@@ -245,6 +269,7 @@ TENSOR_NAMES: dict[MODEL_TENSOR, str] = {
     MODEL_TENSOR.FFN_DOWN_SHEXP:     "blk.{bid}.ffn_down_shexp",
     MODEL_TENSOR.FFN_UP_SHEXP:       "blk.{bid}.ffn_up_shexp",
     MODEL_TENSOR.FFN_ACT:            "blk.{bid}.ffn",
+    MODEL_TENSOR.FFN_NORM_EXP:       "blk.{bid}.ffn_norm_exps",
     MODEL_TENSOR.FFN_GATE_EXP:       "blk.{bid}.ffn_gate_exps",
     MODEL_TENSOR.FFN_DOWN_EXP:       "blk.{bid}.ffn_down_exps",
     MODEL_TENSOR.FFN_UP_EXP:         "blk.{bid}.ffn_up_exps",
@@ -256,6 +281,12 @@ TENSOR_NAMES: dict[MODEL_TENSOR, str] = {
     MODEL_TENSOR.SSM_A:              "blk.{bid}.ssm_a",
     MODEL_TENSOR.SSM_D:              "blk.{bid}.ssm_d",
     MODEL_TENSOR.SSM_OUT:            "blk.{bid}.ssm_out",
+    MODEL_TENSOR.ATTN_Q_A:           "blk.{bid}.attn_q_a",
+    MODEL_TENSOR.ATTN_Q_B:           "blk.{bid}.attn_q_b",
+    MODEL_TENSOR.ATTN_KV_A_MQA:      "blk.{bid}.attn_kv_a_mqa",
+    MODEL_TENSOR.ATTN_KV_B:          "blk.{bid}.attn_kv_b",
+    MODEL_TENSOR.ATTN_Q_A_NORM:      "blk.{bid}.attn_q_a_norm",
+    MODEL_TENSOR.ATTN_KV_A_NORM:     "blk.{bid}.attn_kv_a_norm",
 }
 
 MODEL_TENSORS: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
@@ -380,6 +411,22 @@ MODEL_TENSORS: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
         MODEL_TENSOR.FFN_UP,
         MODEL_TENSOR.LAYER_OUT_NORM,
     ],
+    MODEL_ARCH.JINA_BERT_V2: [
+        MODEL_TENSOR.TOKEN_EMBD,
+        MODEL_TENSOR.TOKEN_EMBD_NORM,
+        MODEL_TENSOR.TOKEN_TYPES,
+        MODEL_TENSOR.ATTN_OUT_NORM,
+        MODEL_TENSOR.ATTN_Q,
+        MODEL_TENSOR.ATTN_Q_NORM,
+        MODEL_TENSOR.ATTN_K,
+        MODEL_TENSOR.ATTN_K_NORM,
+        MODEL_TENSOR.ATTN_V,
+        MODEL_TENSOR.ATTN_OUT,
+        MODEL_TENSOR.FFN_UP,
+        MODEL_TENSOR.FFN_GATE,
+        MODEL_TENSOR.FFN_DOWN,
+        MODEL_TENSOR.LAYER_OUT_NORM,
+    ],
     MODEL_ARCH.MPT: [
         MODEL_TENSOR.TOKEN_EMBD,
         MODEL_TENSOR.OUTPUT_NORM,
@@ -407,20 +454,6 @@ MODEL_TENSORS: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
         MODEL_TENSOR.FFN_DOWN,
         MODEL_TENSOR.FFN_UP,
     ],
-    MODEL_ARCH.PERSIMMON: [
-        MODEL_TENSOR.TOKEN_EMBD,
-        MODEL_TENSOR.OUTPUT,
-        MODEL_TENSOR.OUTPUT_NORM,
-        MODEL_TENSOR.ATTN_NORM,
-        MODEL_TENSOR.ATTN_QKV,
-        MODEL_TENSOR.ATTN_OUT,
-        MODEL_TENSOR.FFN_NORM,
-        MODEL_TENSOR.FFN_DOWN,
-        MODEL_TENSOR.FFN_UP,
-        MODEL_TENSOR.ATTN_Q_NORM,
-        MODEL_TENSOR.ATTN_K_NORM,
-        MODEL_TENSOR.ATTN_ROT_EMBD,
-    ],
     MODEL_ARCH.REFACT: [
         MODEL_TENSOR.TOKEN_EMBD,
         MODEL_TENSOR.OUTPUT_NORM,
@@ -724,6 +757,54 @@ MODEL_TENSORS: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
         MODEL_TENSOR.FFN_DOWN,
         MODEL_TENSOR.FFN_UP,
     ],
+    MODEL_ARCH.ARCTIC: [
+        MODEL_TENSOR.TOKEN_EMBD,
+        MODEL_TENSOR.OUTPUT_NORM,
+        MODEL_TENSOR.OUTPUT,
+        MODEL_TENSOR.ROPE_FREQS,
+        MODEL_TENSOR.ATTN_NORM,
+        MODEL_TENSOR.ATTN_Q,
+        MODEL_TENSOR.ATTN_K,
+        MODEL_TENSOR.ATTN_V,
+        MODEL_TENSOR.ATTN_OUT,
+        MODEL_TENSOR.ATTN_ROT_EMBD,
+        MODEL_TENSOR.FFN_GATE_INP,
+        MODEL_TENSOR.FFN_NORM,
+        MODEL_TENSOR.FFN_GATE,
+        MODEL_TENSOR.FFN_DOWN,
+        MODEL_TENSOR.FFN_UP,
+        MODEL_TENSOR.FFN_NORM_EXP,
+        MODEL_TENSOR.FFN_GATE_EXP,
+        MODEL_TENSOR.FFN_DOWN_EXP,
+        MODEL_TENSOR.FFN_UP_EXP,
+    ],
+    MODEL_ARCH.DEEPSEEK2: [
+        MODEL_TENSOR.TOKEN_EMBD,
+        MODEL_TENSOR.OUTPUT_NORM,
+        MODEL_TENSOR.OUTPUT,
+        MODEL_TENSOR.ROPE_FREQS,
+        MODEL_TENSOR.ATTN_NORM,
+        MODEL_TENSOR.ATTN_Q,
+        MODEL_TENSOR.ATTN_Q_A,
+        MODEL_TENSOR.ATTN_Q_B,
+        MODEL_TENSOR.ATTN_KV_A_MQA,
+        MODEL_TENSOR.ATTN_KV_B,
+        MODEL_TENSOR.ATTN_Q_A_NORM,
+        MODEL_TENSOR.ATTN_KV_A_NORM,
+        MODEL_TENSOR.ATTN_OUT,
+        MODEL_TENSOR.ATTN_ROT_EMBD,
+        MODEL_TENSOR.FFN_GATE_INP,
+        MODEL_TENSOR.FFN_NORM,
+        MODEL_TENSOR.FFN_GATE,
+        MODEL_TENSOR.FFN_DOWN,
+        MODEL_TENSOR.FFN_UP,
+        MODEL_TENSOR.FFN_GATE_EXP,
+        MODEL_TENSOR.FFN_DOWN_EXP,
+        MODEL_TENSOR.FFN_UP_EXP,
+        MODEL_TENSOR.FFN_GATE_SHEXP,
+        MODEL_TENSOR.FFN_DOWN_SHEXP,
+        MODEL_TENSOR.FFN_UP_SHEXP,
+    ],
     # TODO
 }
 
@@ -737,9 +818,6 @@ MODEL_TENSOR_SKIP: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
         MODEL_TENSOR.ROPE_FREQS,
         MODEL_TENSOR.ATTN_ROT_EMBD,
     ],
-    MODEL_ARCH.PERSIMMON: [
-        MODEL_TENSOR.ROPE_FREQS,
-    ],
     MODEL_ARCH.QWEN: [
         MODEL_TENSOR.ROPE_FREQS,
         MODEL_TENSOR.ATTN_ROT_EMBD,
@@ -760,6 +838,10 @@ MODEL_TENSOR_SKIP: dict[MODEL_ARCH, list[MODEL_TENSOR]] = {
         MODEL_TENSOR.ROPE_FREQS,
         MODEL_TENSOR.ATTN_ROT_EMBD,
     ],
+    MODEL_ARCH.DEEPSEEK2: [
+        MODEL_TENSOR.ROPE_FREQS,
+        MODEL_TENSOR.ATTN_ROT_EMBD,
+    ],
 }
 
 #
@@ -820,6 +902,49 @@ class GGMLQuantizationType(IntEnum):
     BF16    = 30
 
 
+# TODO: add GGMLFileType from ggml_ftype in ggml.h
+
+
+# from llama_ftype in llama.h
+# ALL VALUES SHOULD BE THE SAME HERE AS THEY ARE OVER THERE.
+class LlamaFileType(IntEnum):
+    ALL_F32              = 0
+    MOSTLY_F16           = 1   # except 1d tensors
+    MOSTLY_Q4_0          = 2   # except 1d tensors
+    MOSTLY_Q4_1          = 3   # except 1d tensors
+    MOSTLY_Q4_1_SOME_F16 = 4   # tok_embeddings.weight and output.weight are F16
+    # MOSTLY_Q4_2        = 5   # support has been removed
+    # MOSTLY_Q4_3        = 6   # support has been removed
+    MOSTLY_Q8_0          = 7   # except 1d tensors
+    MOSTLY_Q5_0          = 8   # except 1d tensors
+    MOSTLY_Q5_1          = 9   # except 1d tensors
+    MOSTLY_Q2_K          = 10  # except 1d tensors
+    MOSTLY_Q3_K_S        = 11  # except 1d tensors
+    MOSTLY_Q3_K_M        = 12  # except 1d tensors
+    MOSTLY_Q3_K_L        = 13  # except 1d tensors
+    MOSTLY_Q4_K_S        = 14  # except 1d tensors
+    MOSTLY_Q4_K_M        = 15  # except 1d tensors
+    MOSTLY_Q5_K_S        = 16  # except 1d tensors
+    MOSTLY_Q5_K_M        = 17  # except 1d tensors
+    MOSTLY_Q6_K          = 18  # except 1d tensors
+    MOSTLY_IQ2_XXS       = 19  # except 1d tensors
+    MOSTLY_IQ2_XS        = 20  # except 1d tensors
+    MOSTLY_Q2_K_S        = 21  # except 1d tensors
+    MOSTLY_IQ3_XS        = 22  # except 1d tensors
+    MOSTLY_IQ3_XXS       = 23  # except 1d tensors
+    MOSTLY_IQ1_S         = 24  # except 1d tensors
+    MOSTLY_IQ4_NL        = 25  # except 1d tensors
+    MOSTLY_IQ3_S         = 26  # except 1d tensors
+    MOSTLY_IQ3_M         = 27  # except 1d tensors
+    MOSTLY_IQ2_S         = 28  # except 1d tensors
+    MOSTLY_IQ2_M         = 29  # except 1d tensors
+    MOSTLY_IQ4_XS        = 30  # except 1d tensors
+    MOSTLY_IQ1_M         = 31  # except 1d tensors
+    MOSTLY_BF16          = 32  # except 1d tensors
+
+    GUESSED              = 1024  # not specified in the model file
+
+
 class GGUFEndian(IntEnum):
     LITTLE = 0
     BIG = 1
@@ -857,10 +982,9 @@ class GGUFValueType(IntEnum):
             raise ValueError(f"Unknown type: {type(val)}")
 
 
-# Note: Does not support GGML_QKK_64
-QK_K = 256
 # Items here are (block size, type size)
-GGML_QUANT_SIZES = {
+QK_K = 256
+GGML_QUANT_SIZES: dict[GGMLQuantizationType, tuple[int, int]] = {
     GGMLQuantizationType.F32:     (1, 4),
     GGMLQuantizationType.F16:     (1, 2),
     GGMLQuantizationType.Q4_0:    (32, 2 + 16),
diff --git a/gguf-py/gguf/gguf_reader.py b/gguf-py/gguf/gguf_reader.py
index db8525d85..e48bc00c3 100644
--- a/gguf-py/gguf/gguf_reader.py
+++ b/gguf-py/gguf/gguf_reader.py
@@ -12,6 +12,8 @@ from typing import Any, Literal, NamedTuple, TypeVar, Union
 import numpy as np
 import numpy.typing as npt
 
+from .quants import quant_shape_to_byte_shape
+
 if __name__ == "__main__":
     import sys
     from pathlib import Path
@@ -65,7 +67,7 @@ class ReaderTensor(NamedTuple):
 
 class GGUFReader:
     # I - same as host, S - swapped
-    byte_order: Literal['I' | 'S'] = 'I'
+    byte_order: Literal['I'] | Literal['S'] = 'I'
     alignment: int = GGUF_DEFAULT_ALIGNMENT
 
     # Note: Internal helper, API may change.
@@ -83,7 +85,7 @@ class GGUFReader:
         GGUFValueType.BOOL:    np.bool_,
     }
 
-    def __init__(self, path: os.PathLike[str] | str, mode: Literal['r' | 'r+' | 'c'] = 'r'):
+    def __init__(self, path: os.PathLike[str] | str, mode: Literal['r'] | Literal['r+'] | Literal['c'] = 'r'):
         self.data = np.memmap(path, mode = mode)
         offs = 0
         if self._get(offs, np.uint32, override_order = '<')[0] != GGUF_MAGIC:
@@ -128,7 +130,7 @@ class GGUFReader:
         return self.tensors[idx]
 
     def _get(
-        self, offset: int, dtype: npt.DTypeLike, count: int = 1, override_order: None | Literal['I' | 'S' | '<'] = None,
+        self, offset: int, dtype: npt.DTypeLike, count: int = 1, override_order: None | Literal['I'] | Literal['S'] | Literal['<'] = None,
     ) -> npt.NDArray[Any]:
         count = int(count)
         itemsize = int(np.empty([], dtype = dtype).itemsize)
@@ -250,7 +252,8 @@ class GGUFReader:
                 raise ValueError(f'Found duplicated tensor with name {tensor_name}')
             tensor_names.add(tensor_name)
             ggml_type = GGMLQuantizationType(raw_dtype[0])
-            n_elems = np.prod(dims)
+            n_elems = int(np.prod(dims))
+            np_dims = tuple(reversed(dims.tolist()))
             block_size, type_size = GGML_QUANT_SIZES[ggml_type]
             n_bytes = n_elems * type_size // block_size
             data_offs = int(start_offs + offset_tensor[0])
@@ -279,6 +282,7 @@ class GGUFReader:
             else:
                 item_count = n_bytes
                 item_type = np.uint8
+                np_dims = quant_shape_to_byte_shape(np_dims, ggml_type)
             tensors.append(ReaderTensor(
                 name = tensor_name,
                 tensor_type = ggml_type,
@@ -286,7 +290,7 @@ class GGUFReader:
                 n_elements = n_elems,
                 n_bytes = n_bytes,
                 data_offset = data_offs,
-                data = self._get(data_offs, item_type, item_count),
+                data = self._get(data_offs, item_type, item_count).reshape(np_dims),
                 field = field,
             ))
         self.tensors = tensors
diff --git a/gguf-py/gguf/gguf_writer.py b/gguf-py/gguf/gguf_writer.py
index d9cfbf711..b93747aff 100644
--- a/gguf-py/gguf/gguf_writer.py
+++ b/gguf-py/gguf/gguf_writer.py
@@ -25,6 +25,8 @@ from .constants import (
     TokenType,
 )
 
+from .quants import quant_shape_from_byte_shape
+
 logger = logging.getLogger(__name__)
 
 
@@ -176,7 +178,7 @@ class GGUFWriter:
         if pack_fmt is not None:
             self.kv_data += self._pack(pack_fmt, val, skip_pack_prefix = vtype == GGUFValueType.BOOL)
         elif vtype == GGUFValueType.STRING:
-            encoded_val = val.encode("utf8") if isinstance(val, str) else val
+            encoded_val = val.encode("utf-8") if isinstance(val, str) else val
             self.kv_data += self._pack("Q", len(encoded_val))
             self.kv_data += encoded_val
         elif vtype == GGUFValueType.ARRAY and isinstance(val, Sequence) and val:
@@ -195,7 +197,7 @@ class GGUFWriter:
         return ((x + n - 1) // n) * n
 
     def add_tensor_info(
-        self, name: str, tensor_shape: Sequence[int], tensor_dtype: np.dtype[np.float16] | np.dtype[np.float32],
+        self, name: str, tensor_shape: Sequence[int], tensor_dtype: np.dtype,
         tensor_nbytes: int, raw_dtype: GGMLQuantizationType | None = None,
     ) -> None:
         if self.state is not WriterState.EMPTY:
@@ -205,13 +207,9 @@ class GGUFWriter:
             raise ValueError(f'Duplicated tensor name {name}')
         self.ti_names.add(name)
 
-        encoded_name = name.encode("utf8")
+        encoded_name = name.encode("utf-8")
         self.ti_data += self._pack("Q", len(encoded_name))
         self.ti_data += encoded_name
-        n_dims = len(tensor_shape)
-        self.ti_data += self._pack("I", n_dims)
-        for i in range(n_dims):
-            self.ti_data += self._pack("Q", tensor_shape[n_dims - 1 - i])
         if raw_dtype is None:
             if tensor_dtype == np.float16:
                 dtype = GGMLQuantizationType.F16
@@ -231,6 +229,12 @@ class GGUFWriter:
                 raise ValueError("Only F16, F32, F64, I8, I16, I32, I64 tensors are supported for now")
         else:
             dtype = raw_dtype
+            if tensor_dtype == np.uint8:
+                tensor_shape = quant_shape_from_byte_shape(tensor_shape, raw_dtype)
+        n_dims = len(tensor_shape)
+        self.ti_data += self._pack("I", n_dims)
+        for i in range(n_dims):
+            self.ti_data += self._pack("Q", tensor_shape[n_dims - 1 - i])
         self.ti_data += self._pack("I", dtype)
         self.ti_data += self._pack("Q", self.offset_tensor)
         self.offset_tensor += GGUFWriter.ggml_pad(tensor_nbytes, self.data_alignment)
@@ -272,15 +276,33 @@ class GGUFWriter:
         tensor.tofile(self.fout)
         self.write_padding(self.fout, tensor.nbytes)
 
-    def write_tensors_to_file(self) -> None:
+    def write_tensors_to_file(self, *, progress: bool = False) -> None:
         self.write_ti_data_to_file()
 
         self.write_padding(self.fout, self.fout.tell())
 
         if self.temp_file is None:
+            self.tensors.reverse()  # to pop from the "beginning" in constant time
+
+            if progress:
+                from tqdm import tqdm
+
+                total_bytes = sum(t.nbytes for t in self.tensors)
+
+                bar = tqdm(desc="Writing", total=total_bytes, unit="byte", unit_scale=True)
+
+                while True:
+                    try:
+                        tensor = self.tensors.pop()
+                    except IndexError:
+                        break
+                    tensor.tofile(self.fout)
+                    bar.update(tensor.nbytes)
+                    self.write_padding(self.fout, tensor.nbytes)
+                return
             while True:
                 try:
-                    tensor = self.tensors.pop(0)
+                    tensor = self.tensors.pop()
                 except IndexError:
                     break
                 tensor.tofile(self.fout)
@@ -332,7 +354,7 @@ class GGUFWriter:
     def add_name(self, name: str) -> None:
         self.add_string(Keys.General.NAME, name)
 
-    def add_quantization_version(self, quantization_version: GGMLQuantizationType) -> None:
+    def add_quantization_version(self, quantization_version: int) -> None:
         self.add_uint32(
             Keys.General.QUANTIZATION_VERSION, quantization_version)
 
@@ -352,9 +374,15 @@ class GGUFWriter:
     def add_block_count(self, length: int) -> None:
         self.add_uint32(Keys.LLM.BLOCK_COUNT.format(arch=self.arch), length)
 
+    def add_leading_dense_block_count(self, length: int) -> None:
+        self.add_uint32(Keys.LLM.LEADING_DENSE_BLOCK_COUNT.format(arch=self.arch), length)
+
     def add_feed_forward_length(self, length: int) -> None:
         self.add_uint32(Keys.LLM.FEED_FORWARD_LENGTH.format(arch=self.arch), length)
 
+    def add_expert_feed_forward_length(self, length: int) -> None:
+        self.add_uint32(Keys.LLM.EXPERT_FEED_FORWARD_LENGTH.format(arch=self.arch), length)
+
     def add_parallel_residual(self, use: bool) -> None:
         self.add_bool(Keys.LLM.USE_PARALLEL_RESIDUAL.format(arch=self.arch), use)
 
@@ -385,6 +413,12 @@ class GGUFWriter:
     def add_expert_used_count(self, count: int) -> None:
         self.add_uint32(Keys.LLM.EXPERT_USED_COUNT.format(arch=self.arch), count)
 
+    def add_expert_shared_count(self, count: int) -> None:
+        self.add_uint32(Keys.LLM.EXPERT_SHARED_COUNT.format(arch=self.arch), count)
+
+    def add_expert_weights_scale(self, value: float) -> None:
+        self.add_float32(Keys.LLM.EXPERT_WEIGHTS_SCALE.format(arch=self.arch), value)
+
     def add_layer_norm_eps(self, value: float) -> None:
         self.add_float32(Keys.Attention.LAYERNORM_EPS.format(arch=self.arch), value)
 
@@ -394,6 +428,12 @@ class GGUFWriter:
     def add_causal_attention(self, value: bool) -> None:
         self.add_bool(Keys.Attention.CAUSAL.format(arch=self.arch), value)
 
+    def add_q_lora_rank(self, length: int) -> None:
+        self.add_uint32(Keys.Attention.Q_LORA_RANK.format(arch=self.arch), length)
+
+    def add_kv_lora_rank(self, length: int) -> None:
+        self.add_uint32(Keys.Attention.KV_LORA_RANK.format(arch=self.arch), length)
+
     def add_pooling_type(self, value: PoolingType) -> None:
         self.add_uint32(Keys.LLM.POOLING_TYPE.format(arch=self.arch), value.value)
 
@@ -409,12 +449,18 @@ class GGUFWriter:
     def add_rope_scaling_factor(self, value: float) -> None:
         self.add_float32(Keys.Rope.SCALING_FACTOR.format(arch=self.arch), value)
 
+    def add_rope_scaling_attn_factors(self, value: Sequence[float]) -> None:
+        self.add_float32(Keys.Rope.SCALING_ATTN_FACTOR.format(arch=self.arch), value)
+
     def add_rope_scaling_orig_ctx_len(self, value: int) -> None:
         self.add_uint32(Keys.Rope.SCALING_ORIG_CTX_LEN.format(arch=self.arch), value)
 
     def add_rope_scaling_finetuned(self, value: bool) -> None:
         self.add_bool(Keys.Rope.SCALING_FINETUNED.format(arch=self.arch), value)
 
+    def add_rope_scaling_yarn_log_mul(self, value: float) -> None:
+        self.add_float32(Keys.Rope.SCALING_YARN_LOG_MUL.format(arch=self.arch), value)
+
     def add_ssm_conv_kernel(self, value: int) -> None:
         self.add_uint32(Keys.SSM.CONV_KERNEL.format(arch=self.arch), value)
 
@@ -479,7 +525,7 @@ class GGUFWriter:
         self.add_bool(Keys.Tokenizer.ADD_PREFIX, value)
 
     def add_chat_template(self, value: str | Sequence[Mapping[str, str]]) -> None:
-        if isinstance(value, list):
+        if not isinstance(value, str):
             template_default = None
             template_names = set()
 
diff --git a/gguf-py/gguf/lazy.py b/gguf-py/gguf/lazy.py
new file mode 100644
index 000000000..1167335b8
--- /dev/null
+++ b/gguf-py/gguf/lazy.py
@@ -0,0 +1,236 @@
+from __future__ import annotations
+from abc import ABC, ABCMeta, abstractmethod
+
+import logging
+from typing import Any, Callable
+from collections import deque
+
+import numpy as np
+from numpy._typing import _Shape
+from numpy.typing import DTypeLike
+
+
+logger = logging.getLogger(__name__)
+
+
+class LazyMeta(ABCMeta):
+
+    def __new__(cls, name: str, bases: tuple[type, ...], namespace: dict[str, Any], **kwargs):
+        def __getattr__(self, __name: str) -> Any:
+            meta_attr = getattr(self._meta, __name)
+            if callable(meta_attr):
+                return type(self)._wrap_fn(
+                    (lambda s, *args, **kwargs: getattr(s, __name)(*args, **kwargs)),
+                    use_self=self,
+                )
+            elif isinstance(meta_attr, self._tensor_type):
+                # e.g. self.T with torch.Tensor should still be wrapped
+                return type(self)._wrap_fn(lambda s: getattr(s, __name))(self)
+            else:
+                # no need to wrap non-tensor properties,
+                # and they likely don't depend on the actual contents of the tensor
+                return meta_attr
+
+        namespace["__getattr__"] = __getattr__
+
+        # need to make a builder for the wrapped wrapper to copy the name,
+        # or else it fails with very cryptic error messages,
+        # because somehow the same string would end up in every closures
+        def mk_wrap(op_name: str, *, meta_noop: bool = False):
+            # need to wrap the wrapper to get self
+            def wrapped_special_op(self, *args, **kwargs):
+                return type(self)._wrap_fn(
+                    getattr(type(self)._tensor_type, op_name),
+                    meta_noop=meta_noop,
+                )(self, *args, **kwargs)
+            return wrapped_special_op
+
+        # special methods bypass __getattr__, so they need to be added manually
+        # ref: https://docs.python.org/3/reference/datamodel.html#special-lookup
+        # NOTE: doing this from a metaclass is very convenient
+        # TODO: make this even more comprehensive
+        for binary_op in (
+            "lt", "le", "eq", "ne", "ge", "gt", "not"
+            "abs", "add", "and", "floordiv", "invert", "lshift", "mod", "mul", "matmul",
+            "neg", "or", "pos", "pow", "rshift", "sub", "truediv", "xor",
+            "iadd", "iand", "ifloordiv", "ilshift", "imod", "imul", "ior", "irshift", "isub", "ixor",
+            "radd", "rand", "rfloordiv", "rmul", "ror", "rpow", "rsub", "rtruediv", "rxor",
+        ):
+            attr_name = f"__{binary_op}__"
+            # the result of these operators usually has the same shape and dtype as the input,
+            # so evaluation on the meta tensor can be skipped.
+            namespace[attr_name] = mk_wrap(attr_name, meta_noop=True)
+
+        for special_op in (
+            "getitem", "setitem", "len",
+        ):
+            attr_name = f"__{special_op}__"
+            namespace[attr_name] = mk_wrap(attr_name, meta_noop=False)
+
+        return super().__new__(cls, name, bases, namespace, **kwargs)
+
+
+# Tree of lazy tensors
+class LazyBase(ABC, metaclass=LazyMeta):
+    _tensor_type: type
+    _meta: Any
+    _data: Any | None
+    _lazy: deque[LazyBase]  # shared within a graph, to avoid deep recursion when making eager
+    _args: tuple
+    _func: Callable[[tuple], Any] | None
+
+    def __init__(self, *, meta: Any, data: Any | None = None, lazy: deque[LazyBase] | None = None, args: tuple = (), func: Callable[[tuple], Any] | None = None):
+        super().__init__()
+        self._meta = meta
+        self._data = data
+        self._lazy = lazy if lazy is not None else deque()
+        self._args = args
+        self._func = func
+        assert self._func is not None or self._data is not None
+        if self._data is None:
+            self._lazy.append(self)
+
+    def __init_subclass__(cls) -> None:
+        if "_tensor_type" not in cls.__dict__:
+            raise TypeError(f"property '_tensor_type' must be defined for {cls!r}")
+        return super().__init_subclass__()
+
+    @staticmethod
+    def _recurse_apply(o: Any, fn: Callable[[Any], Any]) -> Any:
+        # TODO: dict and set
+        if isinstance(o, (list, tuple)):
+            L = []
+            for item in o:
+                L.append(LazyBase._recurse_apply(item, fn))
+            if isinstance(o, tuple):
+                L = tuple(L)
+            return L
+        elif isinstance(o, LazyBase):
+            return fn(o)
+        else:
+            return o
+
+    @classmethod
+    def _wrap_fn(cls, fn: Callable, *, use_self: LazyBase | None = None, meta_noop: bool | DTypeLike | tuple[DTypeLike, Callable[[tuple[int, ...]], tuple[int, ...]]] = False) -> Callable[[Any], Any]:
+        def wrapped_fn(*args, **kwargs):
+            if kwargs is None:
+                kwargs = {}
+            args = ((use_self,) if use_self is not None else ()) + args
+
+            meta_args = LazyBase._recurse_apply(args, lambda t: t._meta)
+
+            if isinstance(meta_noop, bool) and not meta_noop:
+                try:
+                    res = fn(*meta_args, **kwargs)
+                except NotImplementedError:
+                    # running some operations on PyTorch's Meta tensors can cause this exception
+                    res = None
+            else:
+                # some operators don't need to actually run on the meta tensors
+                assert len(args) > 0
+                res = args[0]
+                assert isinstance(res, cls)
+                res = res._meta
+                # allow operations to override the dtype and shape
+                if meta_noop is not True:
+                    if isinstance(meta_noop, tuple):
+                        dtype, shape = meta_noop
+                        assert callable(shape)
+                        res = cls.meta_with_dtype_and_shape(dtype, shape(res.shape))
+                    else:
+                        res = cls.meta_with_dtype_and_shape(meta_noop, res.shape)
+
+            if isinstance(res, cls._tensor_type):
+                def collect_replace(t: LazyBase):
+                    if collect_replace.shared_lazy is None:
+                        collect_replace.shared_lazy = t._lazy
+                    else:
+                        collect_replace.shared_lazy.extend(t._lazy)
+                        t._lazy = collect_replace.shared_lazy
+
+                # emulating a static variable
+                collect_replace.shared_lazy = None
+
+                LazyBase._recurse_apply(args, collect_replace)
+
+                shared_lazy = collect_replace.shared_lazy
+
+                return cls(meta=cls.eager_to_meta(res), lazy=shared_lazy, args=args, func=lambda a: fn(*a, **kwargs))
+            else:
+                del res  # not needed
+                # non-tensor return likely relies on the contents of the args
+                # (e.g. the result of torch.equal)
+                eager_args = cls.to_eager(args)
+                return fn(*eager_args, **kwargs)
+        return wrapped_fn
+
+    @classmethod
+    def to_eager(cls, t: Any) -> Any:
+        def simple_to_eager(_t: LazyBase) -> Any:
+            def already_eager_to_eager(_t: LazyBase) -> Any:
+                assert _t._data is not None
+                return _t._data
+
+            while _t._data is None:
+                lt = _t._lazy.popleft()
+                if lt._data is not None:
+                    # Lazy tensor did not belong in the lazy queue.
+                    # Weirdly only happens with Bloom models...
+                    # likely because tensors aren't unique in the queue.
+                    # The final output is still the same as in eager mode,
+                    # so it's safe to ignore this.
+                    continue
+                assert lt._func is not None
+                lt._args = cls._recurse_apply(lt._args, already_eager_to_eager)
+                lt._data = lt._func(lt._args)
+                # sanity check
+                assert lt._data.dtype == lt._meta.dtype
+                assert lt._data.shape == lt._meta.shape
+
+            return _t._data
+
+        # recurse into lists and/or tuples, keeping their structure
+        return cls._recurse_apply(t, simple_to_eager)
+
+    @classmethod
+    def eager_to_meta(cls, t: Any) -> Any:
+        return cls.meta_with_dtype_and_shape(t.dtype, t.shape)
+
+    # must be overridden, meta tensor init is backend-specific
+    @classmethod
+    @abstractmethod
+    def meta_with_dtype_and_shape(cls, dtype: Any, shape: Any) -> Any: pass
+
+    @classmethod
+    def from_eager(cls, t: Any) -> Any:
+        if type(t) is cls:
+            # already eager
+            return t
+        elif isinstance(t, cls._tensor_type):
+            return cls(meta=cls.eager_to_meta(t), data=t)
+        else:
+            return TypeError(f"{type(t)!r} is not compatible with {cls._tensor_type!r}")
+
+
+class LazyNumpyTensor(LazyBase):
+    _tensor_type = np.ndarray
+
+    @classmethod
+    def meta_with_dtype_and_shape(cls, dtype: DTypeLike, shape: _Shape) -> np.ndarray[Any, Any]:
+        # The initial idea was to use np.nan as the fill value,
+        # but non-float types like np.int16 can't use that.
+        # So zero it is.
+        cheat = np.zeros(1, dtype)
+        return np.lib.stride_tricks.as_strided(cheat, shape, (0 for _ in shape))
+
+    def astype(self, dtype, *args, **kwargs):
+        meta = type(self).meta_with_dtype_and_shape(dtype, self._meta.shape)
+        full_args = (self, dtype,) + args
+        # very important to pass the shared _lazy deque, or else there's an infinite loop somewhere.
+        return type(self)(meta=meta, args=full_args, lazy=self._lazy, func=(lambda a: a[0].astype(*a[1:], **kwargs)))
+
+    def tofile(self, *args, **kwargs):
+        eager = LazyNumpyTensor.to_eager(self)
+        return eager.tofile(*args, **kwargs)
+
+    # TODO: __array_function__
diff --git a/gguf-py/gguf/quants.py b/gguf-py/gguf/quants.py
new file mode 100644
index 000000000..b22eec166
--- /dev/null
+++ b/gguf-py/gguf/quants.py
@@ -0,0 +1,123 @@
+from __future__ import annotations
+from typing import Callable, Sequence
+
+from numpy.typing import DTypeLike
+
+from .constants import GGML_QUANT_SIZES, GGMLQuantizationType
+from .lazy import LazyNumpyTensor
+
+import numpy as np
+
+
+def quant_shape_to_byte_shape(shape: Sequence[int], quant_type: GGMLQuantizationType):
+    block_size, type_size = GGML_QUANT_SIZES[quant_type]
+    if shape[-1] % block_size != 0:
+        raise ValueError(f"Quantized tensor row size ({shape[-1]}) is not a multiple of {quant_type.name} block size ({block_size})")
+    return (*shape[:-1], shape[-1] // block_size * type_size)
+
+
+def quant_shape_from_byte_shape(shape: Sequence[int], quant_type: GGMLQuantizationType):
+    block_size, type_size = GGML_QUANT_SIZES[quant_type]
+    if shape[-1] % type_size != 0:
+        raise ValueError(f"Quantized tensor bytes per row ({shape[-1]}) is not a multiple of {quant_type.name} type size ({type_size})")
+    return (*shape[:-1], shape[-1] // type_size * block_size)
+
+
+# same as ggml_compute_fp32_to_bf16 in ggml-impl.h
+def __compute_fp32_to_bf16(n: np.ndarray) -> np.ndarray:
+    n = n.astype(np.float32, copy=False).view(np.int32)
+    # force nan to quiet
+    n = np.where((n & 0x7fffffff) > 0x7f800000, (n & 0xffff0000) | (64 << 16), n)
+    # flush subnormals to zero
+    n = np.where((n & 0x7f800000) == 0, n & 0x80000000, n)
+    # round to nearest even
+    n = (n + (0x7fff + ((n >> 16) & 1))) >> 16
+    return n.astype(np.int16)
+
+
+# This is faster than np.vectorize and np.apply_along_axis because it works on more than one row at a time
+def __apply_over_grouped_rows(func: Callable[[np.ndarray], np.ndarray], arr: np.ndarray, otype: DTypeLike, oshape: tuple[int, ...]) -> np.ndarray:
+    rows = arr.reshape((-1, arr.shape[-1]))
+    osize = 1
+    for dim in oshape:
+        osize *= dim
+    out = np.empty(shape=osize, dtype=otype)
+    # compute over groups of 16 rows (arbitrary, but seems good for performance)
+    n_groups = rows.shape[0] // 16
+    np.concatenate([func(group).ravel() for group in np.array_split(rows, n_groups)], axis=0, out=out)
+    return out.reshape(oshape)
+
+
+def __quantize_bf16_array(n: np.ndarray) -> np.ndarray:
+    return __apply_over_grouped_rows(__compute_fp32_to_bf16, arr=n, otype=np.int16, oshape=n.shape)
+
+
+__quantize_bf16_lazy = LazyNumpyTensor._wrap_fn(__quantize_bf16_array, meta_noop=np.int16)
+
+
+def quantize_bf16(n: np.ndarray):
+    if type(n) is LazyNumpyTensor:
+        return __quantize_bf16_lazy(n)
+    else:
+        return __quantize_bf16_array(n)
+
+
+__q8_block_size, __q8_type_size = GGML_QUANT_SIZES[GGMLQuantizationType.Q8_0]
+
+
+def can_quantize_to_q8_0(n: np.ndarray) -> bool:
+    return n.shape[-1] % __q8_block_size == 0
+
+
+# round away from zero
+# ref: https://stackoverflow.com/a/59143326/22827863
+def np_roundf(n: np.ndarray) -> np.ndarray:
+    a = abs(n)
+    floored = np.floor(a)
+    b = floored + np.floor(2 * (a - floored))
+    return np.sign(n) * b
+
+
+def __quantize_q8_0_shape_change(s: tuple[int, ...]) -> tuple[int, ...]:
+    return (*s[:-1], s[-1] // __q8_block_size * __q8_type_size)
+
+
+# Implementation of Q8_0 with bit-exact same results as reference implementation in ggml-quants.c
+def __quantize_q8_0_rows(n: np.ndarray) -> np.ndarray:
+    shape = n.shape
+    assert shape[-1] % __q8_block_size == 0
+
+    n_blocks = n.size // __q8_block_size
+
+    blocks = n.reshape((n_blocks, __q8_block_size)).astype(np.float32, copy=False)
+
+    d = abs(blocks).max(axis=1, keepdims=True) / 127
+    with np.errstate(divide="ignore"):
+        id = np.where(d == 0, 0, 1 / d)
+    qs = np_roundf(blocks * id)
+
+    # (n_blocks, 2)
+    d = d.astype(np.float16).view(np.uint8)
+    # (n_blocks, block_size)
+    qs = qs.astype(np.int8).view(np.uint8)
+
+    assert d.shape[1] + qs.shape[1] == __q8_type_size
+
+    return np.concatenate([d, qs], axis=1).reshape(__quantize_q8_0_shape_change(shape))
+
+
+def __quantize_q8_0_array(n: np.ndarray) -> np.ndarray:
+    return __apply_over_grouped_rows(__quantize_q8_0_rows, arr=n, otype=np.uint8, oshape=__quantize_q8_0_shape_change(n.shape))
+
+
+__quantize_q8_0_lazy = LazyNumpyTensor._wrap_fn(
+    __quantize_q8_0_array,
+    meta_noop=(np.uint8, __quantize_q8_0_shape_change),
+)
+
+
+def quantize_q8_0(data: np.ndarray):
+    if type(data) is LazyNumpyTensor:
+        return __quantize_q8_0_lazy(data)
+    else:
+        return __quantize_q8_0_array(data)
diff --git a/gguf-py/gguf/tensor_mapping.py b/gguf-py/gguf/tensor_mapping.py
index e5750d419..83e3c4c33 100644
--- a/gguf-py/gguf/tensor_mapping.py
+++ b/gguf-py/gguf/tensor_mapping.py
@@ -137,6 +137,7 @@ class TensorNameMap:
             "layers.{bid}.attention.wk",                               # llama-pth
             "encoder.layer.{bid}.attention.self.key",                  # bert
             "transformer.h.{bid}.attn.k_proj",                         # gpt-j
+            "transformer.h.{bid}.attn.k",                              # refact
             "model.layers.layers.{bid}.self_attn.k_proj",              # plamo
             "model.layers.{bid}.attention.wk",                         # internlm2
             "transformer.decoder_layer.{bid}.multi_head_attention.key" # Grok
@@ -148,6 +149,7 @@ class TensorNameMap:
             "layers.{bid}.attention.wv",                                 # llama-pth
             "encoder.layer.{bid}.attention.self.value",                  # bert
             "transformer.h.{bid}.attn.v_proj",                           # gpt-j
+            "transformer.h.{bid}.attn.v",                                # refact
             "model.layers.layers.{bid}.self_attn.v_proj",                # plamo
             "model.layers.{bid}.attention.wv",                           # internlm2
             "transformer.decoder_layer.{bid}.multi_head_attention.value" # Grok
@@ -229,6 +231,7 @@ class TensorNameMap:
             "layers.{bid}.feed_forward.w3",                           # llama-pth
             "encoder.layer.{bid}.intermediate.dense",                 # bert
             "transformer.h.{bid}.mlp.fc_in",                          # gpt-j
+            "transformer.h.{bid}.mlp.linear_3",                       # refact
             "language_model.encoder.layers.{bid}.mlp.dense_h_to_4h",  # persimmon
             "model.layers.{bid}.mlp.dense_h_to_4h",                   # persimmon
             "transformer.h.{bid}.mlp.w1",                             # qwen
@@ -240,6 +243,8 @@ class TensorNameMap:
             "model.layers.{bid}.feed_forward.w3",                     # internlm2
             "encoder.layers.{bid}.mlp.fc11",                          # nomic-bert
             "model.layers.{bid}.mlp.c_fc",                            # starcoder2
+            "encoder.layer.{bid}.mlp.gated_layers_v",                 # jina-bert-v2
+            "model.layers.{bid}.residual_mlp.w3",                     # arctic
         ),
 
         MODEL_TENSOR.FFN_UP_EXP: (
@@ -251,6 +256,7 @@ class TensorNameMap:
 
         MODEL_TENSOR.FFN_UP_SHEXP: (
             "model.layers.{bid}.mlp.shared_expert.up_proj",  # qwen2moe
+            "model.layers.{bid}.mlp.shared_experts.up_proj", # deepseek2
         ),
 
         # AWQ-activation gate
@@ -266,6 +272,9 @@ class TensorNameMap:
             "model.layers.layers.{bid}.mlp.gate_proj",    # plamo
             "model.layers.{bid}.feed_forward.w1",         # internlm2
             "encoder.layers.{bid}.mlp.fc12",              # nomic-bert
+            "encoder.layer.{bid}.mlp.gated_layers_w",     # jina-bert-v2
+            "transformer.h.{bid}.mlp.linear_1",           # refact
+            "model.layers.{bid}.residual_mlp.w1",         # arctic
         ),
 
         MODEL_TENSOR.FFN_GATE_EXP: (
@@ -277,6 +286,7 @@ class TensorNameMap:
 
         MODEL_TENSOR.FFN_GATE_SHEXP: (
             "model.layers.{bid}.mlp.shared_expert.gate_proj",  # qwen2moe
+            "model.layers.{bid}.mlp.shared_experts.gate_proj", # deepseek2
         ),
 
         # Feed-forward down
@@ -299,6 +309,8 @@ class TensorNameMap:
             "model.layers.{bid}.feed_forward.w2",                     # internlm2
             "encoder.layers.{bid}.mlp.fc2",                           # nomic-bert
             "model.layers.{bid}.mlp.c_proj",                          # starcoder2
+            "encoder.layer.{bid}.mlp.wo",                             # jina-bert-v2
+            "model.layers.{bid}.residual_mlp.w2",                     # arctic
         ),
 
         MODEL_TENSOR.FFN_DOWN_EXP: (
@@ -310,6 +322,7 @@ class TensorNameMap:
 
         MODEL_TENSOR.FFN_DOWN_SHEXP: (
             "model.layers.{bid}.mlp.shared_expert.down_proj",  # qwen2moe
+            "model.layers.{bid}.mlp.shared_experts.down_proj", # deepseek2
         ),
 
         MODEL_TENSOR.ATTN_Q_NORM: (
@@ -317,6 +330,7 @@ class TensorNameMap:
             "model.layers.{bid}.self_attn.q_layernorm",                       # persimmon
             "model.layers.{bid}.self_attn.q_norm",                            # cohere
             "transformer.blocks.{bid}.attn.q_ln",                             # sea-lion
+            "encoder.layer.{bid}.attention.self.layer_norm_q"                 # jina-bert-v2
         ),
 
         MODEL_TENSOR.ATTN_K_NORM: (
@@ -324,6 +338,7 @@ class TensorNameMap:
             "model.layers.{bid}.self_attn.k_layernorm",                       # persimmon
             "model.layers.{bid}.self_attn.k_norm",                            # cohere
             "transformer.blocks.{bid}.attn.k_ln",                             # sea-lion
+            "encoder.layer.{bid}.attention.self.layer_norm_k"                 # jina-bert-v2
         ),
 
         MODEL_TENSOR.ROPE_FREQS: (
@@ -334,6 +349,7 @@ class TensorNameMap:
             "encoder.layer.{bid}.output.LayerNorm",         # bert
             "encoder.layers.{bid}.norm2",                   # nomic-bert
             "transformer.decoder_layer.{bid}.rms_norm_3",   # Grok
+            "encoder.layer.{bid}.mlp.layernorm",            # jina-bert-v2
         ),
 
         MODEL_TENSOR.SSM_IN: (
@@ -370,6 +386,42 @@ class TensorNameMap:
             "model.layers.{bid}.out_proj",
             "backbone.layers.{bid}.mixer.out_proj",
         ),
+
+        MODEL_TENSOR.ATTN_Q_A: (
+            "model.layers.{bid}.self_attn.q_a_proj", # deepseek2
+        ),
+
+        MODEL_TENSOR.ATTN_Q_B: (
+            "model.layers.{bid}.self_attn.q_b_proj", # deepseek2
+        ),
+
+        MODEL_TENSOR.ATTN_KV_A_MQA: (
+            "model.layers.{bid}.self_attn.kv_a_proj_with_mqa", # deepseek2
+        ),
+
+        MODEL_TENSOR.ATTN_KV_B: (
+            "model.layers.{bid}.self_attn.kv_b_proj", # deepseek2
+        ),
+
+        MODEL_TENSOR.ATTN_Q_A_NORM: (
+            "model.layers.{bid}.self_attn.q_a_layernorm", # deepseek2
+        ),
+
+        MODEL_TENSOR.ATTN_KV_A_NORM: (
+            "model.layers.{bid}.self_attn.kv_a_layernorm", # deepseek2
+        ),
+    }
+
+    # architecture-specific block mappings
+    arch_block_mappings_cfg: dict[MODEL_ARCH, dict[MODEL_TENSOR, tuple[str, ...]]] = {
+        MODEL_ARCH.ARCTIC: {
+            MODEL_TENSOR.FFN_NORM: (
+                "model.layers.{bid}.residual_layernorm",
+            ),
+            MODEL_TENSOR.FFN_NORM_EXP: (
+                "model.layers.{bid}.post_attention_layernorm",
+            ),
+        },
     }
 
     mapping: dict[str, tuple[MODEL_TENSOR, str]]
@@ -383,12 +435,14 @@ class TensorNameMap:
             self.mapping[tensor_name] = (tensor, tensor_name)
             for key in keys:
                 self.mapping[key] = (tensor, tensor_name)
+        if arch in self.arch_block_mappings_cfg:
+            self.block_mappings_cfg.update(self.arch_block_mappings_cfg[arch])
         for bid in range(n_blocks):
             for tensor, keys in self.block_mappings_cfg.items():
                 if tensor not in MODEL_TENSORS[arch]:
                     continue
                 # TODO: make this configurable
-                n_experts = 60
+                n_experts = 160
                 for xid in range(n_experts):
                     tensor_name = TENSOR_NAMES[tensor].format(bid = bid, xid = xid)
                     self.mapping[tensor_name] = (tensor, tensor_name)
diff --git a/gguf-py/gguf/vocab.py b/gguf-py/gguf/vocab.py
index c97a78f39..dc5749913 100644
--- a/gguf-py/gguf/vocab.py
+++ b/gguf-py/gguf/vocab.py
@@ -1,10 +1,15 @@
 from __future__ import annotations
 
+import re
 import logging
 import json
 import os
 from pathlib import Path
-from typing import Any, Callable
+from typing import Any, Callable, Sequence, Mapping, Iterable, Protocol, ClassVar, runtime_checkable
+
+from sentencepiece import SentencePieceProcessor
+
+import gguf
 
 from .gguf_writer import GGUFWriter
 
@@ -15,11 +20,11 @@ class SpecialVocab:
     merges: list[str]
     add_special_token: dict[str, bool]
     special_token_ids: dict[str, int]
-    chat_template: str | None
+    chat_template: str | Sequence[Mapping[str, str]] | None
 
     def __init__(
         self, path: str | os.PathLike[str], load_merges: bool = False,
-        special_token_types: tuple[str, ...] | None = None,
+        special_token_types: Iterable[str] | None = None,
         n_vocab: int | None = None,
     ):
         self.special_token_ids = {}
@@ -163,3 +168,298 @@ class SpecialVocab:
         for typ in self.special_token_types:
             self._set_special_token(typ, config.get(f'{typ}_token_id'))
         return True
+
+
+@runtime_checkable
+class BaseVocab(Protocol):
+    tokenizer_model: ClassVar[str]
+    name: ClassVar[str]
+
+
+@runtime_checkable
+class Vocab(BaseVocab, Protocol):
+    vocab_size: int
+    added_tokens_dict: dict[str, int]
+    added_tokens_list: list[str]
+    fname_tokenizer: Path
+
+    def __init__(self, base_path: Path): ...
+    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]: ...
+
+
+class NoVocab(BaseVocab):
+    tokenizer_model = "no_vocab"
+    name = "no_vocab"
+
+    def __repr__(self) -> str:
+        return "<NoVocab for a model without integrated vocabulary>"
+
+
+class BpeVocab(Vocab):
+    tokenizer_model = "gpt2"
+    name = "bpe"
+
+    def __init__(self, base_path: Path):
+        added_tokens: dict[str, int] = {}
+
+        if (fname_tokenizer := base_path / 'vocab.json').exists():
+            # "slow" tokenizer
+            with open(fname_tokenizer, encoding="utf-8") as f:
+                self.vocab = json.load(f)
+
+            try:
+                # FIXME: Verify that added tokens here _cannot_ overlap with the main vocab.
+                with open(base_path / 'added_tokens.json', encoding="utf-8") as f:
+                    added_tokens = json.load(f)
+            except FileNotFoundError:
+                pass
+        else:
+            # "fast" tokenizer
+            fname_tokenizer = base_path / 'tokenizer.json'
+
+            # if this fails, FileNotFoundError propagates to caller
+            with open(fname_tokenizer, encoding="utf-8") as f:
+                tokenizer_json = json.load(f)
+
+            tokenizer_model: dict[str, Any] = tokenizer_json['model']
+            if (
+                tokenizer_model['type'] != 'BPE' or tokenizer_model.get('byte_fallback', False)
+                or tokenizer_json['decoder']['type'] != 'ByteLevel'
+            ):
+                raise FileNotFoundError('Cannot find GPT-2 BPE tokenizer')
+
+            self.vocab = tokenizer_model["vocab"]
+
+            if (added := tokenizer_json.get('added_tokens')) is not None:
+                # Added tokens here can be duplicates of the main vocabulary.
+                added_tokens = {item['content']: item['id']
+                                for item in added
+                                if item['content'] not in self.vocab}
+
+        vocab_size   = len(self.vocab)
+        expected_ids = list(range(vocab_size, vocab_size + len(added_tokens)))
+        actual_ids   = sorted(added_tokens.values())
+        if expected_ids != actual_ids:
+            expected_end_id = vocab_size + len(actual_ids) - 1
+            raise ValueError(f"Expected the {len(actual_ids)} added token ID(s) to be sequential in the range "
+                             f"{vocab_size} - {expected_end_id}; got {actual_ids}")
+
+        items = sorted(added_tokens.items(), key=lambda text_idx: text_idx[1])
+        self.added_tokens_dict    = added_tokens
+        self.added_tokens_list    = [text for (text, idx) in items]
+        self.vocab_size_base      = vocab_size
+        self.vocab_size           = self.vocab_size_base + len(self.added_tokens_list)
+        self.fname_tokenizer      = fname_tokenizer
+
+    def bpe_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        reverse_vocab = {id: encoded_tok for encoded_tok, id in self.vocab.items()}
+
+        for i, _ in enumerate(self.vocab):
+            yield reverse_vocab[i], 0.0, gguf.TokenType.NORMAL
+
+    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        for text in self.added_tokens_list:
+            score = -1000.0
+            yield text.encode("utf-8"), score, gguf.TokenType.CONTROL
+
+    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        yield from self.bpe_tokens()
+        yield from self.added_tokens()
+
+    def __repr__(self) -> str:
+        return f"<BpeVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
+
+
+class SentencePieceVocab(Vocab):
+    tokenizer_model = "llama"
+    name = "spm"
+
+    def __init__(self, base_path: Path):
+        added_tokens: dict[str, int] = {}
+        if (fname_tokenizer := base_path / 'tokenizer.model').exists():
+            # normal location
+            try:
+                with open(base_path / 'added_tokens.json', encoding="utf-8") as f:
+                    added_tokens = json.load(f)
+            except FileNotFoundError:
+                pass
+        elif not (fname_tokenizer := base_path.parent / 'tokenizer.model').exists():
+            # not found in alternate location either
+            raise FileNotFoundError('Cannot find tokenizer.model')
+
+        self.sentencepiece_tokenizer = SentencePieceProcessor()
+        self.sentencepiece_tokenizer.LoadFromFile(str(fname_tokenizer))
+        vocab_size = self.sentencepiece_tokenizer.vocab_size()
+
+        new_tokens       = {id: piece for piece, id in added_tokens.items() if id >= vocab_size}
+        expected_new_ids = list(range(vocab_size, vocab_size + len(new_tokens)))
+        actual_new_ids   = sorted(new_tokens.keys())
+
+        if expected_new_ids != actual_new_ids:
+            raise ValueError(f"Expected new token IDs {expected_new_ids} to be sequential; got {actual_new_ids}")
+
+        # Token pieces that were added to the base vocabulary.
+        self.added_tokens_dict  = added_tokens
+        self.added_tokens_list  = [new_tokens[id] for id in actual_new_ids]
+        self.vocab_size_base    = vocab_size
+        self.vocab_size         = self.vocab_size_base + len(self.added_tokens_list)
+        self.fname_tokenizer    = fname_tokenizer
+
+    def sentencepiece_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        tokenizer = self.sentencepiece_tokenizer
+        for i in range(tokenizer.vocab_size()):
+            piece = tokenizer.IdToPiece(i)
+            text         = piece.encode("utf-8")
+            score: float = tokenizer.GetScore(i)
+
+            toktype = gguf.TokenType.NORMAL
+            if tokenizer.IsUnknown(i):
+                toktype = gguf.TokenType.UNKNOWN
+            if tokenizer.IsControl(i):
+                toktype = gguf.TokenType.CONTROL
+
+            # NOTE: I think added_tokens are user defined.
+            # ref: https://github.com/google/sentencepiece/blob/master/src/sentencepiece_model.proto
+            # if tokenizer.is_user_defined(i): toktype = gguf.TokenType.USER_DEFINED
+
+            if tokenizer.IsUnused(i):
+                toktype = gguf.TokenType.UNUSED
+            if tokenizer.IsByte(i):
+                toktype = gguf.TokenType.BYTE
+
+            yield text, score, toktype
+
+    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        for text in self.added_tokens_list:
+            score = -1000.0
+            yield text.encode("utf-8"), score, gguf.TokenType.USER_DEFINED
+
+    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        yield from self.sentencepiece_tokens()
+        yield from self.added_tokens()
+
+    def __repr__(self) -> str:
+        return f"<SentencePieceVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
+
+
+class LlamaHfVocab(Vocab):
+    tokenizer_model = "llama"
+    name = "hfft"
+
+    def __init__(self, base_path: Path):
+        fname_tokenizer = base_path / 'tokenizer.json'
+        # if this fails, FileNotFoundError propagates to caller
+        with open(fname_tokenizer, encoding='utf-8') as f:
+            tokenizer_json = json.load(f)
+
+        # pre-check so we know if we need transformers
+        tokenizer_model: dict[str, Any] = tokenizer_json['model']
+        is_llama3 = (
+            tokenizer_model['type'] == 'BPE' and tokenizer_model.get('ignore_merges', False)
+            and not tokenizer_model.get('byte_fallback', True)
+        )
+        if is_llama3:
+            raise TypeError('Llama 3 must be converted with BpeVocab')
+
+        if not is_llama3 and (
+            tokenizer_model['type'] != 'BPE' or not tokenizer_model.get('byte_fallback', False)
+            or tokenizer_json['decoder']['type'] != 'Sequence'
+        ):
+            raise FileNotFoundError('Cannot find Llama BPE tokenizer')
+
+        try:
+            from transformers import AutoTokenizer
+        except ImportError as e:
+            raise ImportError(
+                "To use LlamaHfVocab, please install the `transformers` package. "
+                "You can install it with `pip install transformers`."
+            ) from e
+
+        # Allow the tokenizer to default to slow or fast versions.
+        # Explicitly set tokenizer to use local paths.
+        self.tokenizer = AutoTokenizer.from_pretrained(
+            base_path,
+            cache_dir=base_path,
+            local_files_only=True,
+        )
+        assert self.tokenizer.is_fast  # assume tokenizer.json is used
+
+        # Initialize lists and dictionaries for added tokens
+        self.added_tokens_list = []
+        self.added_tokens_dict = dict()
+        self.added_tokens_ids  = set()
+
+        # Process added tokens
+        for tok, tokidx in sorted(
+            self.tokenizer.get_added_vocab().items(), key=lambda x: x[1]
+        ):
+            # Only consider added tokens that are not in the base vocabulary
+            if tokidx >= self.tokenizer.vocab_size:
+                self.added_tokens_list.append(tok)
+                self.added_tokens_dict[tok] = tokidx
+                self.added_tokens_ids.add(tokidx)
+
+        # Store special tokens and their IDs
+        self.specials = {
+            tok: self.tokenizer.get_vocab()[tok]
+            for tok in self.tokenizer.all_special_tokens
+        }
+        self.special_ids = set(self.tokenizer.all_special_ids)
+
+        # Set vocabulary sizes
+        self.vocab_size_base = self.tokenizer.vocab_size
+        self.vocab_size      = self.vocab_size_base + len(self.added_tokens_list)
+
+        self.fname_tokenizer = fname_tokenizer
+
+    def hf_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        reverse_vocab = {
+            id: encoded_tok for encoded_tok, id in self.tokenizer.get_vocab().items()
+        }
+
+        for token_id in range(self.vocab_size_base):
+            # Skip processing added tokens here
+            if token_id in self.added_tokens_ids:
+                continue
+
+            # Convert token text to bytes
+            token_text = reverse_vocab[token_id].encode("utf-8")
+
+            # Yield token text, score, and type
+            yield token_text, self.get_token_score(token_id), self.get_token_type(
+                token_id, token_text, self.special_ids  # Reuse already stored special IDs
+            )
+
+    def get_token_type(self, token_id: int, token_text: bytes, special_ids: set[int]) -> gguf.TokenType:
+        # Special case for byte tokens
+        if re.fullmatch(br"<0x[0-9A-Fa-f]{2}>", token_text):
+            return gguf.TokenType.BYTE
+
+        # Determine token type based on whether it's a special token
+        return gguf.TokenType.CONTROL if token_id in special_ids else gguf.TokenType.NORMAL
+
+    def get_token_score(self, token_id: int) -> float:
+        # Placeholder for actual logic to determine the token's score
+        # This needs to be implemented based on specific requirements
+        return -1000.0  # Default score
+
+    def added_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        for text in self.added_tokens_list:
+            if text in self.specials:
+                toktype = self.get_token_type(self.specials[text], b'', self.special_ids)
+                score = self.get_token_score(self.specials[text])
+            else:
+                toktype = gguf.TokenType.USER_DEFINED
+                score = -1000.0
+
+            yield text.encode("utf-8"), score, toktype
+
+    def has_newline_token(self):
+        return "<0x0A>" in self.tokenizer.vocab or "\n" in self.tokenizer.vocab
+
+    def all_tokens(self) -> Iterable[tuple[bytes, float, gguf.TokenType]]:
+        yield from self.hf_tokens()
+        yield from self.added_tokens()
+
+    def __repr__(self) -> str:
+        return f"<LlamaHfVocab with {self.vocab_size_base} base tokens and {len(self.added_tokens_list)} added tokens>"
diff --git a/gguf-py/pyproject.toml b/gguf-py/pyproject.toml
index d1d876d6d..36e63ee3b 100644
--- a/gguf-py/pyproject.toml
+++ b/gguf-py/pyproject.toml
@@ -21,6 +21,7 @@ classifiers = [
 [tool.poetry.dependencies]
 python = ">=3.8"
 numpy = ">=1.17"
+tqdm = ">=4.27"
 
 [tool.poetry.dev-dependencies]
 pytest = "^5.2"
diff --git a/gguf-py/scripts/gguf-dump.py b/gguf-py/scripts/gguf-dump.py
index 2d3c3943f..1a37a7b91 100755
--- a/gguf-py/scripts/gguf-dump.py
+++ b/gguf-py/scripts/gguf-dump.py
@@ -47,7 +47,7 @@ def dump_metadata(reader: GGUFReader, args: argparse.Namespace) -> None:
         if len(field.types) == 1:
             curr_type = field.types[0]
             if curr_type == GGUFValueType.STRING:
-                log_message += ' = {0}'.format(repr(str(bytes(field.parts[-1]), encoding='utf8')[:60]))
+                log_message += ' = {0}'.format(repr(str(bytes(field.parts[-1]), encoding='utf-8')[:60]))
             elif field.types[0] in reader.gguf_scalar_to_np:
                 log_message += ' = {0}'.format(field.parts[-1][0])
         print(log_message)  # noqa: NP100
diff --git a/gguf-py/scripts/gguf-new-metadata.py b/gguf-py/scripts/gguf-new-metadata.py
old mode 100644
new mode 100755
index 3444ab418..21e91180c
--- a/gguf-py/scripts/gguf-new-metadata.py
+++ b/gguf-py/scripts/gguf-new-metadata.py
@@ -7,7 +7,8 @@ import json
 from pathlib import Path
 
 import numpy as np
-from typing import Any, Mapping, Sequence
+from tqdm import tqdm
+from typing import Any, Sequence, NamedTuple
 
 # Necessary to load the local gguf package
 if "NO_LOCAL_GGUF" not in os.environ and (Path(__file__).parent.parent.parent / 'gguf-py').exists():
@@ -18,6 +19,12 @@ import gguf
 logger = logging.getLogger("gguf-new-metadata")
 
 
+class MetadataDetails(NamedTuple):
+    type: gguf.GGUFValueType
+    value: Any
+    description: str = ''
+
+
 def get_byteorder(reader: gguf.GGUFReader) -> gguf.GGUFEndian:
     if np.uint32(1) == np.uint32(1).newbyteorder("<"):
         # Host is little endian
@@ -34,7 +41,7 @@ def get_byteorder(reader: gguf.GGUFReader) -> gguf.GGUFEndian:
         return host_endian
 
 
-def decode_field(field: gguf.ReaderField) -> Any:
+def decode_field(field: gguf.ReaderField | None) -> Any:
     if field and field.types:
         main_type = field.types[0]
 
@@ -42,11 +49,11 @@ def decode_field(field: gguf.ReaderField) -> Any:
             sub_type = field.types[-1]
 
             if sub_type == gguf.GGUFValueType.STRING:
-                return [str(bytes(field.parts[idx]), encoding='utf8') for idx in field.data]
+                return [str(bytes(field.parts[idx]), encoding='utf-8') for idx in field.data]
             else:
                 return [pv for idx in field.data for pv in field.parts[idx].tolist()]
         if main_type == gguf.GGUFValueType.STRING:
-            return str(bytes(field.parts[-1]), encoding='utf8')
+            return str(bytes(field.parts[-1]), encoding='utf-8')
         else:
             return field.parts[-1][0]
 
@@ -59,7 +66,16 @@ def get_field_data(reader: gguf.GGUFReader, key: str) -> Any:
     return decode_field(field)
 
 
-def copy_with_new_metadata(reader: gguf.GGUFReader, writer: gguf.GGUFWriter, new_metadata: Mapping[str, str], remove_metadata: Sequence[str]) -> None:
+def find_token(token_list: Sequence[int], token: str) -> Sequence[int]:
+    token_ids = [index for index, value in enumerate(token_list) if value == token]
+
+    if len(token_ids) == 0:
+        raise LookupError(f'Unable to find "{token}" in token list!')
+
+    return token_ids
+
+
+def copy_with_new_metadata(reader: gguf.GGUFReader, writer: gguf.GGUFWriter, new_metadata: dict[str, MetadataDetails], remove_metadata: Sequence[str]) -> None:
     for field in reader.fields.values():
         # Suppress virtual fields and fields written by GGUFWriter
         if field.name == gguf.Keys.General.ARCHITECTURE or field.name.startswith('GGUF.'):
@@ -75,34 +91,36 @@ def copy_with_new_metadata(reader: gguf.GGUFReader, writer: gguf.GGUFWriter, new
             logger.debug(f'Removing {field.name}')
             continue
 
-        old_val = decode_field(field)
+        old_val = MetadataDetails(field.types[0], decode_field(field))
         val = new_metadata.get(field.name, old_val)
 
         if field.name in new_metadata:
-            logger.debug(f'Modifying {field.name}: "{old_val}" -> "{val}"')
+            logger.debug(f'Modifying {field.name}: "{old_val.value}" -> "{val.value}" {val.description}')
             del new_metadata[field.name]
-        elif val is not None:
+        elif val.value is not None:
             logger.debug(f'Copying {field.name}')
 
-        if val is not None:
+        if val.value is not None:
             writer.add_key(field.name)
-            writer.add_val(val, field.types[0])
+            writer.add_val(val.value, val.type)
 
     if gguf.Keys.Tokenizer.CHAT_TEMPLATE in new_metadata:
         logger.debug('Adding chat template(s)')
-        writer.add_chat_template(new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE])
+        writer.add_chat_template(new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE].value)
         del new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE]
 
-    # TODO: Support other types than string?
     for key, val in new_metadata.items():
-        logger.debug(f'Adding {key}: {val}')
+        logger.debug(f'Adding {key}: "{val.value}" {val.description}')
         writer.add_key(key)
-        writer.add_val(val, gguf.GGUFValueType.STRING)
+        writer.add_val(val.value, val.type)
+
+    total_bytes = 0
 
     for tensor in reader.tensors:
-        # Dimensions are written in reverse order, so flip them first
-        shape = np.flipud(tensor.shape)
-        writer.add_tensor_info(tensor.name, shape, tensor.data.dtype, tensor.data.nbytes, tensor.tensor_type)
+        total_bytes += tensor.n_bytes
+        writer.add_tensor_info(tensor.name, tensor.data.shape, tensor.data.dtype, tensor.data.nbytes, tensor.tensor_type)
+
+    bar = tqdm(desc="Writing", total=total_bytes, unit="byte", unit_scale=True)
 
     writer.write_header_to_file()
     writer.write_kv_data_to_file()
@@ -110,19 +128,26 @@ def copy_with_new_metadata(reader: gguf.GGUFReader, writer: gguf.GGUFWriter, new
 
     for tensor in reader.tensors:
         writer.write_tensor_data(tensor.data)
+        bar.update(tensor.n_bytes)
 
     writer.close()
 
 
 def main() -> None:
+    tokenizer_metadata = (getattr(gguf.Keys.Tokenizer, n) for n in gguf.Keys.Tokenizer.__dict__.keys() if not n.startswith('_'))
+    token_names = dict((n.split('.')[-1][:-len('_token_id')], n) for n in tokenizer_metadata if n.endswith('_token_id'))
+
     parser = argparse.ArgumentParser(description="Make a copy of a GGUF file with new metadata")
     parser.add_argument("input",                                       type=Path, help="GGUF format model input filename")
     parser.add_argument("output",                                      type=Path, help="GGUF format model output filename")
-    parser.add_argument("--general-name",                              type=str,  help="The models general.name")
-    parser.add_argument("--general-description",                       type=str,  help="The models general.description")
-    parser.add_argument("--chat-template",                             type=str,  help="Chat template string (or JSON string containing templates)")
-    parser.add_argument("--chat-template-config",                      type=Path, help="Config file (tokenizer_config.json) containing chat template(s)")
-    parser.add_argument("--remove-metadata",      action="append",     type=str,  help="Remove metadata (by key name) from output model")
+    parser.add_argument("--general-name",                              type=str,  help="The models general.name", metavar='"name"')
+    parser.add_argument("--general-description",                       type=str,  help="The models general.description", metavar='"Description ..."')
+    parser.add_argument("--chat-template",                             type=str,  help="Chat template string (or JSON string containing templates)", metavar='"{% ... %} ..."')
+    parser.add_argument("--chat-template-config",                      type=Path, help="Config file containing chat template(s)", metavar='tokenizer_config.json')
+    parser.add_argument("--pre-tokenizer",                             type=str,  help="The models tokenizer.ggml.pre", metavar='"pre tokenizer"')
+    parser.add_argument("--remove-metadata",      action="append",     type=str,  help="Remove metadata (by key name) from output model", metavar='general.url')
+    parser.add_argument("--special-token",        action="append",     type=str,  help="Special token by value", nargs=2, metavar=(' | '.join(token_names.keys()), '"<token>"'))
+    parser.add_argument("--special-token-by-id",  action="append",     type=str,  help="Special token by id", nargs=2, metavar=(' | '.join(token_names.keys()), '0'))
     parser.add_argument("--force",                action="store_true",            help="Bypass warnings without confirmation")
     parser.add_argument("--verbose",              action="store_true",            help="Increase output verbosity")
     args = parser.parse_args(None if len(sys.argv) > 2 else ["--help"])
@@ -133,20 +158,23 @@ def main() -> None:
     remove_metadata = args.remove_metadata or []
 
     if args.general_name:
-        new_metadata[gguf.Keys.General.NAME] = args.general_name
+        new_metadata[gguf.Keys.General.NAME] = MetadataDetails(gguf.GGUFValueType.STRING, args.general_name)
 
     if args.general_description:
-        new_metadata[gguf.Keys.General.DESCRIPTION] = args.general_description
+        new_metadata[gguf.Keys.General.DESCRIPTION] = MetadataDetails(gguf.GGUFValueType.STRING, args.general_description)
 
     if args.chat_template:
-        new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE] = json.loads(args.chat_template) if args.chat_template.startswith('[') else args.chat_template
+        new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE] = MetadataDetails(gguf.GGUFValueType.STRING, json.loads(args.chat_template) if args.chat_template.startswith('[') else args.chat_template)
 
     if args.chat_template_config:
         with open(args.chat_template_config, 'r') as fp:
             config = json.load(fp)
             template = config.get('chat_template')
             if template:
-                new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE] = template
+                new_metadata[gguf.Keys.Tokenizer.CHAT_TEMPLATE] = MetadataDetails(gguf.GGUFValueType.STRING, template)
+
+    if args.pre_tokenizer:
+        new_metadata[gguf.Keys.Tokenizer.PRE] = MetadataDetails(gguf.GGUFValueType.STRING, args.pre_tokenizer)
 
     if remove_metadata:
         logger.warning('*** Warning *** Warning *** Warning **')
@@ -166,6 +194,32 @@ def main() -> None:
     arch = get_field_data(reader, gguf.Keys.General.ARCHITECTURE)
     endianess = get_byteorder(reader)
 
+    token_list = get_field_data(reader, gguf.Keys.Tokenizer.LIST) or []
+
+    for name, token in args.special_token or []:
+        if name not in token_names:
+            logger.warning(f'Unknown special token "{name}", ignoring...')
+        else:
+            ids = find_token(token_list, token)
+            new_metadata[token_names[name]] = MetadataDetails(gguf.GGUFValueType.UINT32, ids[0], f'= {token}')
+
+            if len(ids) > 1:
+                logger.warning(f'Multiple "{token}" tokens found, choosing ID {ids[0]}, use --special-token-by-id if you want another:')
+                logger.warning(', '.join(str(i) for i in ids))
+
+    for name, id_string in args.special_token_by_id or []:
+        if name not in token_names:
+            logger.warning(f'Unknown special token "{name}", ignoring...')
+        elif not id_string.isdecimal():
+            raise LookupError(f'Token ID "{id_string}" is not a valid ID!')
+        else:
+            id_int = int(id_string)
+
+            if id_int >= 0 and id_int < len(token_list):
+                new_metadata[token_names[name]] = MetadataDetails(gguf.GGUFValueType.UINT32, id_int, f'= {token_list[id_int]}')
+            else:
+                raise LookupError(f'Token ID {id_int} is not within token list!')
+
     if os.path.isfile(args.output) and not args.force:
         logger.warning('*** Warning *** Warning *** Warning **')
         logger.warning(f'* The "{args.output}" GGUF file already exists, it will be overwritten!')
diff --git a/llama.cpp b/llama.cpp
index 9c72d118f..40d2ec2c9 100644
--- a/llama.cpp
+++ b/llama.cpp
@@ -7,6 +7,10 @@
 #include "ggml-alloc.h"
 #include "ggml-backend.h"
 
+#ifdef GGML_USE_RPC
+#  include "ggml-rpc.h"
+#endif
+
 #ifdef GGML_USE_CUDA
 #  include "ggml-cuda.h"
 #elif defined(GGML_USE_CLBLAST)
@@ -22,16 +26,9 @@
 #ifdef GGML_USE_METAL
 #  include "ggml-metal.h"
 #endif
-#ifdef GGML_USE_MPI
-#  include "ggml-mpi.h"
-#endif
-#ifndef QK_K
-#  ifdef GGML_QKK_64
-#    define QK_K 64
-#  else
-#    define QK_K 256
-#  endif
-#endif
+
+// TODO: replace with ggml API call
+#define QK_K 256
 
 #ifdef __has_include
     #if __has_include(<unistd.h>)
@@ -106,7 +103,7 @@
 #endif
 
 #define LLAMA_MAX_NODES   8192
-#define LLAMA_MAX_EXPERTS 60
+#define LLAMA_MAX_EXPERTS 160
 
 //
 // logging
@@ -201,10 +198,10 @@ enum llm_arch {
     LLM_ARCH_GPTNEOX,
     LLM_ARCH_MPT,
     LLM_ARCH_STARCODER,
-    LLM_ARCH_PERSIMMON,
     LLM_ARCH_REFACT,
     LLM_ARCH_BERT,
     LLM_ARCH_NOMIC_BERT,
+    LLM_ARCH_JINA_BERT_V2,
     LLM_ARCH_BLOOM,
     LLM_ARCH_STABLELM,
     LLM_ARCH_QWEN,
@@ -224,43 +221,47 @@ enum llm_arch {
     LLM_ARCH_COMMAND_R,
     LLM_ARCH_DBRX,
     LLM_ARCH_OLMO,
+    LLM_ARCH_ARCTIC,
+    LLM_ARCH_DEEPSEEK2,
     LLM_ARCH_UNKNOWN,
 };
 
 static const std::map<llm_arch, const char *> LLM_ARCH_NAMES = {
-    { LLM_ARCH_LLAMA,           "llama"      },
-    { LLM_ARCH_FALCON,          "falcon"     },
-    { LLM_ARCH_GROK,            "grok"       },
-    { LLM_ARCH_GPT2,            "gpt2"       },
-    { LLM_ARCH_GPTJ,            "gptj"       },
-    { LLM_ARCH_GPTNEOX,         "gptneox"    },
-    { LLM_ARCH_MPT,             "mpt"        },
-    { LLM_ARCH_BAICHUAN,        "baichuan"   },
-    { LLM_ARCH_STARCODER,       "starcoder"  },
-    { LLM_ARCH_PERSIMMON,       "persimmon"  },
-    { LLM_ARCH_REFACT,          "refact"     },
-    { LLM_ARCH_BERT,            "bert"       },
-    { LLM_ARCH_NOMIC_BERT,      "nomic-bert" },
-    { LLM_ARCH_BLOOM,           "bloom"      },
-    { LLM_ARCH_STABLELM,        "stablelm"   },
-    { LLM_ARCH_QWEN,            "qwen"       },
-    { LLM_ARCH_QWEN2,           "qwen2"      },
-    { LLM_ARCH_QWEN2MOE,        "qwen2moe"   },
-    { LLM_ARCH_PHI2,            "phi2"       },
-    { LLM_ARCH_PHI3,            "phi3"       },
-    { LLM_ARCH_PLAMO,           "plamo"      },
-    { LLM_ARCH_CODESHELL,       "codeshell"  },
-    { LLM_ARCH_ORION,           "orion"      },
-    { LLM_ARCH_INTERNLM2,       "internlm2"  },
-    { LLM_ARCH_MINICPM,         "minicpm"    },
-    { LLM_ARCH_GEMMA,           "gemma"      },
-    { LLM_ARCH_STARCODER2,      "starcoder2" },
-    { LLM_ARCH_MAMBA,           "mamba"      },
-    { LLM_ARCH_XVERSE,          "xverse"     },
-    { LLM_ARCH_COMMAND_R,       "command-r"  },
-    { LLM_ARCH_DBRX,            "dbrx"       },
-    { LLM_ARCH_OLMO,            "olmo"       },
-    { LLM_ARCH_UNKNOWN,         "(unknown)"  },
+    { LLM_ARCH_LLAMA,           "llama"        },
+    { LLM_ARCH_FALCON,          "falcon"       },
+    { LLM_ARCH_GROK,            "grok"         },
+    { LLM_ARCH_GPT2,            "gpt2"         },
+    { LLM_ARCH_GPTJ,            "gptj"         },
+    { LLM_ARCH_GPTNEOX,         "gptneox"      },
+    { LLM_ARCH_MPT,             "mpt"          },
+    { LLM_ARCH_BAICHUAN,        "baichuan"     },
+    { LLM_ARCH_STARCODER,       "starcoder"    },
+    { LLM_ARCH_REFACT,          "refact"       },
+    { LLM_ARCH_BERT,            "bert"         },
+    { LLM_ARCH_NOMIC_BERT,      "nomic-bert"   },
+    { LLM_ARCH_JINA_BERT_V2,    "jina-bert-v2" },
+    { LLM_ARCH_BLOOM,           "bloom"        },
+    { LLM_ARCH_STABLELM,        "stablelm"     },
+    { LLM_ARCH_QWEN,            "qwen"         },
+    { LLM_ARCH_QWEN2,           "qwen2"        },
+    { LLM_ARCH_QWEN2MOE,        "qwen2moe"     },
+    { LLM_ARCH_PHI2,            "phi2"         },
+    { LLM_ARCH_PHI3,            "phi3"         },
+    { LLM_ARCH_PLAMO,           "plamo"        },
+    { LLM_ARCH_CODESHELL,       "codeshell"    },
+    { LLM_ARCH_ORION,           "orion"        },
+    { LLM_ARCH_INTERNLM2,       "internlm2"    },
+    { LLM_ARCH_MINICPM,         "minicpm"      },
+    { LLM_ARCH_GEMMA,           "gemma"        },
+    { LLM_ARCH_STARCODER2,      "starcoder2"   },
+    { LLM_ARCH_MAMBA,           "mamba"        },
+    { LLM_ARCH_XVERSE,          "xverse"       },
+    { LLM_ARCH_COMMAND_R,       "command-r"    },
+    { LLM_ARCH_DBRX,            "dbrx"         },
+    { LLM_ARCH_OLMO,            "olmo"         },
+    { LLM_ARCH_ARCTIC,          "arctic"       },
+    { LLM_ARCH_DEEPSEEK2,       "deepseek2"    },
+    { LLM_ARCH_UNKNOWN,         "(unknown)"    },
 };
 
 enum llm_kv {
@@ -280,11 +281,15 @@ enum llm_kv {
     LLM_KV_CONTEXT_LENGTH,
     LLM_KV_EMBEDDING_LENGTH,
     LLM_KV_BLOCK_COUNT,
+    LLM_KV_LEADING_DENSE_BLOCK_COUNT,
     LLM_KV_FEED_FORWARD_LENGTH,
+    LLM_KV_EXPERT_FEED_FORWARD_LENGTH,
     LLM_KV_USE_PARALLEL_RESIDUAL,
     LLM_KV_TENSOR_DATA_LAYOUT,
     LLM_KV_EXPERT_COUNT,
     LLM_KV_EXPERT_USED_COUNT,
+    LLM_KV_EXPERT_SHARED_COUNT,
+    LLM_KV_EXPERT_WEIGHTS_SCALE,
     LLM_KV_POOLING_TYPE,
     LLM_KV_LOGIT_SCALE,
 
@@ -297,14 +302,18 @@ enum llm_kv {
     LLM_KV_ATTENTION_LAYERNORM_EPS,
     LLM_KV_ATTENTION_LAYERNORM_RMS_EPS,
     LLM_KV_ATTENTION_CAUSAL,
+    LLM_KV_ATTENTION_Q_LORA_RANK,
+    LLM_KV_ATTENTION_KV_LORA_RANK,
 
     LLM_KV_ROPE_DIMENSION_COUNT,
     LLM_KV_ROPE_FREQ_BASE,
     LLM_KV_ROPE_SCALE_LINEAR,
     LLM_KV_ROPE_SCALING_TYPE,
     LLM_KV_ROPE_SCALING_FACTOR,
+    LLM_KV_ROPE_SCALING_ATTN_FACTOR,
     LLM_KV_ROPE_SCALING_ORIG_CTX_LEN,
     LLM_KV_ROPE_SCALING_FINETUNED,
+    LLM_KV_ROPE_SCALING_YARN_LOG_MUL,
 
     LLM_KV_SPLIT_NO,
     LLM_KV_SPLIT_COUNT,
@@ -353,17 +362,21 @@ static const std::map<llm_kv, const char *> LLM_KV_NAMES = {
     { LLM_KV_GENERAL_SOURCE_URL,            "general.source.url"                    },
     { LLM_KV_GENERAL_SOURCE_HF_REPO,        "general.source.huggingface.repository" },
 
-    { LLM_KV_VOCAB_SIZE,                    "%s.vocab_size"            },
-    { LLM_KV_CONTEXT_LENGTH,                "%s.context_length"        },
-    { LLM_KV_EMBEDDING_LENGTH,              "%s.embedding_length"      },
-    { LLM_KV_BLOCK_COUNT,                   "%s.block_count"           },
-    { LLM_KV_FEED_FORWARD_LENGTH,           "%s.feed_forward_length"   },
-    { LLM_KV_USE_PARALLEL_RESIDUAL,         "%s.use_parallel_residual" },
-    { LLM_KV_TENSOR_DATA_LAYOUT,            "%s.tensor_data_layout"    },
-    { LLM_KV_EXPERT_COUNT,                  "%s.expert_count"          },
-    { LLM_KV_EXPERT_USED_COUNT,             "%s.expert_used_count"     },
-    { LLM_KV_POOLING_TYPE ,                 "%s.pooling_type"          },
-    { LLM_KV_LOGIT_SCALE,                   "%s.logit_scale"           },
+    { LLM_KV_VOCAB_SIZE,                    "%s.vocab_size"                 },
+    { LLM_KV_CONTEXT_LENGTH,                "%s.context_length"             },
+    { LLM_KV_EMBEDDING_LENGTH,              "%s.embedding_length"           },
+    { LLM_KV_BLOCK_COUNT,                   "%s.block_count"                },
+    { LLM_KV_LEADING_DENSE_BLOCK_COUNT,     "%s.leading_dense_block_count"  },
+    { LLM_KV_FEED_FORWARD_LENGTH,           "%s.feed_forward_length"        },
+    { LLM_KV_EXPERT_FEED_FORWARD_LENGTH,    "%s.expert_feed_forward_length" },
+    { LLM_KV_USE_PARALLEL_RESIDUAL,         "%s.use_parallel_residual"      },
+    { LLM_KV_TENSOR_DATA_LAYOUT,            "%s.tensor_data_layout"         },
+    { LLM_KV_EXPERT_COUNT,                  "%s.expert_count"               },
+    { LLM_KV_EXPERT_USED_COUNT,             "%s.expert_used_count"          },
+    { LLM_KV_EXPERT_SHARED_COUNT,           "%s.expert_shared_count"        },
+    { LLM_KV_EXPERT_WEIGHTS_SCALE,          "%s.expert_weights_scale"       },
+    { LLM_KV_POOLING_TYPE ,                 "%s.pooling_type"               },
+    { LLM_KV_LOGIT_SCALE,                   "%s.logit_scale"                },
 
     { LLM_KV_ATTENTION_HEAD_COUNT,          "%s.attention.head_count"             },
     { LLM_KV_ATTENTION_HEAD_COUNT_KV,       "%s.attention.head_count_kv"          },
@@ -374,14 +387,18 @@ static const std::map<llm_kv, const char *> LLM_KV_NAMES = {
     { LLM_KV_ATTENTION_LAYERNORM_EPS,       "%s.attention.layer_norm_epsilon"     },
     { LLM_KV_ATTENTION_LAYERNORM_RMS_EPS,   "%s.attention.layer_norm_rms_epsilon" },
     { LLM_KV_ATTENTION_CAUSAL,              "%s.attention.causal"                 },
+    { LLM_KV_ATTENTION_Q_LORA_RANK,         "%s.attention.q_lora_rank"            },
+    { LLM_KV_ATTENTION_KV_LORA_RANK,        "%s.attention.kv_lora_rank"           },
 
     { LLM_KV_ROPE_DIMENSION_COUNT,          "%s.rope.dimension_count"                 },
     { LLM_KV_ROPE_FREQ_BASE,                "%s.rope.freq_base"                       },
     { LLM_KV_ROPE_SCALE_LINEAR,             "%s.rope.scale_linear"                    },
     { LLM_KV_ROPE_SCALING_TYPE,             "%s.rope.scaling.type"                    },
     { LLM_KV_ROPE_SCALING_FACTOR,           "%s.rope.scaling.factor"                  },
+    { LLM_KV_ROPE_SCALING_ATTN_FACTOR,      "%s.rope.scaling.attn_factor"             },
     { LLM_KV_ROPE_SCALING_ORIG_CTX_LEN,     "%s.rope.scaling.original_context_length" },
     { LLM_KV_ROPE_SCALING_FINETUNED,        "%s.rope.scaling.finetuned"               },
+    { LLM_KV_ROPE_SCALING_YARN_LOG_MUL,     "%s.rope.scaling.yarn_log_multiplier"     },
 
     { LLM_KV_SPLIT_NO,                      "split.no"            },
     { LLM_KV_SPLIT_COUNT,                   "split.count"         },
@@ -435,6 +452,8 @@ enum llm_tensor {
     LLM_TENSOR_OUTPUT,
     LLM_TENSOR_OUTPUT_NORM,
     LLM_TENSOR_ROPE_FREQS,
+    LLM_TENSOR_ROPE_FACTORS_LONG,
+    LLM_TENSOR_ROPE_FACTORS_SHORT,
     LLM_TENSOR_ATTN_Q,
     LLM_TENSOR_ATTN_K,
     LLM_TENSOR_ATTN_V,
@@ -454,6 +473,7 @@ enum llm_tensor {
     LLM_TENSOR_FFN_DOWN_EXP,  // split experts for backward compatibility
     LLM_TENSOR_FFN_GATE_EXP,
     LLM_TENSOR_FFN_UP_EXP,
+    LLM_TENSOR_FFN_NORM_EXPS,
     LLM_TENSOR_FFN_DOWN_EXPS, // merged experts
     LLM_TENSOR_FFN_GATE_EXPS,
     LLM_TENSOR_FFN_UP_EXPS,
@@ -470,6 +490,12 @@ enum llm_tensor {
     LLM_TENSOR_SSM_A,
     LLM_TENSOR_SSM_D,
     LLM_TENSOR_SSM_OUT,
+    LLM_TENSOR_ATTN_Q_A,
+    LLM_TENSOR_ATTN_Q_B,
+    LLM_TENSOR_ATTN_KV_A_MQA,
+    LLM_TENSOR_ATTN_KV_B,
+    LLM_TENSOR_ATTN_Q_A_NORM,
+    LLM_TENSOR_ATTN_KV_A_NORM,
 };
 
 static const std::map<llm_arch, std::map<llm_tensor, std::string>> LLM_TENSOR_NAMES = {
@@ -592,23 +618,6 @@ static const std::map<llm_arch, std::map<llm_tensor, std::string>> LLM_TENSOR_NA
             { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
         },
     },
-    {
-        LLM_ARCH_PERSIMMON,
-        {
-            { LLM_TENSOR_TOKEN_EMBD,      "token_embd"},
-            { LLM_TENSOR_OUTPUT_NORM,     "output_norm"},
-            { LLM_TENSOR_OUTPUT,          "output"},
-            { LLM_TENSOR_ATTN_NORM,       "blk.%d.attn_norm"},
-            { LLM_TENSOR_ATTN_QKV,        "blk.%d.attn_qkv"},
-            { LLM_TENSOR_ATTN_OUT,        "blk.%d.attn_output"},
-            { LLM_TENSOR_ATTN_Q_NORM,     "blk.%d.attn_q_norm"},
-            { LLM_TENSOR_ATTN_K_NORM,     "blk.%d.attn_k_norm"},
-            { LLM_TENSOR_FFN_NORM,        "blk.%d.ffn_norm"},
-            { LLM_TENSOR_FFN_DOWN,        "blk.%d.ffn_down"},
-            { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up"},
-            { LLM_TENSOR_ATTN_ROT_EMBD,   "blk.%d.attn_rot_embd"},
-        },
-    },
     {
         LLM_ARCH_MPT,
         {
@@ -691,6 +700,25 @@ static const std::map<llm_arch, std::map<llm_tensor, std::string>> LLM_TENSOR_NA
             { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
         },
     },
+    {
+        LLM_ARCH_JINA_BERT_V2,
+        {
+            { LLM_TENSOR_TOKEN_EMBD,      "token_embd" },
+            { LLM_TENSOR_TOKEN_EMBD_NORM, "token_embd_norm" },
+            { LLM_TENSOR_TOKEN_TYPES,     "token_types" },
+            { LLM_TENSOR_ATTN_OUT_NORM,   "blk.%d.attn_output_norm" },
+            { LLM_TENSOR_ATTN_Q,          "blk.%d.attn_q" },
+            { LLM_TENSOR_ATTN_Q_NORM,     "blk.%d.attn_q_norm" },
+            { LLM_TENSOR_ATTN_K,          "blk.%d.attn_k" },
+            { LLM_TENSOR_ATTN_K_NORM,     "blk.%d.attn_k_norm" },
+            { LLM_TENSOR_ATTN_V,          "blk.%d.attn_v" },
+            { LLM_TENSOR_ATTN_OUT,        "blk.%d.attn_output" },
+            { LLM_TENSOR_LAYER_OUT_NORM,  "blk.%d.layer_output_norm" },
+            { LLM_TENSOR_FFN_DOWN,        "blk.%d.ffn_down" },
+            { LLM_TENSOR_FFN_GATE,        "blk.%d.ffn_gate" },
+            { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
+        },
+    },
     {
         LLM_ARCH_BLOOM,
         {
@@ -800,18 +828,20 @@ static const std::map<llm_arch, std::map<llm_tensor, std::string>> LLM_TENSOR_NA
     {
         LLM_ARCH_PHI3,
         {
-            { LLM_TENSOR_TOKEN_EMBD,      "token_embd" },
-            { LLM_TENSOR_OUTPUT_NORM,     "output_norm" },
-            { LLM_TENSOR_OUTPUT,          "output" },
-            { LLM_TENSOR_ATTN_NORM,       "blk.%d.attn_norm" },
-            { LLM_TENSOR_ATTN_QKV,        "blk.%d.attn_qkv" },
-            { LLM_TENSOR_ATTN_Q,          "blk.%d.attn_q" },
-            { LLM_TENSOR_ATTN_K,          "blk.%d.attn_k" },
-            { LLM_TENSOR_ATTN_V,          "blk.%d.attn_v" },
-            { LLM_TENSOR_ATTN_OUT,        "blk.%d.attn_output" },
-            { LLM_TENSOR_FFN_NORM,        "blk.%d.ffn_norm" },
-            { LLM_TENSOR_FFN_DOWN,        "blk.%d.ffn_down" },
-            { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
+            { LLM_TENSOR_TOKEN_EMBD,         "token_embd" },
+            { LLM_TENSOR_OUTPUT_NORM,        "output_norm" },
+            { LLM_TENSOR_OUTPUT,             "output" },
+            { LLM_TENSOR_ROPE_FACTORS_LONG,  "rope_factors_long" },
+            { LLM_TENSOR_ROPE_FACTORS_SHORT, "rope_factors_short" },
+            { LLM_TENSOR_ATTN_NORM,          "blk.%d.attn_norm" },
+            { LLM_TENSOR_ATTN_QKV,           "blk.%d.attn_qkv" },
+            { LLM_TENSOR_ATTN_Q,             "blk.%d.attn_q" },
+            { LLM_TENSOR_ATTN_K,             "blk.%d.attn_k" },
+            { LLM_TENSOR_ATTN_V,             "blk.%d.attn_v" },
+            { LLM_TENSOR_ATTN_OUT,           "blk.%d.attn_output" },
+            { LLM_TENSOR_FFN_NORM,           "blk.%d.ffn_norm" },
+            { LLM_TENSOR_FFN_DOWN,           "blk.%d.ffn_down" },
+            { LLM_TENSOR_FFN_UP,             "blk.%d.ffn_up" },
         },
     },
     {
@@ -1027,6 +1057,57 @@ static const std::map<llm_arch, std::map<llm_tensor, std::string>> LLM_TENSOR_NA
             { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
         },
     },
+    {
+        LLM_ARCH_ARCTIC,
+        {
+            { LLM_TENSOR_TOKEN_EMBD,      "token_embd" },
+            { LLM_TENSOR_OUTPUT_NORM,     "output_norm" },
+            { LLM_TENSOR_OUTPUT,          "output" },
+            { LLM_TENSOR_ATTN_NORM,       "blk.%d.attn_norm" },
+            { LLM_TENSOR_ATTN_Q,          "blk.%d.attn_q" },
+            { LLM_TENSOR_ATTN_K,          "blk.%d.attn_k" },
+            { LLM_TENSOR_ATTN_V,          "blk.%d.attn_v" },
+            { LLM_TENSOR_ATTN_OUT,        "blk.%d.attn_output" },
+            { LLM_TENSOR_FFN_GATE_INP,    "blk.%d.ffn_gate_inp" },
+            { LLM_TENSOR_FFN_NORM,        "blk.%d.ffn_norm" },
+            { LLM_TENSOR_FFN_GATE,        "blk.%d.ffn_gate" },
+            { LLM_TENSOR_FFN_DOWN,        "blk.%d.ffn_down" },
+            { LLM_TENSOR_FFN_UP,          "blk.%d.ffn_up" },
+            { LLM_TENSOR_FFN_NORM_EXPS,   "blk.%d.ffn_norm_exps" },
+            { LLM_TENSOR_FFN_GATE_EXPS,   "blk.%d.ffn_gate_exps" },
+            { LLM_TENSOR_FFN_DOWN_EXPS,   "blk.%d.ffn_down_exps" },
+            { LLM_TENSOR_FFN_UP_EXPS,     "blk.%d.ffn_up_exps" },
+        },
+    },
+    {
+        LLM_ARCH_DEEPSEEK2,
+        {
+            { LLM_TENSOR_TOKEN_EMBD,         "token_embd" },
+            { LLM_TENSOR_OUTPUT_NORM,        "output_norm" },
+            { LLM_TENSOR_OUTPUT,             "output" },
+            { LLM_TENSOR_ATTN_NORM,          "blk.%d.attn_norm" },
+            { LLM_TENSOR_ATTN_Q_A_NORM,      "blk.%d.attn_q_a_norm" },
+            { LLM_TENSOR_ATTN_KV_A_NORM,     "blk.%d.attn_kv_a_norm" },
+            { LLM_TENSOR_ATTN_Q,             "blk.%d.attn_q" },
+            { LLM_TENSOR_ATTN_Q_A,           "blk.%d.attn_q_a" },
+            { LLM_TENSOR_ATTN_Q_B,           "blk.%d.attn_q_b" },
+            { LLM_TENSOR_ATTN_KV_A_MQA,      "blk.%d.attn_kv_a_mqa" },
+            { LLM_TENSOR_ATTN_KV_B,          "blk.%d.attn_kv_b" },
+            { LLM_TENSOR_ATTN_OUT,           "blk.%d.attn_output" },
+            { LLM_TENSOR_FFN_NORM,           "blk.%d.ffn_norm" },
+            { LLM_TENSOR_FFN_GATE,           "blk.%d.ffn_gate" },
+            { LLM_TENSOR_FFN_UP,             "blk.%d.ffn_up" },
+            { LLM_TENSOR_FFN_DOWN,           "blk.%d.ffn_down" },
+            { LLM_TENSOR_FFN_GATE_INP,       "blk.%d.ffn_gate_inp" },
+            { LLM_TENSOR_FFN_GATE_EXPS,      "blk.%d.ffn_gate_exps" },
+            { LLM_TENSOR_FFN_DOWN_EXPS,      "blk.%d.ffn_down_exps" },
+            { LLM_TENSOR_FFN_UP_EXPS,        "blk.%d.ffn_up_exps" },
+            { LLM_TENSOR_FFN_GATE_INP_SHEXP, "blk.%d.ffn_gate_inp_shexp" },
+            { LLM_TENSOR_FFN_GATE_SHEXP,     "blk.%d.ffn_gate_shexp" },
+            { LLM_TENSOR_FFN_DOWN_SHEXP,     "blk.%d.ffn_down_shexp" },
+            { LLM_TENSOR_FFN_UP_SHEXP,       "blk.%d.ffn_up_shexp" },
+        },
+    },
     {
         LLM_ARCH_UNKNOWN,
         {
@@ -1621,12 +1702,13 @@ struct llama_mlock {
 };
 using llama_mlocks = std::vector<std::unique_ptr<llama_mlock>>;
 
-static std::string llama_token_to_piece(const struct llama_context * ctx, llama_token token, bool special) {
+// NOTE: avoid ever using this except for building the token_to_piece caches
+static std::string llama_token_to_piece(const struct llama_model * model, llama_token token, bool special) {
     std::vector<char> result(8, 0);
-    const int n_tokens = llama_token_to_piece(llama_get_model(ctx), token, result.data(), result.size(), special);
+    const int n_tokens = llama_token_to_piece(model, token, result.data(), result.size(), special);
     if (n_tokens < 0) {
         result.resize(-n_tokens);
-        int check = llama_token_to_piece(llama_get_model(ctx), token, result.data(), result.size(), special);
+        int check = llama_token_to_piece(model, token, result.data(), result.size(), special);
         GGML_ASSERT(check == -n_tokens);
     }
     else {
@@ -1664,91 +1746,6 @@ static ggml_backend_buffer_type_t llama_default_buffer_type_cpu(bool host_buffer
     GGML_UNUSED(host_buffer);
 }
 
-static ggml_backend_buffer_type_t llama_default_buffer_type_offload(int gpu) {
-    ggml_backend_buffer_type_t buft = nullptr;
-
-#ifdef GGML_USE_METAL
-    buft = ggml_backend_metal_buffer_type();
-#elif defined(GGML_USE_CUDA)
-    buft = ggml_backend_cuda_buffer_type(gpu);
-#elif defined(GGML_USE_VULKAN)
-    buft = ggml_backend_vk_buffer_type(gpu);
-#elif defined(GGML_USE_SYCL)
-    buft = ggml_backend_sycl_buffer_type(gpu);
-#elif defined(GGML_USE_CLBLAST)
-    buft = ggml_backend_opencl_buffer_type();
-#elif defined(GGML_USE_KOMPUTE)
-    buft = ggml_backend_kompute_buffer_type(gpu);
-    if (buft == nullptr) {
-        LLAMA_LOG_WARN("%s: cannot use GPU %d, check `vulkaninfo --summary`\n", __func__, gpu);
-    }
-#endif
-
-    if (buft == nullptr) {
-        buft = llama_default_buffer_type_cpu(true);
-    }
-    return buft;
-
-    GGML_UNUSED(gpu);
-}
-
-static ggml_backend_buffer_type_t llama_default_buffer_type_split(int fallback_gpu, const float * tensor_split) {
-    ggml_backend_buffer_type_t buft = nullptr;
-
-#ifdef GGML_USE_CUDA
-    if (ggml_backend_cuda_get_device_count() > 1) {
-        buft = ggml_backend_cuda_split_buffer_type(tensor_split);
-    }
-#endif
-
-#ifdef GGML_USE_SYCL
-    if (ggml_backend_sycl_get_device_count() > 1) {
-        buft = ggml_backend_sycl_split_buffer_type(tensor_split);
-    }
-#endif
-
-    if (buft == nullptr) {
-        buft = llama_default_buffer_type_offload(fallback_gpu);
-    }
-    return buft;
-
-    GGML_UNUSED(tensor_split);
-}
-
-static size_t llama_get_device_count() {
-#if defined(GGML_USE_CUDA)
-    return ggml_backend_cuda_get_device_count();
-#elif defined(GGML_USE_SYCL)
-    return ggml_backend_sycl_get_device_count();
-#elif defined(GGML_USE_VULKAN)
-    return ggml_backend_vk_get_device_count();
-#else
-    return 1;
-#endif
-}
-
-static size_t llama_get_device_memory(int device) {
-#if defined(GGML_USE_CUDA)
-    size_t total;
-    size_t free;
-    ggml_backend_cuda_get_device_memory(device, &free, &total);
-    return free;
-#elif defined(GGML_USE_SYCL)
-    size_t total;
-    size_t free;
-    ggml_backend_sycl_get_device_memory(device, &free, &total);
-    return free;
-#elif defined(GGML_USE_VULKAN)
-    size_t total;
-    size_t free;
-    ggml_backend_vk_get_device_memory(device, &free, &total);
-    return free;
-#else
-    return 1;
-    GGML_UNUSED(device);
-#endif
-}
-
 //
 // globals
 //
@@ -1757,6 +1754,8 @@ struct llama_state {
     llama_state() {
 #ifdef GGML_USE_METAL
         ggml_backend_metal_log_set_callback(log_callback, log_callback_user_data);
+#elif defined(GGML_USE_CUDA)
+        ggml_backend_cuda_log_set_callback(log_callback, log_callback_user_data);
 #endif
     }
 
@@ -1770,23 +1769,31 @@ static llama_state g_state;
 // available llama models
 enum e_model {
     MODEL_UNKNOWN,
+    MODEL_14M,
     MODEL_17M,
     MODEL_22M,
     MODEL_33M,
+    MODEL_70M,
     MODEL_109M,
     MODEL_137M,
+    MODEL_160M,
     MODEL_335M,
+    MODEL_410M,
     MODEL_0_5B,
     MODEL_1B,
+    MODEL_1_4B,
     MODEL_2B,
+    MODEL_2_8B,
     MODEL_3B,
     MODEL_4B,
+    MODEL_6_9B,
     MODEL_7B,
     MODEL_8B,
     MODEL_12B,
     MODEL_13B,
     MODEL_14B,
     MODEL_15B,
+    MODEL_16B,
     MODEL_20B,
     MODEL_30B,
     MODEL_34B,
@@ -1794,6 +1801,7 @@ enum e_model {
     MODEL_40B,
     MODEL_65B,
     MODEL_70B,
+    MODEL_236B,
     MODEL_314B,
     MODEL_SMALL,
     MODEL_MEDIUM,
@@ -1803,6 +1811,7 @@ enum e_model {
     MODEL_8x7B,
     MODEL_8x22B,
     MODEL_16x12B,
+    MODEL_10B_128x3_66B,
 };
 
 static const size_t kiB = 1024;
@@ -1812,6 +1821,7 @@ static const size_t GiB = 1024*MiB;
 struct llama_hparams {
     bool vocab_only;
     bool rope_finetuned;
+    bool use_par_res;
 
     uint32_t n_vocab;
     uint32_t n_ctx_train; // context size the model was trained on
@@ -1827,12 +1837,21 @@ struct llama_hparams {
     uint32_t n_expert_used = 0;
     uint32_t n_vocab_type = 0; // for BERT-style token types
 
+    uint32_t n_layer_dense_lead = 0;
+    uint32_t n_lora_q = 0;
+    uint32_t n_lora_kv = 0;
+    uint32_t n_ff_exp = 0;
+    uint32_t n_expert_shared = 0;
+    float    expert_weights_scale = 0.0;
+
     float f_norm_eps;
     float f_norm_rms_eps;
 
+    float    rope_attn_factor = 1.0f;
     float    rope_freq_base_train;
     float    rope_freq_scale_train;
     uint32_t n_yarn_orig_ctx;
+    float    rope_yarn_log_mul;
 
     // for State Space Models
     uint32_t ssm_d_conv  = 0;
@@ -1845,7 +1864,7 @@ struct llama_hparams {
     float f_logit_scale    = 0.0f;
 
     bool causal_attn = true;
-    bool use_alibi   = false; // currently, we need KQ_pos data for ALiBi-based models
+    bool use_alibi   = false;
 
     enum llama_pooling_type      pooling_type            = LLAMA_POOLING_TYPE_NONE;
     enum llama_rope_type         rope_type               = LLAMA_ROPE_TYPE_NONE;
@@ -1866,6 +1885,12 @@ struct llama_hparams {
         if (this->n_expert      != other.n_expert)      return true;
         if (this->n_expert_used != other.n_expert_used) return true;
 
+        if (this->n_layer_dense_lead != other.n_layer_dense_lead) return true;
+        if (this->n_lora_q           != other.n_lora_q)           return true;
+        if (this->n_lora_kv          != other.n_lora_kv)          return true;
+        if (this->n_ff_exp           != other.n_ff_exp)           return true;
+        if (this->n_expert_shared    != other.n_expert_shared)    return true;
+
         if (this->rope_finetuned  != other.rope_finetuned)  return true;
         if (this->n_yarn_orig_ctx != other.n_yarn_orig_ctx) return true;
 
@@ -1878,8 +1903,11 @@ struct llama_hparams {
 
         if (!is_float_close(this->f_norm_eps,            other.f_norm_eps,            EPSILON)) return true;
         if (!is_float_close(this->f_norm_rms_eps,        other.f_norm_rms_eps,        EPSILON)) return true;
+        if (!is_float_close(this->rope_attn_factor,      other.rope_attn_factor,      EPSILON)) return true;
         if (!is_float_close(this->rope_freq_base_train,  other.rope_freq_base_train,  EPSILON)) return true;
         if (!is_float_close(this->rope_freq_scale_train, other.rope_freq_scale_train, EPSILON)) return true;
+        if (!is_float_close(this->expert_weights_scale,  other.expert_weights_scale,  EPSILON)) return true;
+        if (!is_float_close(this->rope_yarn_log_mul,     other.rope_yarn_log_mul,     EPSILON)) return true;
 
         return false;
     }
@@ -1955,6 +1983,8 @@ struct llama_layer {
     struct ggml_tensor * attn_k_norm_b;
     struct ggml_tensor * attn_out_norm;
     struct ggml_tensor * attn_out_norm_b;
+    struct ggml_tensor * attn_q_a_norm;
+    struct ggml_tensor * attn_kv_a_norm;
 
     // attention
     struct ggml_tensor * wq;
@@ -1962,6 +1992,10 @@ struct llama_layer {
     struct ggml_tensor * wv;
     struct ggml_tensor * wo;
     struct ggml_tensor * wqkv;
+    struct ggml_tensor * wq_a;
+    struct ggml_tensor * wq_b;
+    struct ggml_tensor * wkv_a_mqa;
+    struct ggml_tensor * wkv_b;
 
     // attention bias
     struct ggml_tensor * bq;
@@ -1975,6 +2009,7 @@ struct llama_layer {
     struct ggml_tensor * ffn_norm_b;
     struct ggml_tensor * layer_out_norm;
     struct ggml_tensor * layer_out_norm_b;
+    struct ggml_tensor * ffn_norm_exps;
 
     // ff
     struct ggml_tensor * ffn_gate; // w1
@@ -1994,8 +2029,9 @@ struct llama_layer {
     struct ggml_tensor * ffn_up_shexp;
 
     // ff bias
-    struct ggml_tensor * ffn_down_b; // b2
-    struct ggml_tensor * ffn_up_b;   // b3
+    struct ggml_tensor * ffn_gate_b = nullptr;
+    struct ggml_tensor * ffn_down_b = nullptr; // b2
+    struct ggml_tensor * ffn_up_b   = nullptr; // b3
     struct ggml_tensor * ffn_act;
 
     // mamba proj
@@ -2012,6 +2048,10 @@ struct llama_layer {
     // mamba bias
     struct ggml_tensor * ssm_conv1d_b;
     struct ggml_tensor * ssm_dt_b;
+
+    // long rope factors
+    struct ggml_tensor * rope_long  = nullptr;
+    struct ggml_tensor * rope_short = nullptr;
 };
 
 struct llama_kv_cell {
@@ -2123,7 +2163,9 @@ struct llama_vocab {
     std::unordered_map<token, id> token_to_id;
     std::vector<token_data>       id_to_token;
 
-    std::unordered_map<token, id> special_tokens_cache;
+    std::vector<id>    cache_special_tokens;
+    std::vector<token> cache_token_to_piece;         // llama_token_to_piece(special = false);
+    std::vector<token> cache_token_to_piece_special; // llama_token_to_piece(special = true);
 
     std::map<std::pair<std::string, std::string>, int> bpe_ranks;
 
@@ -2189,6 +2231,8 @@ struct llama_model {
     int main_gpu;
     int n_gpu_layers;
 
+    std::vector<std::string> rpc_servers;
+
     // gguf metadata
     std::unordered_map<std::string, std::string> gguf_kv;
 
@@ -2317,7 +2361,6 @@ struct llama_context {
     struct ggml_tensor * inp_pos;       // I32 [n_batch]
     struct ggml_tensor * inp_out_ids;   // I32 [n_outputs]
     struct ggml_tensor * inp_KQ_mask;   // F32 [kv_size, n_batch]
-    struct ggml_tensor * inp_KQ_pos;    // F32 [n_kv]
     struct ggml_tensor * inp_K_shift;   // I32 [kv_size]
     struct ggml_tensor * inp_mean;      // F32 [n_batch, n_batch]
     struct ggml_tensor * inp_cls;       // I32 [n_batch]
@@ -2327,12 +2370,106 @@ struct llama_context {
 
     // control vectors
     struct llama_control_vector cvec;
-
-#ifdef GGML_USE_MPI
-    ggml_mpi_context * ctx_mpi = NULL;
-#endif
 };
 
+static ggml_backend_buffer_type_t llama_default_buffer_type_offload(const llama_model & model, int gpu) {
+    ggml_backend_buffer_type_t buft = nullptr;
+
+#ifdef GGML_USE_RPC
+    std::string endpoint = model.rpc_servers[gpu];
+    buft = ggml_backend_rpc_buffer_type(endpoint.c_str());
+#elif defined(GGML_USE_METAL)
+    buft = ggml_backend_metal_buffer_type();
+#elif defined(GGML_USE_CUDA)
+    buft = ggml_backend_cuda_buffer_type(gpu);
+#elif defined(GGML_USE_VULKAN)
+    buft = ggml_backend_vk_buffer_type(gpu);
+#elif defined(GGML_USE_SYCL)
+    buft = ggml_backend_sycl_buffer_type(gpu);
+#elif defined(GGML_USE_CLBLAST)
+    buft = ggml_backend_opencl_buffer_type();
+#elif defined(GGML_USE_KOMPUTE)
+    buft = ggml_backend_kompute_buffer_type(gpu);
+    if (buft == nullptr) {
+        LLAMA_LOG_WARN("%s: cannot use GPU %d, check `vulkaninfo --summary`\n", __func__, gpu);
+    }
+#endif
+
+    if (buft == nullptr) {
+        buft = llama_default_buffer_type_cpu(true);
+    }
+    return buft;
+    GGML_UNUSED(model);
+    GGML_UNUSED(gpu);
+}
+
+static ggml_backend_buffer_type_t llama_default_buffer_type_split(const llama_model & model, int fallback_gpu, const float * tensor_split) {
+    ggml_backend_buffer_type_t buft = nullptr;
+
+#ifdef GGML_USE_CUDA
+    if (ggml_backend_cuda_get_device_count() > 1) {
+        buft = ggml_backend_cuda_split_buffer_type(tensor_split);
+    }
+#endif
+
+#ifdef GGML_USE_SYCL
+    if (ggml_backend_sycl_get_device_count() > 1) {
+        buft = ggml_backend_sycl_split_buffer_type(tensor_split);
+    }
+#endif
+
+    if (buft == nullptr) {
+        buft = llama_default_buffer_type_offload(model, fallback_gpu);
+    }
+    return buft;
+
+    GGML_UNUSED(tensor_split);
+}
+
+static size_t llama_get_device_count(const llama_model & model) {
+#if defined(GGML_USE_RPC)
+    return model.rpc_servers.size();
+#elif defined(GGML_USE_CUDA)
+    return ggml_backend_cuda_get_device_count();
+#elif defined(GGML_USE_SYCL)
+    return ggml_backend_sycl_get_device_count();
+#elif defined(GGML_USE_VULKAN)
+    return ggml_backend_vk_get_device_count();
+#else
+    return 1;
+#endif
+    GGML_UNUSED(model);
+}
+
+static size_t llama_get_device_memory(const llama_model & model, int device) {
+#if defined(GGML_USE_RPC)
+    size_t total;
+    size_t free;
+    std::string endpoint = model.rpc_servers[device];
+    ggml_backend_rpc_get_device_memory(endpoint.c_str(), &free, &total);
+    return free;
+#elif defined(GGML_USE_CUDA)
+    size_t total;
+    size_t free;
+    ggml_backend_cuda_get_device_memory(device, &free, &total);
+    return free;
+#elif defined(GGML_USE_SYCL)
+    size_t total;
+    size_t free;
+    ggml_backend_sycl_get_device_memory(device, &free, &total);
+    return free;
+#elif defined(GGML_USE_VULKAN)
+    size_t total;
+    size_t free;
+    ggml_backend_vk_get_device_memory(device, &free, &total);
+    return free;
+#else
+    return 1;
+#endif
+    GGML_UNUSED(model);
+    GGML_UNUSED(device);
+}
+
 //
 // kv cache helpers
 //
@@ -2452,7 +2589,6 @@ static bool llama_kv_cache_init(
 static bool llama_kv_cache_find_slot(
            struct llama_kv_cache & cache,
         const struct llama_batch & batch) {
-    const uint32_t n_ctx    = cache.size;
     const uint32_t n_tokens = batch.n_tokens;
 
     if (cache.recurrent) {
@@ -2503,16 +2639,16 @@ static bool llama_kv_cache_find_slot(
     }
     // otherwise, one cell per token.
 
-    if (n_tokens > n_ctx) {
-        LLAMA_LOG_ERROR("%s: n_tokens=%d > n_ctx=%d\n", __func__, n_tokens, n_ctx);
+    if (n_tokens > cache.size) {
+        LLAMA_LOG_ERROR("%s: n_tokens=%d > cache.size=%d\n", __func__, n_tokens, cache.size);
         return false;
     }
 
     uint32_t n_tested = 0;
 
     while (true) {
-        if (cache.head + n_tokens > n_ctx) {
-            n_tested += n_ctx - cache.head;
+        if (cache.head + n_tokens > cache.size) {
+            n_tested += cache.size - cache.head;
             cache.head = 0;
             continue;
         }
@@ -2531,7 +2667,7 @@ static bool llama_kv_cache_find_slot(
             break;
         }
 
-        if (n_tested >= n_ctx) {
+        if (n_tested >= cache.size) {
             //LLAMA_LOG_ERROR("%s: failed to find a slot for %d tokens\n", __func__, n_tokens);
             return false;
         }
@@ -2785,6 +2921,11 @@ static void llama_kv_cache_defrag(struct llama_kv_cache & cache) {
     cache.do_defrag = true;
 }
 
+static uint32_t llama_kv_cache_get_padding(const struct llama_cparams & cparams) {
+    // the FA kernels require padding to avoid extra runtime boundary checks
+    return cparams.flash_attn ? 256u : 32u;
+}
+
 //
 // model loading and saving
 //
@@ -3286,6 +3427,39 @@ struct llama_model_loader {
         return get_arr_n(llm_kv(kid), result, required);
     }
 
+    template<typename T>
+    bool get_arr(const std::string & key, std::vector<T> & result, const bool required = true) {
+        const int kid = gguf_find_key(meta, key.c_str());
+
+        if (kid < 0) {
+            if (required) {
+                throw std::runtime_error(format("key not found in model: %s", key.c_str()));
+            }
+            return false;
+        }
+
+        struct GGUFMeta::ArrayInfo arr_info =
+            GGUFMeta::GKV<GGUFMeta::ArrayInfo>::get_kv(meta, kid);
+
+        if (arr_info.gt != GGUF_TYPE_FLOAT32 && arr_info.gt != GGUF_TYPE_INT32) {
+            throw std::runtime_error(format("%s is not a float32 or int32 array", key.c_str()));
+        }
+
+        // GGML_ASSERT(gguf_type_size(arr_info.gt) == sizeof(T));
+        GGML_ASSERT((arr_info.gt != GGUF_TYPE_FLOAT32 || std::is_same<T, float>::value));
+        GGML_ASSERT((arr_info.gt != GGUF_TYPE_INT32   || std::is_same<T, int>::value));
+
+        result.resize(arr_info.length);
+        result.assign((const T*)arr_info.data, (const T *)arr_info.data + arr_info.length);
+
+        return true;
+    }
+
+    template<typename T>
+    bool get_arr(const enum llm_kv kid, T& result, const bool required = true) {
+        return get_arr(llm_kv(kid), result, required);
+    }
+
     template<typename T>
     bool get_key(const std::string & key, T & result, const bool required = true) {
         auto it = kv_overrides.find(key);
@@ -3360,11 +3534,15 @@ struct llama_model_loader {
         return get_tensor_meta(get_tensor_name(i));
     }
 
-    struct ggml_tensor * create_tensor_for(struct ggml_context * ctx, const struct ggml_tensor * cur) {
+    struct ggml_tensor * create_tensor_for(struct ggml_context * ctx, const struct ggml_tensor * cur, bool duplicated) {
         struct ggml_tensor * tensor = ggml_dup_tensor(ctx, cur);
         ggml_set_name(tensor, ggml_get_name(cur));
 
-        n_created++;
+        if (duplicated) {
+            size_data += ggml_nbytes(cur);
+        } else {
+            n_created++;
+        }
 
         return tensor;
     }
@@ -3399,14 +3577,17 @@ struct llama_model_loader {
         return cur;
     }
 
-    struct ggml_tensor * create_tensor(struct ggml_context * ctx, const std::string & name, const std::vector<int64_t> & ne, bool required = true) {
-        const struct ggml_tensor * cur = check_tensor_dims(name, ne, required);
+    static const int TENSOR_NOT_REQUIRED = 1;
+    static const int TENSOR_DUPLICATED   = 2;
+
+    struct ggml_tensor * create_tensor(struct ggml_context * ctx, const std::string & name, const std::vector<int64_t> & ne, int flags = 0) {
+        const struct ggml_tensor * cur = check_tensor_dims(name, ne, !(flags & TENSOR_NOT_REQUIRED));
 
         if (cur == NULL) {
             return NULL;
         }
 
-        return create_tensor_for(ctx, cur);
+        return create_tensor_for(ctx, cur, flags & TENSOR_DUPLICATED);
     }
 
     struct ggml_tensor * create_tensor_as_view(struct ggml_context * ctx, struct ggml_tensor * base, const std::string & name, const std::vector<int64_t> & ne, size_t offset, bool required = true) {
@@ -3706,37 +3887,50 @@ static std::string llama_model_ftype_name(llama_ftype ftype) {
 
 static const char * llama_model_type_name(e_model type) {
     switch (type) {
-        case MODEL_22M:    return "22M";
-        case MODEL_33M:    return "33M";
-        case MODEL_109M:   return "109M";
-        case MODEL_137M:   return "137M";
-        case MODEL_0_5B:   return "0.5B";
-        case MODEL_1B:     return "1B";
-        case MODEL_2B:     return "2B";
-        case MODEL_3B:     return "3B";
-        case MODEL_7B:     return "7B";
-        case MODEL_8B:     return "8B";
-        case MODEL_12B:    return "12B";
-        case MODEL_13B:    return "13B";
-        case MODEL_14B:    return "14B";
-        case MODEL_15B:    return "15B";
-        case MODEL_20B:    return "20B";
-        case MODEL_30B:    return "30B";
-        case MODEL_34B:    return "34B";
-        case MODEL_35B:    return "35B";
-        case MODEL_40B:    return "40B";
-        case MODEL_65B:    return "65B";
-        case MODEL_70B:    return "70B";
-        case MODEL_314B:   return "314B";
-        case MODEL_SMALL:  return "0.1B";
-        case MODEL_MEDIUM: return "0.4B";
-        case MODEL_LARGE:  return "0.8B";
-        case MODEL_XL:     return "1.5B";
-        case MODEL_A2_7B:  return "A2.7B";
-        case MODEL_8x7B:   return "8x7B";
-        case MODEL_8x22B:  return "8x22B";
-        case MODEL_16x12B: return "16x12B";
-        default:           return "?B";
+        case MODEL_14M:           return "14M";
+        case MODEL_17M:           return "17M";
+        case MODEL_22M:           return "22M";
+        case MODEL_33M:           return "33M";
+        case MODEL_70M:           return "70M";
+        case MODEL_109M:          return "109M";
+        case MODEL_137M:          return "137M";
+        case MODEL_160M:          return "160M";
+        case MODEL_335M:          return "335M";
+        case MODEL_410M:          return "410M";
+        case MODEL_0_5B:          return "0.5B";
+        case MODEL_1B:            return "1B";
+        case MODEL_1_4B:          return "1.4B";
+        case MODEL_2B:            return "2B";
+        case MODEL_2_8B:          return "2.8B";
+        case MODEL_3B:            return "3B";
+        case MODEL_4B:            return "4B";
+        case MODEL_6_9B:          return "6.9B";
+        case MODEL_7B:            return "7B";
+        case MODEL_8B:            return "8B";
+        case MODEL_12B:           return "12B";
+        case MODEL_13B:           return "13B";
+        case MODEL_14B:           return "14B";
+        case MODEL_15B:           return "15B";
+        case MODEL_16B:           return "16B";
+        case MODEL_20B:           return "20B";
+        case MODEL_30B:           return "30B";
+        case MODEL_34B:           return "34B";
+        case MODEL_35B:           return "35B";
+        case MODEL_40B:           return "40B";
+        case MODEL_65B:           return "65B";
+        case MODEL_70B:           return "70B";
+        case MODEL_236B:          return "236B";
+        case MODEL_314B:          return "314B";
+        case MODEL_SMALL:         return "0.1B";
+        case MODEL_MEDIUM:        return "0.4B";
+        case MODEL_LARGE:         return "0.8B";
+        case MODEL_XL:            return "1.5B";
+        case MODEL_A2_7B:         return "A2.7B";
+        case MODEL_8x7B:          return "8x7B";
+        case MODEL_8x22B:         return "8x22B";
+        case MODEL_16x12B:        return "16x12B";
+        case MODEL_10B_128x3_66B: return "10B+128x3.66B";
+        default:                  return "?B";
     }
 }
 
@@ -3779,6 +3973,12 @@ static void llm_load_hparams(
 
     // get hparams kv
     ml.get_key(LLM_KV_VOCAB_SIZE,           hparams.n_vocab,       false) || ml.get_arr_n(LLM_KV_TOKENIZER_LIST, hparams.n_vocab);
+
+    // everything past this point is not vocab-related
+    if (hparams.vocab_only) {
+        return;
+    }
+
     ml.get_key(LLM_KV_CONTEXT_LENGTH,       hparams.n_ctx_train);
     ml.get_key(LLM_KV_EMBEDDING_LENGTH,     hparams.n_embd);
     ml.get_key(LLM_KV_FEED_FORWARD_LENGTH,  hparams.n_ff);
@@ -3823,6 +4023,8 @@ static void llm_load_hparams(
     }
     hparams.rope_freq_scale_train = ropescale == 0.0f ? 1.0f : 1.0f/ropescale;
 
+    ml.get_key(LLM_KV_ROPE_SCALING_ATTN_FACTOR, hparams.rope_attn_factor, false);
+
     // sanity check for n_rot (optional)
     {
         hparams.n_rot = (hparams.n_head == 0) ? 0 : hparams.n_embd / hparams.n_head;
@@ -3860,7 +4062,9 @@ static void llm_load_hparams(
                     switch (hparams.n_layer) {
                         case 22: model.type = e_model::MODEL_1B; break;
                         case 26: model.type = e_model::MODEL_3B; break;
-                        case 32: model.type = hparams.n_head == hparams.n_head_kv ? e_model::MODEL_7B : e_model::MODEL_8B; break; // LLaMa 8B v3 uses GQA
+                        // granite uses a vocab with len 49152
+                        case 32: model.type = hparams.n_vocab == 49152 ? e_model::MODEL_3B : (hparams.n_vocab < 40000 ? e_model::MODEL_7B : e_model::MODEL_8B); break;
+                        case 36: model.type = e_model::MODEL_8B; break; // granite
                         case 40: model.type = e_model::MODEL_13B; break;
                         case 48: model.type = e_model::MODEL_34B; break;
                         case 60: model.type = e_model::MODEL_30B; break;
@@ -3922,14 +4126,6 @@ static void llm_load_hparams(
                     default: model.type = e_model::MODEL_UNKNOWN;
                 }
             } break;
-        case LLM_ARCH_PERSIMMON:
-            {
-                ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
-                switch (hparams.n_layer) {
-                    case 36: model.type = e_model::MODEL_8B; break;
-                    default: model.type = e_model::MODEL_UNKNOWN;
-                }
-            } break;
         case LLM_ARCH_REFACT:
             {
                 ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
@@ -3962,6 +4158,19 @@ static void llm_load_hparams(
                         model.type = e_model::MODEL_335M; break; // bge-large
                 }
             } break;
+        case LLM_ARCH_JINA_BERT_V2:
+            {
+                ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS,    hparams.f_norm_eps);
+                ml.get_key(LLM_KV_ATTENTION_CAUSAL,           hparams.causal_attn);
+                ml.get_key(LLM_KV_TOKENIZER_TOKEN_TYPE_COUNT, hparams.n_vocab_type);
+                ml.get_key(LLM_KV_POOLING_TYPE,               hparams.pooling_type);
+                hparams.f_max_alibi_bias = 8.0f;
+
+                switch (hparams.n_layer) {
+                    case 4: model.type = e_model::MODEL_33M; break; // jina-embeddings-small
+                    case 12: model.type = e_model::MODEL_137M; break; // jina-embeddings-base
+                }
+            } break;
         case LLM_ARCH_NOMIC_BERT:
             {
                 ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS,    hparams.f_norm_eps);
@@ -4058,6 +4267,7 @@ static void llm_load_hparams(
                 switch (hparams.n_layer) {
                     case 24: model.type = e_model::MODEL_1B; break;
                     case 32: model.type = e_model::MODEL_3B; break;
+                    case 40: model.type = e_model::MODEL_14B; break;
                     default: model.type = e_model::MODEL_UNKNOWN;
                 }
             } break;
@@ -4124,6 +4334,8 @@ static void llm_load_hparams(
                     case 30: model.type = e_model::MODEL_3B; break;
                     case 32: model.type = e_model::MODEL_7B; break;
                     case 40: model.type = e_model::MODEL_15B; break;
+                    case 52: model.type = e_model::MODEL_20B; break; // granite
+                    case 88: model.type = e_model::MODEL_34B; break; // granite
                     default: model.type = e_model::MODEL_UNKNOWN;
                 }
             } break;
@@ -4198,6 +4410,85 @@ static void llm_load_hparams(
                     default: model.type = e_model::MODEL_UNKNOWN;
                 }
             } break;
+        case LLM_ARCH_GPTNEOX:
+            {
+                ml.get_key(LLM_KV_ATTENTION_LAYERNORM_EPS, hparams.f_norm_eps);
+                ml.get_key(LLM_KV_USE_PARALLEL_RESIDUAL, hparams.use_par_res);
+                switch (hparams.n_layer) {
+                    case 6:
+                        switch (hparams.n_ff) {
+                            case 512: model.type = e_model::MODEL_14M; break;
+                            case 2048: model.type = e_model::MODEL_70M; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 12:
+                        switch (hparams.n_ff) {
+                            case 3072: model.type = e_model::MODEL_160M; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 16:
+                        switch (hparams.n_ff) {
+                            case 8192: model.type = e_model::MODEL_1B; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 24:
+                        switch (hparams.n_ff) {
+                            case 4096: model.type = e_model::MODEL_410M; break;
+                            case 8192: model.type = e_model::MODEL_1_4B; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 32:
+                        switch (hparams.n_ff) {
+                            case 10240: model.type = e_model::MODEL_2_8B; break;
+                            case 16384: model.type = e_model::MODEL_6_9B; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 36:
+                        switch (hparams.n_ff) {
+                            case 20480: model.type = e_model::MODEL_12B; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    case 44:
+                        switch (hparams.n_ff) {
+                            case 24576: model.type = e_model::MODEL_20B; break;
+                            default: model.type = e_model::MODEL_UNKNOWN;
+                        } break;
+                    default: model.type = e_model::MODEL_UNKNOWN;
+                }
+            } break;
+        case LLM_ARCH_ARCTIC:
+            {
+                ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
+
+                if (hparams.n_expert == 128) {
+                    switch (hparams.n_layer) {
+                        case 35: model.type = e_model::MODEL_10B_128x3_66B; break;
+                        default: model.type = e_model::MODEL_UNKNOWN;
+                    }
+                } else {
+                    model.type = e_model::MODEL_UNKNOWN;
+                }
+            } break;
+        case LLM_ARCH_DEEPSEEK2:
+            {
+                bool is_lite = (hparams.n_layer == 27);
+                ml.get_key(LLM_KV_ATTENTION_LAYERNORM_RMS_EPS, hparams.f_norm_rms_eps);
+                ml.get_key(LLM_KV_LEADING_DENSE_BLOCK_COUNT, hparams.n_layer_dense_lead);
+                if (!is_lite) {
+                    ml.get_key(LLM_KV_ATTENTION_Q_LORA_RANK, hparams.n_lora_q);
+                }
+                ml.get_key(LLM_KV_ATTENTION_KV_LORA_RANK, hparams.n_lora_kv);
+                ml.get_key(LLM_KV_EXPERT_FEED_FORWARD_LENGTH, hparams.n_ff_exp);
+                ml.get_key(LLM_KV_EXPERT_SHARED_COUNT, hparams.n_expert_shared);
+                ml.get_key(LLM_KV_EXPERT_WEIGHTS_SCALE, hparams.expert_weights_scale);
+                ml.get_key(LLM_KV_ROPE_SCALING_YARN_LOG_MUL, hparams.rope_yarn_log_mul);
+
+                switch (hparams.n_layer) {
+                    case 27: model.type = e_model::MODEL_16B; break;
+                    case 60: model.type = e_model::MODEL_236B; break;
+                    default: model.type = e_model::MODEL_UNKNOWN;
+                }
+            } break;
         default: (void)0;
     }
 
@@ -4304,15 +4595,14 @@ static void llm_load_vocab(
             vocab.special_cls_id  = 101;
             vocab.special_mask_id = 103;
             vocab.add_space_prefix = false;
-        } else {
-            if (tokenizer_model == "gpt2") {
-                vocab.type = LLAMA_VOCAB_TYPE_BPE;
-            } else {
-                LLAMA_LOG_WARN("%s: unknown tokenizer: '%s'", __func__, tokenizer_model.c_str());
-                LLAMA_LOG_WARN("%s: using default tokenizer: 'llama'", __func__);
-                vocab.type = LLAMA_VOCAB_TYPE_SPM;
-                return;
+        } else if (tokenizer_model == "gpt2") {
+            vocab.type = LLAMA_VOCAB_TYPE_BPE;
+
+            const int add_space_prefix_keyidx = gguf_find_key(ctx, kv(LLM_KV_TOKENIZER_ADD_PREFIX).c_str());
+            if (add_space_prefix_keyidx != -1) {
+                vocab.add_space_prefix = gguf_get_val_bool(ctx, add_space_prefix_keyidx);
             }
+
             // read bpe merges and populate bpe ranks
             const int merges_keyidx = gguf_find_key(ctx, kv(LLM_KV_TOKENIZER_MERGES).c_str());
             if (merges_keyidx == -1) {
@@ -4346,6 +4636,8 @@ static void llm_load_vocab(
             vocab.special_pad_id  = -1;
             vocab.special_cls_id  = -1;
             vocab.special_mask_id = -1;
+        } else {
+            throw std::runtime_error(format("unknown tokenizer: '%s'", tokenizer_model.c_str()));
         }
 
         // for now, only BPE models have pre-tokenizers
@@ -4383,7 +4675,11 @@ static void llm_load_vocab(
                     tokenizer_pre == "starcoder") {
                 vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_STARCODER;
             } else if (
-                    tokenizer_pre == "gpt-2") {
+                    tokenizer_pre == "gpt-2"   ||
+                    tokenizer_pre == "jina-es" ||
+                    tokenizer_pre == "jina-de" ||
+                    tokenizer_pre == "jina-v2-es" ||
+                    tokenizer_pre == "jina-v2-de") {
                 vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_GPT2;
             } else if (
                     tokenizer_pre == "refact") {
@@ -4394,12 +4690,18 @@ static void llm_load_vocab(
             } else if (
                 tokenizer_pre == "qwen2") {
                 vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_QWEN2;
+            } else if (
+                tokenizer_pre == "stablelm2") {
+                vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_STABLELM2;
             } else if (
                 tokenizer_pre == "olmo") {
                 vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_OLMO;
             } else if (
                 tokenizer_pre == "dbrx") {
                 vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_DBRX;
+            } else if (
+                tokenizer_pre == "smaug-bpe") {
+                vocab.type_pre = LLAMA_VOCAB_PRE_TYPE_SMAUG;
             } else {
                 throw std::runtime_error(format("unknown pre-tokenizer type: '%s'", tokenizer_pre.c_str()));
             }
@@ -4515,7 +4817,8 @@ static void llm_load_vocab(
                         (t.first == "<|eot_id|>" ||
                          t.first == "<|im_end|>" ||
                          t.first == "<|end|>" ||
-                         t.first == "<end_of_turn>"
+                         t.first == "<end_of_turn>" ||
+                         t.first == "<|endoftext|>"
                         )
                    ) {
                     vocab.special_eot_id = t.second;
@@ -4527,97 +4830,40 @@ static void llm_load_vocab(
 
     // build special tokens cache
     {
-        // TODO: It is unclear (to me) at this point, whether special tokes are guaranteed to be of a deterministic type,
-        //  and will always be correctly labeled in 'added_tokens.json' etc.
-        // The assumption is, since special tokens aren't meant to be exposed to end user, they are designed
-        //  to be unmatchable by the tokenizer, therefore tokens from the vocab, which are unmatchable by the tokenizer
-        //  are special tokens.
-        // From testing, this appears to correlate 1:1 with special tokens.
-        //
-
-        // Counting special tokens and verifying in only one direction
-        //  is sufficient to detect difference in those two sets.
-        //
-        uint32_t special_tokens_count_by_type = 0;
-        uint32_t special_tokens_count_from_verification = 0;
-
-        bool special_tokens_definition_mismatch = false;
-
-        for (const auto & t : vocab.token_to_id) {
-            const auto & token = t.first;
-            const auto & id    = t.second;
-
-            // Count all non-normal tokens in the vocab while iterating
+        for (llama_vocab::id id = 0; id < (llama_vocab::id)n_vocab; ++id) {
             if (vocab.id_to_token[id].type != LLAMA_TOKEN_TYPE_NORMAL) {
-                special_tokens_count_by_type++;
-            }
-
-            // Skip single character tokens
-            if (token.length() > 1) {
-                bool is_tokenizable = false;
-
-                // Split token string representation in two, in all possible ways
-                //  and check if both halves can be matched to a valid token
-                for (unsigned i = 1; i < token.length();) {
-                    const auto left  = token.substr(0, i);
-                    const auto right = token.substr(i);
-
-                    // check if we didnt partition in the middle of a utf sequence
-                    auto utf = utf8_len(left.at(left.length() - 1));
-
-                    if (utf == 1) {
-                        if (vocab.token_to_id.find(left)  != vocab.token_to_id.end() &&
-                            vocab.token_to_id.find(right) != vocab.token_to_id.end() ) {
-                            is_tokenizable = true;
-                            break;
-                        }
-                        i++;
-                    } else {
-                        // skip over the rest of multibyte utf sequence
-                        i += utf - 1;
-                    }
-                }
-
-                if (!is_tokenizable) {
-                    // Some tokens are multibyte, but they are utf sequences with equivalent text length of 1
-                    //  it's faster to re-filter them here, since there are way less candidates now
-
-                    // Calculate a total "utf" length of a token string representation
-                    size_t utf8_str_len = 0;
-                    for (unsigned i = 0; i < token.length();) {
-                        utf8_str_len++;
-                        i += utf8_len(token.at(i));
-                    }
-
-                    // And skip the ones which are one character
-                    if (utf8_str_len > 1) {
-                        // At this point what we have left are special tokens only
-                        vocab.special_tokens_cache[token] = id;
-
-                        // Count manually found special tokens
-                        special_tokens_count_from_verification++;
-
-                        // If this manually found special token is not marked as such, flag a mismatch
-                        if (vocab.id_to_token[id].type == LLAMA_TOKEN_TYPE_NORMAL) {
-                            special_tokens_definition_mismatch = true;
-                        }
-                    }
-                }
+                vocab.cache_special_tokens.push_back(id);
             }
         }
 
-        if (special_tokens_definition_mismatch || special_tokens_count_from_verification != special_tokens_count_by_type) {
-            LLAMA_LOG_WARN("%s: mismatch in special tokens definition ( %u/%zu vs %u/%zu ).\n",
-                __func__,
-                special_tokens_count_from_verification, vocab.id_to_token.size(),
-                special_tokens_count_by_type, vocab.id_to_token.size()
-            );
-        } else {
-            LLAMA_LOG_INFO("%s: special tokens definition check successful ( %u/%zu ).\n",
-                __func__,
-                special_tokens_count_from_verification, vocab.id_to_token.size()
-            );
+        std::sort( vocab.cache_special_tokens.begin(), vocab.cache_special_tokens.end(),
+            [&] (const llama_vocab::id a, const llama_vocab::id b) {
+                return vocab.id_to_token[a].text.size() > vocab.id_to_token[b].text.size();
+            }
+        );
+
+        LLAMA_LOG_INFO("%s: special tokens cache size = %u\n", __func__, (uint32_t)vocab.cache_special_tokens.size());
+    }
+
+    // build token to piece caches
+    {
+        size_t size_cache = 0;
+
+        std::vector<llama_vocab::token> cache_token_to_piece        (n_vocab);
+        std::vector<llama_vocab::token> cache_token_to_piece_special(n_vocab);
+
+        for (uint32_t id = 0; id < n_vocab; ++id) {
+            cache_token_to_piece[id]         = llama_token_to_piece(&model, id, false);
+            cache_token_to_piece_special[id] = llama_token_to_piece(&model, id, true);
+
+            size_cache += cache_token_to_piece[id].size();
+            size_cache += cache_token_to_piece_special[id].size();
         }
+
+        std::swap(vocab.cache_token_to_piece,         cache_token_to_piece);
+        std::swap(vocab.cache_token_to_piece_special, cache_token_to_piece_special);
+
+        LLAMA_LOG_INFO("%s: token to piece cache size = %.4f MB\n", __func__, size_cache / 1024.0 / 1024.0);
     }
 }
 
@@ -4698,6 +4944,16 @@ static void llm_load_print_meta(llama_model_loader & ml, llama_model & model) {
     if (vocab.special_suffix_id != -1) { LLAMA_LOG_INFO( "%s: SUF token        = %d '%s'\n", __func__, vocab.special_suffix_id, vocab.id_to_token[vocab.special_suffix_id].text.c_str() ); }
     if (vocab.special_middle_id != -1) { LLAMA_LOG_INFO( "%s: MID token        = %d '%s'\n", __func__, vocab.special_middle_id, vocab.id_to_token[vocab.special_middle_id].text.c_str() ); }
     if (vocab.special_eot_id    != -1) { LLAMA_LOG_INFO( "%s: EOT token        = %d '%s'\n", __func__, vocab.special_eot_id,    vocab.id_to_token[vocab.special_eot_id].text.c_str() );    }
+
+    if (model.arch == LLM_ARCH_DEEPSEEK2) {
+        LLAMA_LOG_INFO("%s: n_layer_dense_lead   = %d\n",     __func__, hparams.n_layer_dense_lead);
+        LLAMA_LOG_INFO("%s: n_lora_q             = %d\n",     __func__, hparams.n_lora_q);
+        LLAMA_LOG_INFO("%s: n_lora_kv            = %d\n",     __func__, hparams.n_lora_kv);
+        LLAMA_LOG_INFO("%s: n_ff_exp             = %d\n",     __func__, hparams.n_ff_exp);
+        LLAMA_LOG_INFO("%s: n_expert_shared      = %d\n",     __func__, hparams.n_expert_shared);
+        LLAMA_LOG_INFO("%s: expert_weights_scale = %.1f\n",   __func__, hparams.expert_weights_scale);
+        LLAMA_LOG_INFO("%s: rope_yarn_log_mul    = %.4f\n",   __func__, hparams.rope_yarn_log_mul);
+    }
 }
 
 // Returns false if cancelled by progress_callback
@@ -4743,13 +4999,13 @@ static bool llm_load_tensors(
 
     if (split_mode == LLAMA_SPLIT_MODE_LAYER) {
         // calculate the split points
-        int device_count = llama_get_device_count();
+        int device_count = llama_get_device_count(model);
         bool all_zero = tensor_split == nullptr || std::all_of(tensor_split, tensor_split + device_count, [](float x) { return x == 0.0f; });
         std::vector<float> splits(device_count);
         if (all_zero) {
             // default split, by free memory
             for (int i = 0; i < device_count; ++i) {
-                splits[i] = llama_get_device_memory(i);
+                splits[i] = llama_get_device_memory(model, i);
             }
         } else {
             std::copy(tensor_split, tensor_split + device_count, splits.begin());
@@ -4769,35 +5025,35 @@ static bool llm_load_tensors(
         int act_gpu_layers = std::min(n_gpu_layers, (int)n_layer + 1);
         for (int64_t i = i_gpu_start; i < n_layer; ++i) {
             int layer_gpu = std::upper_bound(splits.begin(), splits.begin() + device_count, float(i - i_gpu_start)/act_gpu_layers) - splits.begin();
-            model.buft_layer[i] = llama_default_buffer_type_offload(layer_gpu);
+            model.buft_layer[i] = llama_default_buffer_type_offload(model, layer_gpu);
         }
         // assign the output layer
         if (n_gpu_layers > n_layer) {
             int layer_gpu = std::upper_bound(splits.begin(), splits.begin() + device_count, float(act_gpu_layers - 1)/act_gpu_layers) - splits.begin();
-            model.buft_output = llama_default_buffer_type_offload(layer_gpu);
+            model.buft_output = llama_default_buffer_type_offload(model, layer_gpu);
         } else {
             model.buft_output = llama_default_buffer_type_cpu(true);
         }
     } else {
         ggml_backend_buffer_type_t split_buft;
         if (split_mode == LLAMA_SPLIT_MODE_ROW) {
-            split_buft = llama_default_buffer_type_split(main_gpu, tensor_split);
+            split_buft = llama_default_buffer_type_split(model, main_gpu, tensor_split);
         } else {
             // LLAMA_SPLIT_MODE_NONE or LLAMA_SPLIT_MODE_LAYER in backends where it is not supported
-            split_buft = llama_default_buffer_type_offload(main_gpu);
+            split_buft = llama_default_buffer_type_offload(model, main_gpu);
         }
         // assign the repeating layers
         for (int64_t i = i_gpu_start; i < n_layer; ++i) {
             model.buft_layer[i] = {
                 split_buft,
-                llama_default_buffer_type_offload(main_gpu)
+                llama_default_buffer_type_offload(model, main_gpu)
             };
         }
         // assign the output layer
         if (n_gpu_layers > n_layer) {
             model.buft_output = {
                 split_buft,
-                llama_default_buffer_type_offload(main_gpu)
+                llama_default_buffer_type_offload(model, main_gpu)
             };
         } else {
             model.buft_output = llama_default_buffer_type_cpu(true);
@@ -4841,6 +5097,7 @@ static bool llm_load_tensors(
     // create tensors for the weights
     {
         const int64_t n_embd       = hparams.n_embd;
+        const int64_t n_embd_head  = n_embd / hparams.n_head;
         const int64_t n_embd_k_gqa = hparams.n_embd_k_gqa();
         const int64_t n_embd_v_gqa = hparams.n_embd_v_gqa();
         const int64_t n_embd_gqa   = n_embd_v_gqa;
@@ -4853,8 +5110,6 @@ static bool llm_load_tensors(
             throw std::runtime_error("model has expert layers but no expert layers are used");
         }
 
-        GGML_ASSERT(n_embd_gqa == n_embd_k_gqa);
-
         ggml_context * ctx_input        = ctx_map.at(model.buft_input.buft);
         ggml_context * ctx_output       = ctx_map.at(model.buft_output.buft);
         ggml_context * ctx_output_split = ctx_map.at(model.buft_output.buft_matrix);
@@ -4875,12 +5130,10 @@ static bool llm_load_tensors(
                     {
                         model.output_norm = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
                         if (model.arch != LLM_ARCH_MINICPM){
-                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, false);
+                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                             // if output is NULL, init from the input tok embed
                             if (model.output == NULL) {
-                                model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                                ml.n_created--; // artificial tensor
-                                ml.size_data += ggml_nbytes(model.output);
+                                model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                             }
                         }
                     }
@@ -4899,10 +5152,10 @@ static bool llm_load_tensors(
                         layer.wo = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
 
                         // optional bias tensors
-                        layer.bq = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q,   "bias", i), {n_embd},     false);
-                        layer.bk = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K,   "bias", i), {n_embd_gqa}, false);
-                        layer.bv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_V,   "bias", i), {n_embd_gqa}, false);
-                        layer.bo = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT, "bias", i), {n_embd},     false);
+                        layer.bq = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q,   "bias", i), {n_embd},     llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bk = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K,   "bias", i), {n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_V,   "bias", i), {n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bo = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT, "bias", i), {n_embd},     llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.ffn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd});
 
@@ -4910,10 +5163,15 @@ static bool llm_load_tensors(
                             layer.ffn_gate = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE, "weight", i), {n_embd,   n_ff});
                             layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {  n_ff, n_embd});
                             layer.ffn_up   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd,   n_ff});
+
+                            // optional MLP bias
+                            layer.ffn_gate_b = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE, "bias", i), {n_ff}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                            layer.ffn_down_b = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "bias", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                            layer.ffn_up_b   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "bias", i), {n_ff}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         } else {
                             layer.ffn_gate_inp = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_GATE_INP, "weight", i), {n_embd, n_expert});
 
-                            layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {n_embd,   n_ff, n_expert}, false);
+                            layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {n_embd,   n_ff, n_expert}, llama_model_loader::TENSOR_NOT_REQUIRED);
                             if (layer.ffn_gate_exps) {
                                 layer.ffn_down_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN_EXPS, "weight", i), {  n_ff, n_embd, n_expert});
                                 layer.ffn_up_exps   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP_EXPS,   "weight", i), {n_embd,   n_ff, n_expert});
@@ -4955,12 +5213,10 @@ static bool llm_load_tensors(
                     // output
                     {
                         model.output_norm = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
-                        model.output      = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, false);
+                        model.output      = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         // if output is NULL, init from the input tok embed
                         if (model.output == NULL) {
-                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                         }
                     }
 
@@ -4983,7 +5239,7 @@ static bool llm_load_tensors(
 
                         layer.ffn_gate_inp = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_GATE_INP, "weight", i), {n_embd, n_expert});
 
-                        layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {n_embd, n_ff, n_expert}, false);
+                        layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {n_embd, n_ff, n_expert}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         if (layer.ffn_gate_exps) {
                             layer.ffn_down_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN_EXPS, "weight", i), {  n_ff, n_embd, n_expert});
                             layer.ffn_up_exps   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP_EXPS,   "weight", i), {n_embd,   n_ff, n_expert});
@@ -5085,11 +5341,9 @@ static bool llm_load_tensors(
                         model.output_norm   = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
                         model.output_norm_b = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd});
 
-                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, false);
+                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         if (!model.output) {
-                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}); // needs to be on GPU
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED); // needs to be on GPU
                         }
                     }
 
@@ -5102,8 +5356,8 @@ static bool llm_load_tensors(
                         layer.attn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
                         layer.attn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "bias", i),   {n_embd});
 
-                        layer.attn_norm_2   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM_2, "weight", i), {n_embd}, false);
-                        layer.attn_norm_2_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM_2, "bias", i),   {n_embd}, false);
+                        layer.attn_norm_2   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM_2, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_norm_2_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM_2, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), {n_embd, n_embd + 2*n_embd_gqa});
                         layer.wo   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
@@ -5121,7 +5375,12 @@ static bool llm_load_tensors(
                     {
                         model.output_norm   = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
                         model.output_norm_b = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd});
-                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab});
+                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        if (!model.output) {
+                            // needs to be on GPU
+                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
+                        }
+
                     }
 
                     for (int i = 0; i < n_layer; ++i) {
@@ -5149,47 +5408,6 @@ static bool llm_load_tensors(
                         layer.ffn_up_b   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_UP, "bias", i),     {n_ff});
                     }
                 } break;
-            case LLM_ARCH_PERSIMMON:
-                {
-                    model.tok_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_EMBD, "weight"),  {n_embd, n_vocab});
-
-                    {
-                        model.output_norm    = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
-                        model.output_norm_b  = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd});
-                        model.output         = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab});
-                    }
-
-                    for (int i = 0; i < n_layer; ++i) {
-                        ggml_context * ctx_layer = ctx_for_layer(i);
-                        ggml_context * ctx_split = ctx_for_layer_split(i);
-
-                        auto & layer = model.layers[i];
-
-                        layer.attn_norm     = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM,   "weight", i), {n_embd});
-                        layer.attn_norm_b   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM,   "bias",   i), {n_embd});
-
-                        layer.wqkv          = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV,    "weight", i), {n_embd, n_embd + 2*n_embd_gqa});
-                        layer.bqkv          = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV,    "bias",   i), {n_embd + 2*n_embd_gqa});
-
-                        layer.wo            = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT,    "weight", i), {n_embd, n_embd});
-                        layer.bo            = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT,    "bias",   i), {n_embd});
-
-                        layer.ffn_down      = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN,    "weight", i), {n_ff, n_embd});
-                        layer.ffn_down_b    = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_DOWN,    "bias",   i), {n_embd});
-
-                        layer.ffn_up        = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,      "weight", i), {n_embd, n_ff});
-                        layer.ffn_up_b      = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_UP,      "bias",   i), {n_ff});
-
-                        layer.ffn_norm      = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM,    "weight", i), {n_embd});
-                        layer.ffn_norm_b    = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM,    "bias",   i), {n_embd});
-
-                        layer.attn_q_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {64});
-                        layer.attn_q_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "bias",   i), {64});
-
-                        layer.attn_k_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {64});
-                        layer.attn_k_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "bias",   i), {64});
-                    }
-                } break;
             case LLM_ARCH_BERT:
             case LLM_ARCH_NOMIC_BERT:
                 {
@@ -5242,6 +5460,50 @@ static bool llm_load_tensors(
                         layer.layer_out_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_LAYER_OUT_NORM, "bias", i),   {n_embd});
                     }
                 } break;
+            case LLM_ARCH_JINA_BERT_V2:
+                {
+                    model.tok_embd     = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_EMBD,  "weight"), {n_embd, n_vocab}); // word_embeddings
+                    model.type_embd    = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_TYPES, "weight"), {n_embd, n_vocab_type}); //token_type_embeddings
+                    model.tok_norm   = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD_NORM, "weight"), {n_embd}); // LayerNorm
+                    model.tok_norm_b = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD_NORM, "bias"),   {n_embd}); //LayerNorm bias
+
+                    for (int i = 0; i < n_layer; ++i) {
+                        ggml_context * ctx_layer = ctx_for_layer(i);
+                        ggml_context * ctx_split = ctx_for_layer_split(i);
+
+                        auto & layer = model.layers[i]; // JinaBertLayer
+
+                        layer.wq   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q,   "weight", i), {n_embd, n_embd});
+                        layer.bq   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q,   "bias", i),   {n_embd});
+
+                        layer.attn_q_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_q_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "bias", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+
+                        layer.wk   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_K,   "weight", i), {n_embd, n_embd_gqa});
+                        layer.bk   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K,   "bias", i),   {n_embd_gqa});
+
+                        layer.attn_k_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_k_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "bias", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+
+                        layer.wv   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_V,   "weight", i), {n_embd, n_embd_gqa});
+                        layer.bv   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_V,   "bias", i),   {n_embd_gqa});
+
+                        layer.wo              = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT,      "weight", i), {n_embd, n_embd}); //output_dens
+                        layer.bo              = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT,      "bias", i), {n_embd}); //output_dens
+
+                        layer.attn_out_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT_NORM, "weight", i), {n_embd}); //output_norm
+                        layer.attn_out_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT_NORM, "bias", i),   {n_embd});
+
+                        layer.ffn_up = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,        "weight", i), {n_embd, n_ff});
+                        layer.ffn_gate = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE,    "weight", i), {n_embd, n_ff});
+
+                        layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN,        "weight", i), {n_ff, n_embd});
+                        layer.ffn_down_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_DOWN,      "bias", i), {n_embd});
+
+                        layer.layer_out_norm = ml.create_tensor(ctx_split, tn(LLM_TENSOR_LAYER_OUT_NORM,        "weight", i), {n_embd});
+                        layer.layer_out_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_LAYER_OUT_NORM,        "bias", i), {n_embd});
+                    }
+                } break;
             case LLM_ARCH_BLOOM:
                 {
                     model.tok_embd   = ml.create_tensor(ctx_input,  tn(LLM_TENSOR_TOKEN_EMBD,      "weight"), {n_embd, n_vocab});
@@ -5283,18 +5545,16 @@ static bool llm_load_tensors(
             case LLM_ARCH_MPT:
                 {
                     model.tok_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                    model.pos_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_POS_EMBD,   "weight"), {n_embd, hparams.n_ctx_train}, false);
+                    model.pos_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_POS_EMBD,   "weight"), {n_embd, hparams.n_ctx_train}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                     // output
                     {
                         model.output_norm   = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
-                        model.output_norm_b = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd}, false);
+                        model.output_norm_b = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
-                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, false);
+                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         if (!model.output) {
-                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}); // needs to be on GPU
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED); // needs to be on GPU
                         }
                     }
 
@@ -5305,31 +5565,31 @@ static bool llm_load_tensors(
                         auto & layer = model.layers[i];
 
                         layer.attn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
-                        layer.attn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "bias", i),   {n_embd}, false);
+                        layer.attn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), {n_embd, n_embd + 2*n_embd_gqa});
-                        layer.bqkv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV, "bias", i),   {n_embd + 2*n_embd_gqa}, false);
+                        layer.bqkv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV, "bias", i),   {n_embd + 2*n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.wo   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
-                        layer.bo   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT, "bias", i),   {n_embd}, false);
+                        layer.bo   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.ffn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd});
-                        layer.ffn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "bias", i),   {n_embd}, false);
+                        layer.ffn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.ffn_down   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {n_ff, n_embd});
-                        layer.ffn_down_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_DOWN, "bias", i),   {n_embd}, false);
+                        layer.ffn_down_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_DOWN, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.ffn_up     = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd,   n_ff});
-                        layer.ffn_up_b   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_UP,   "bias", i),   {n_ff}, false);
+                        layer.ffn_up_b   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_UP,   "bias", i),   {n_ff}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
-                        layer.attn_q_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {n_embd}, false);
-                        layer.attn_q_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "bias",   i), {n_embd}, false);
+                        layer.attn_q_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_q_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "bias",   i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
-                        layer.attn_k_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {n_embd}, false);
-                        layer.attn_k_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "bias",   i), {n_embd}, false);
+                        layer.attn_k_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_k_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "bias",   i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         // AWQ ScaleActivation layer
-                        layer.ffn_act = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_ACT, "scales", i), {n_ff}, false);
+                        layer.ffn_act = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_ACT, "scales", i), {n_ff}, llama_model_loader::TENSOR_NOT_REQUIRED);
                     }
                 } break;
             case LLM_ARCH_STABLELM:
@@ -5358,17 +5618,17 @@ static bool llm_load_tensors(
                         layer.wo = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
 
                         // optional bias tensors, present in Stable LM 2 1.6B
-                        layer.bq = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q,   "bias", i), {n_embd},     false);
-                        layer.bk = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K,   "bias", i), {n_embd_gqa}, false);
-                        layer.bv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_V,   "bias", i), {n_embd_gqa}, false);
+                        layer.bq = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q,   "bias", i), {n_embd},     llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bk = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K,   "bias", i), {n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_V,   "bias", i), {n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         // optional q and k layernorms, present in StableLM 2 12B
-                        layer.attn_q_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {hparams.n_embd_head_k, hparams.n_head}, false);
-                        layer.attn_k_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {hparams.n_embd_head_k, hparams.n_head_kv}, false);
+                        layer.attn_q_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_NORM, "weight", i), {hparams.n_embd_head_k, hparams.n_head}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.attn_k_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_K_NORM, "weight", i), {hparams.n_embd_head_k, hparams.n_head_kv}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         // optional FFN norm, not present in StableLM 2 12B which uses parallel residual
-                        layer.ffn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd}, false);
-                        layer.ffn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "bias", i),   {n_embd}, false);
+                        layer.ffn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.ffn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "bias", i),   {n_embd}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         layer.ffn_gate = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE, "weight", i), {n_embd,   n_ff});
                         layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {  n_ff, n_embd});
@@ -5411,12 +5671,10 @@ static bool llm_load_tensors(
                     // output
                     {
                         model.output_norm = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
-                        model.output      = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, false);
+                        model.output      = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         // if output is NULL, init from the input tok embed
                         if (model.output == NULL) {
-                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                         }
                     }
 
@@ -5514,8 +5772,8 @@ static bool llm_load_tensors(
                         layer.attn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
                         layer.attn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "bias", i),   {n_embd});
 
-                        layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), {n_embd, n_embd + 2*n_embd_gqa}, false);
-                        layer.bqkv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV, "bias", i),   {n_embd + 2*n_embd_gqa}, false);
+                        layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), {n_embd, n_embd + 2*n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.bqkv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV, "bias", i),   {n_embd + 2*n_embd_gqa}, llama_model_loader::TENSOR_NOT_REQUIRED);
 
                         if (layer.wqkv == nullptr) {
                             layer.wq = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q, "weight", i), {n_embd, n_embd});
@@ -5552,17 +5810,20 @@ static bool llm_load_tensors(
                         ggml_context* ctx_layer = ctx_for_layer(i);
                         ggml_context* ctx_split = ctx_for_layer_split(i);
 
-                        auto& layer = model.layers[i];
+                        auto & layer = model.layers[i];
 
                         layer.attn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), { n_embd });
 
-                        layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), { n_embd, n_embd + 2 * n_embd_gqa }, false);
-                        layer.wo = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), { n_embd, n_embd });
+                        layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), { n_embd, n_embd + 2 * n_embd_gqa }, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        layer.wo   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), { n_embd, n_embd });
 
                         layer.ffn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), { n_embd });
 
                         layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), { n_ff, n_embd });
                         layer.ffn_up = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP, "weight", i), { n_embd, 2 * n_ff });
+
+                        layer.rope_long  = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ROPE_FACTORS_LONG,  "weight"), { n_embd_head/2 }, llama_model_loader::TENSOR_NOT_REQUIRED | (i != 0 ? llama_model_loader::TENSOR_DUPLICATED : 0));
+                        layer.rope_short = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ROPE_FACTORS_SHORT, "weight"), { n_embd_head/2 }, llama_model_loader::TENSOR_NOT_REQUIRED | (i != 0 ? llama_model_loader::TENSOR_DUPLICATED : 0));
                     }
                 } break;
             case LLM_ARCH_PLAMO:
@@ -5731,9 +5992,7 @@ static bool llm_load_tensors(
 
                     // output
                     model.output_norm = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
-                    model.output      = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD,  "weight"), {n_embd, n_vocab}); // same as tok_embd, duplicated to allow offloading
-                    ml.n_created--; // artificial tensor
-                    ml.size_data += ggml_nbytes(model.output);
+                    model.output      = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD,  "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED); // same as tok_embd, duplicated to allow offloading
 
                     const int64_t n_ff          = hparams.n_ff;
                     const int64_t n_embd_head_k = hparams.n_embd_head_k;
@@ -5768,12 +6027,10 @@ static bool llm_load_tensors(
                         model.output_norm   = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
                         model.output_norm_b = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd});
 
-                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, false);
+                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         // if output is NULL, init from the input tok embed
                         if (model.output == NULL) {
-                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                         }
 
                     }
@@ -5824,12 +6081,10 @@ static bool llm_load_tensors(
                     {
                         model.output_norm = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
 
-                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, false);
+                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         // if output is NULL, init from the input tok embed, duplicated to allow offloading
                         if (model.output == NULL) {
-                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                         }
                     }
 
@@ -5890,9 +6145,7 @@ static bool llm_load_tensors(
                     {
                         model.output_norm = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
                         // init output from the input tok embed
-                        model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                        ml.n_created--; // artificial tensor
-                        ml.size_data += ggml_nbytes(model.output);
+                        model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                     }
 
                     for (int i = 0; i < n_layer; ++i) {
@@ -5924,12 +6177,10 @@ static bool llm_load_tensors(
 
                     // output
                     {
-                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, false);
+                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
                         // if output is NULL, init from the input tok embed
                         if (model.output == NULL) {
-                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
-                            ml.n_created--; // artificial tensor
-                            ml.size_data += ggml_nbytes(model.output);
+                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
                         }
                     }
 
@@ -5949,6 +6200,145 @@ static bool llm_load_tensors(
                         layer.ffn_up   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd,   n_ff});
                     }
                 } break;
+            case LLM_ARCH_GPTNEOX:
+                {
+                    model.tok_embd   = ml.create_tensor(ctx_input,  tn(LLM_TENSOR_TOKEN_EMBD,      "weight"), {n_embd, n_vocab});
+                    // output
+                    {
+                        model.output_norm   = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
+                        model.output_norm_b = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "bias"),   {n_embd});
+                        model.output        = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab});
+                    }
+
+                    for (int i = 0; i < n_layer; ++i) {
+                        ggml_context * ctx_layer = ctx_for_layer(i);
+                        ggml_context * ctx_split = ctx_for_layer_split(i);
+
+                        auto & layer = model.layers[i];
+
+                        layer.attn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
+                        layer.attn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "bias", i),   {n_embd});
+
+                        layer.wqkv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_QKV, "weight", i), {n_embd, n_embd + 2*n_embd_gqa});
+                        layer.bqkv = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_QKV, "bias", i),   {n_embd + 2*n_embd_gqa});
+
+                        layer.wo   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
+                        layer.bo   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_OUT, "bias", i),   {n_embd});
+
+                        layer.ffn_norm   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd});
+                        layer.ffn_norm_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "bias", i),   {n_embd});
+
+                        layer.ffn_down   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {n_ff, n_embd});
+                        layer.ffn_down_b = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_DOWN, "bias", i),   {n_embd});
+
+                        layer.ffn_up     = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd, n_ff});
+                        layer.ffn_up_b   = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_UP,   "bias", i),   {n_ff});
+                    }
+                } break;
+            case LLM_ARCH_ARCTIC:
+                {
+                    model.tok_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
+
+                    // output
+                    {
+                        model.output_norm = ml.create_tensor(ctx_output, tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
+                        model.output = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_NOT_REQUIRED);
+                        // if output is NULL, init from the input tok embed
+                        if (model.output == NULL) {
+                            model.output = ml.create_tensor(ctx_output, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab}, llama_model_loader::TENSOR_DUPLICATED);
+                        }
+                    }
+
+                    for (int i = 0; i < n_layer; ++i) {
+                        ggml_context * ctx_layer = ctx_for_layer(i);
+                        ggml_context * ctx_split = ctx_for_layer_split(i);
+
+                        auto & layer = model.layers[i];
+
+                        layer.attn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
+
+                        layer.wq = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q,   "weight", i), {n_embd, n_embd});
+                        layer.wk = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_K,   "weight", i), {n_embd, n_embd_gqa});
+                        layer.wv = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_V,   "weight", i), {n_embd, n_embd_gqa});
+                        layer.wo = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {n_embd, n_embd});
+
+                        layer.ffn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd});
+
+                        layer.ffn_gate = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE, "weight", i), {n_embd, n_embd});
+                        layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {n_embd, n_embd});
+                        layer.ffn_up   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd, n_embd});
+
+                        layer.ffn_gate_inp = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_GATE_INP, "weight", i), {n_embd, n_expert});
+                        layer.ffn_norm_exps = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM_EXPS, "weight", i), {n_embd});
+                        layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {n_embd,   n_ff, n_expert}, false);
+                        layer.ffn_down_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN_EXPS, "weight", i), {  n_ff, n_embd, n_expert});
+                        layer.ffn_up_exps   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP_EXPS,   "weight", i), {n_embd,   n_ff, n_expert});
+                    }
+                } break;
+            case LLM_ARCH_DEEPSEEK2:
+                {
+                    bool is_lite = (hparams.n_layer == 27);
+
+                    const uint32_t n_embd_head_qk_rope = hparams.n_rot;
+                    const uint32_t n_embd_head_qk_nope = hparams.n_embd_head_k - hparams.n_rot;
+                    const uint32_t q_lora_rank = hparams.n_lora_q;
+                    const uint32_t kv_lora_rank = hparams.n_lora_kv;
+                    const uint32_t n_ff_exp = hparams.n_ff_exp;
+
+                    model.tok_embd = ml.create_tensor(ctx_input, tn(LLM_TENSOR_TOKEN_EMBD, "weight"), {n_embd, n_vocab});
+
+                    // output
+                    {
+                        model.output_norm = ml.create_tensor(ctx_output,       tn(LLM_TENSOR_OUTPUT_NORM, "weight"), {n_embd});
+                        model.output      = ml.create_tensor(ctx_output_split, tn(LLM_TENSOR_OUTPUT,      "weight"), {n_embd, n_vocab});
+                    }
+
+                    for (int i = 0; i < n_layer; ++i) {
+                        ggml_context * ctx_layer = ctx_for_layer(i);
+                        ggml_context * ctx_split = ctx_for_layer_split(i);
+
+                        auto & layer = model.layers[i];
+
+                        layer.attn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_NORM, "weight", i), {n_embd});
+                        if (!is_lite) {
+                            layer.attn_q_a_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_Q_A_NORM, "weight", i), {q_lora_rank});
+                        }
+                        layer.attn_kv_a_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_ATTN_KV_A_NORM, "weight", i), {kv_lora_rank});
+
+                        if (!is_lite) {
+                            layer.wq_a = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q_A,   "weight", i), {n_embd, q_lora_rank});
+                            layer.wq_b = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q_B,   "weight", i), {q_lora_rank, hparams.n_head * hparams.n_embd_head_k});
+                        } else {
+                            layer.wq = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_Q,   "weight", i), {n_embd, n_embd_k_gqa});
+                        }
+                        layer.wkv_a_mqa = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_KV_A_MQA,   "weight", i), {n_embd, kv_lora_rank + n_embd_head_qk_rope});
+                        layer.wkv_b = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_KV_B,   "weight", i), {kv_lora_rank, hparams.n_head * (n_embd_head_qk_nope + hparams.n_embd_head_v)});
+                        layer.wo = ml.create_tensor(ctx_split, tn(LLM_TENSOR_ATTN_OUT, "weight", i), {hparams.n_head * hparams.n_embd_head_v, n_embd});
+
+                        layer.ffn_norm = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_NORM, "weight", i), {n_embd});
+
+                        if ((uint32_t) i < hparams.n_layer_dense_lead) {
+                            layer.ffn_gate = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE, "weight", i), {n_embd,   n_ff});
+                            layer.ffn_down = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN, "weight", i), {  n_ff, n_embd});
+                            layer.ffn_up   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP,   "weight", i), {n_embd,   n_ff});
+                        } else {
+                            layer.ffn_gate_inp = ml.create_tensor(ctx_layer, tn(LLM_TENSOR_FFN_GATE_INP, "weight", i), {n_embd, n_expert});
+
+                            GGML_ASSERT(hparams.n_expert      > 0);
+                            GGML_ASSERT(hparams.n_expert_used > 0);
+
+                            // MoE branch
+                            layer.ffn_gate_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_EXPS, "weight", i), {  n_embd, n_ff_exp, n_expert});
+                            layer.ffn_down_exps = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN_EXPS, "weight", i), {n_ff_exp,   n_embd, n_expert});
+                            layer.ffn_up_exps   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP_EXPS,   "weight", i), {  n_embd, n_ff_exp, n_expert});
+
+                            // Shared expert branch
+                            layer.ffn_gate_shexp = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_GATE_SHEXP, "weight", i), {n_embd,   n_ff_exp * hparams.n_expert_shared});
+                            layer.ffn_down_shexp = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_DOWN_SHEXP, "weight", i), {  n_ff_exp * hparams.n_expert_shared, n_embd});
+                            layer.ffn_up_shexp   = ml.create_tensor(ctx_split, tn(LLM_TENSOR_FFN_UP_SHEXP,   "weight", i), {n_embd,   n_ff_exp * hparams.n_expert_shared});
+                        }
+                    }
+                } break;
             default:
                 throw std::runtime_error("unknown architecture");
         }
@@ -6213,10 +6603,7 @@ static struct ggml_tensor * llm_build_inp_embd(
 
         inpL = ggml_get_rows(ctx, tok_embd, lctx.inp_tokens);
     } else {
-#ifdef GGML_USE_MPI
-        GGML_ASSERT(false && "not implemented");
-#endif
-        lctx.inp_embd = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, batch.n_tokens);
+       lctx.inp_embd = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, n_embd, batch.n_tokens);
         inpL = lctx.inp_embd;
         ggml_set_input(lctx.inp_embd);
     }
@@ -6318,7 +6705,7 @@ static struct ggml_tensor * llm_build_ffn(
           llm_ffn_gate_type   type_gate,
          const llm_build_cb & cb,
                         int   il) {
-    struct ggml_tensor * tmp = ggml_mul_mat(ctx, up, cur);
+    struct ggml_tensor * tmp = up ? ggml_mul_mat(ctx, up, cur) : cur;
     cb(tmp, "ffn_up", il);
 
     if (up_b) {
@@ -6406,6 +6793,8 @@ static struct ggml_tensor * llm_build_moe_ffn(
                     int64_t   n_expert_used,
             llm_ffn_op_type   type_op,
                        bool   norm_w,
+                       bool   scale_w,
+                      float   w_scale,
          const llm_build_cb & cb,
                         int   il) {
     int64_t n_embd = cur->ne[0];
@@ -6437,6 +6826,10 @@ static struct ggml_tensor * llm_build_moe_ffn(
 
         weights = ggml_reshape_3d(ctx, weights, 1, n_expert_used, n_tokens);
     }
+    if (scale_w) {
+        weights = ggml_scale(ctx, weights, w_scale);
+        cb(weights, "ffn_moe_weights_scaled", il);
+    }
 
     cur = ggml_reshape_3d(ctx, cur, n_embd, 1, n_tokens);
     ggml_tensor * up = ggml_mul_mat_id(ctx, up_exps, cur, selected_experts); // [n_ff, n_expert_used, n_tokens]
@@ -6500,7 +6893,6 @@ static struct ggml_tensor * llm_build_kqv(
          struct ggml_tensor * wo_b,
          struct ggml_tensor * q_cur,
          struct ggml_tensor * kq_mask,
-         struct ggml_tensor * kq_pos,
                     int32_t   n_tokens,
                     int32_t   n_kv,
                     float     kq_scale,
@@ -6512,6 +6904,7 @@ static struct ggml_tensor * llm_build_kqv(
     const int64_t n_embd_head_k = hparams.n_embd_head_k;
     const int64_t n_embd_k_gqa  = hparams.n_embd_k_gqa();
     const int64_t n_embd_head_v = hparams.n_embd_head_v;
+    const int64_t n_embd_v_gqa  = hparams.n_embd_v_gqa();
 
     struct ggml_tensor * q = ggml_permute(ctx, q_cur, 0, 2, 1, 3);
     cb(q, "q", il);
@@ -6530,31 +6923,27 @@ static struct ggml_tensor * llm_build_kqv(
         GGML_UNUSED(model);
         GGML_UNUSED(n_ctx);
 
-        // note: if this assert triggers, then some check has failed earlier
-        //       the idea is to detect during context creation that ALiBi would be used and disable Flash Attention
-        GGML_ASSERT(kq_pos == nullptr && "ALiBi is not yet supported with Flash Attention");
-
         // split cached v into n_head heads (not transposed)
         struct ggml_tensor * v =
             ggml_view_3d(ctx, kv.v_l[il],
                     n_embd_head_v, n_kv, n_head_kv,
-                    ggml_row_size(kv.v_l[il]->type, n_embd_k_gqa),
-                    ggml_row_size(kv.v_l[il]->type, n_embd_head_k),
+                    ggml_row_size(kv.v_l[il]->type, n_embd_v_gqa),
+                    ggml_row_size(kv.v_l[il]->type, n_embd_head_v),
                     0);
         cb(v, "v", il);
 
-        cur = ggml_flash_attn_ext(ctx, q, k, v, kq_mask, kq_scale);
+        cur = ggml_flash_attn_ext(ctx, q, k, v, kq_mask, kq_scale, hparams.f_max_alibi_bias);
 
-        if (model.arch == LLM_ARCH_PHI2 || model.arch == LLM_ARCH_PHI3) {
+        if (model.arch == LLM_ARCH_PHI2 || model.arch == LLM_ARCH_PHI3 || model.arch == LLM_ARCH_GPTNEOX) {
             ggml_flash_attn_ext_set_prec(cur, GGML_PREC_F32);
         }
 
-        cur = ggml_reshape_2d(ctx, cur, n_embd_head_k*n_head, n_tokens);
+        cur = ggml_reshape_2d(ctx, cur, n_embd_head_v*n_head, n_tokens);
     } else {
         struct ggml_tensor * kq = ggml_mul_mat(ctx, k, q);
         cb(kq, "kq", il);
 
-        if (model.arch == LLM_ARCH_PHI2 || model.arch == LLM_ARCH_PHI3) {
+        if (model.arch == LLM_ARCH_PHI2 || model.arch == LLM_ARCH_PHI3 || model.arch == LLM_ARCH_GPTNEOX) {
             // for this arch, we need to perform the KQ multiplication with F32 precision, otherwise we get NaNs
             // ref: https://github.com/ggerganov/llama.cpp/pull/4490#issuecomment-1859055847
             ggml_mul_mat_set_prec(kq, GGML_PREC_F32);
@@ -6574,28 +6963,8 @@ static struct ggml_tensor * llm_build_kqv(
             kq = ggml_scale(ctx, kq, 30);
         }
 
-#if defined(GGML_USE_KOMPUTE)
-#pragma message("TODO: ALiBi support in ggml_soft_max_ext is not implemented for Kompute")
-#pragma message("      Falling back to ggml_alibi(). Will become an error in Mar 2024")
-#pragma message("ref:  https://github.com/ggerganov/llama.cpp/pull/5488")
-        if (hparams.use_alibi) {
-            kq = ggml_scale(ctx, kq, kq_scale);
-            cb(kq, "kq_scaled", il);
-
-            kq = ggml_alibi(ctx, kq, /*n_past*/ 0, n_head, hparams.f_max_alibi_bias);
-            cb(kq, "kq_scaled_alibi", il);
-
-            kq = ggml_add(ctx, kq, kq_mask);
-            cb(kq, "kq_masked", il);
-
-            kq = ggml_soft_max(ctx, kq);
-            cb(kq, "kq_soft_max", il);
-        } else
-#endif
-        {
-            kq = ggml_soft_max_ext(ctx, kq, kq_mask, kq_pos, kq_scale, hparams.f_max_alibi_bias);
-            cb(kq, "kq_soft_max_ext", il);
-        }
+        kq = ggml_soft_max_ext(ctx, kq, kq_mask, kq_scale, hparams.f_max_alibi_bias);
+        cb(kq, "kq_soft_max_ext", il);
 
         GGML_ASSERT(kv.size == n_ctx);
 
@@ -6614,7 +6983,7 @@ static struct ggml_tensor * llm_build_kqv(
         struct ggml_tensor * kqv_merged = ggml_permute(ctx, kqv, 0, 2, 1, 3);
         cb(kqv_merged, "kqv_merged", il);
 
-        cur = ggml_cont_2d(ctx, kqv_merged, n_embd_head_k*n_head, n_tokens);
+        cur = ggml_cont_2d(ctx, kqv_merged, n_embd_head_v*n_head, n_tokens);
         cb(cur, "kqv_merged_cont", il);
     }
 
@@ -6645,7 +7014,6 @@ static struct ggml_tensor * llm_build_kv(
          struct ggml_tensor * v_cur,
          struct ggml_tensor * q_cur,
          struct ggml_tensor * kq_mask,
-         struct ggml_tensor * kq_pos,
                     int32_t   n_tokens,
                     int32_t   kv_head,
                     int32_t   n_kv,
@@ -6664,7 +7032,7 @@ static struct ggml_tensor * llm_build_kv(
     struct ggml_tensor * cur;
 
     cur  = llm_build_kqv(ctx, model, hparams, cparams, kv, graph, wo, wo_b,
-            q_cur, kq_mask, kq_pos, n_tokens, n_kv, kq_scale, cb, il);
+            q_cur, kq_mask, n_tokens, n_kv, kq_scale, cb, il);
     cb(cur, "kqv_out", il);
 
     return cur;
@@ -6771,18 +7139,17 @@ struct llm_build_context {
 
         ctx0 = ggml_init(params);
 
-        lctx.inp_tokens = nullptr;
-        lctx.inp_embd = nullptr;
-        lctx.inp_pos = nullptr;
+        lctx.inp_tokens  = nullptr;
+        lctx.inp_embd    = nullptr;
+        lctx.inp_pos     = nullptr;
         lctx.inp_out_ids = nullptr;
         lctx.inp_KQ_mask = nullptr;
-        lctx.inp_KQ_pos = nullptr;
         lctx.inp_K_shift = nullptr;
-        lctx.inp_mean = nullptr;
-        lctx.inp_cls = nullptr;
-        lctx.inp_s_copy = nullptr;
-        lctx.inp_s_mask = nullptr;
-        lctx.inp_s_seq = nullptr;
+        lctx.inp_mean    = nullptr;
+        lctx.inp_cls     = nullptr;
+        lctx.inp_s_copy  = nullptr;
+        lctx.inp_s_mask  = nullptr;
+        lctx.inp_s_seq   = nullptr;
     }
 
     void free() {
@@ -6801,17 +7168,20 @@ struct llm_build_context {
         cb(lctx.inp_K_shift, "K_shift", -1);
         ggml_set_input(lctx.inp_K_shift);
 
+
         for (int il = 0; il < n_layer; ++il) {
+            struct ggml_tensor * rope_factors = build_rope_factors(il);
             struct ggml_tensor * tmp =
                 // we rotate only the first n_rot dimensions
-                ggml_rope_custom_inplace(ctx0,
+                ggml_rope_ext_inplace(ctx0,
                         ggml_view_3d(ctx0, kv_self.k_l[il],
                             n_embd_head_k, n_head_kv, n_ctx,
                             ggml_row_size(kv_self.k_l[il]->type, n_embd_head_k),
                             ggml_row_size(kv_self.k_l[il]->type, n_embd_k_gqa),
                             0),
-                        lctx.inp_K_shift, n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                        lctx.inp_K_shift, rope_factors, n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                         ext_factor, attn_factor, beta_fast, beta_slow);
+
             cb(tmp, "K_shifted", il);
             ggml_build_forward_expand(gf, tmp);
         }
@@ -6914,6 +7284,17 @@ struct llm_build_context {
         return lctx.inp_pos;
     }
 
+    struct ggml_tensor * build_rope_factors(int il) {
+        // choose long/short freq factors based on the context size
+        const auto n_ctx_pre_seq = cparams.n_ctx / cparams.n_seq_max;
+
+        if (n_ctx_pre_seq > hparams.n_yarn_orig_ctx) {
+            return model.layers[il].rope_long;
+        }
+
+        return model.layers[il].rope_short;
+    }
+
     struct ggml_tensor * build_inp_out_ids() {
         lctx.inp_out_ids = ggml_new_tensor_1d(ctx0, GGML_TYPE_I32, n_outputs);
         cb(lctx.inp_out_ids, "inp_out_ids", -1);
@@ -6932,19 +7313,6 @@ struct llm_build_context {
         return flash_attn ? ggml_cast(ctx0, lctx.inp_KQ_mask, GGML_TYPE_F16) : lctx.inp_KQ_mask;
     }
 
-    struct ggml_tensor * build_inp_KQ_pos(bool causal = true) {
-        if (causal) {
-            lctx.inp_KQ_pos = ggml_new_tensor_1d(ctx0, GGML_TYPE_F32, n_kv);
-        } else {
-            // TODO: this will be needed for ALiBi-based BERT models
-            //       https://github.com/ggerganov/llama.cpp/pull/6826
-            lctx.inp_KQ_pos = ggml_new_tensor_1d(ctx0, GGML_TYPE_F32, n_tokens);
-        }
-        cb(lctx.inp_KQ_pos, "KQ_pos", -1);
-        ggml_set_input(lctx.inp_KQ_pos);
-        return flash_attn ? ggml_cast(ctx0, lctx.inp_KQ_pos, GGML_TYPE_F16) : lctx.inp_KQ_pos;
-    }
-
     struct ggml_tensor * build_inp_mean() {
         lctx.inp_mean = ggml_new_tensor_2d(ctx0, GGML_TYPE_F32, n_tokens, n_tokens);
         cb(lctx.inp_mean, "inp_mean", -1);
@@ -7034,15 +7402,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -7050,7 +7418,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7072,9 +7440,9 @@ struct llm_build_context {
                 cb(cur, "ffn_norm", il);
 
                 cur = llm_build_ffn(ctx0, cur,
-                        model.layers[il].ffn_up,   NULL,
-                        model.layers[il].ffn_gate, NULL,
-                        model.layers[il].ffn_down, NULL,
+                        model.layers[il].ffn_up,   model.layers[il].ffn_up_b,
+                        model.layers[il].ffn_gate, model.layers[il].ffn_gate_b,
+                        model.layers[il].ffn_down, model.layers[il].ffn_down_b,
                         NULL,
                         LLM_FFN_SILU, LLM_FFN_PAR, cb, il);
                 cb(cur, "ffn_out", il);
@@ -7092,6 +7460,7 @@ struct llm_build_context {
                         model.layers[il].ffn_down_exps,
                         n_expert, n_expert_used,
                         LLM_FFN_SILU, true,
+                        false, 0.0,
                         cb, il);
                 cb(cur, "ffn_moe_out", il);
             }
@@ -7143,9 +7512,6 @@ struct llm_build_context {
         // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
         struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
 
-        // positions of the tokens in the KV cache
-        struct ggml_tensor * KQ_pos = build_inp_KQ_pos();
-
         for (int il = 0; il < n_layer; ++il) {
             struct ggml_tensor * inpSA = inpL;
 
@@ -7167,13 +7533,13 @@ struct llm_build_context {
 
                 switch (model.type) {
                     case MODEL_7B:
-                        Qcur = ggml_rope_custom(
-                            ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                        Qcur = ggml_rope_ext(
+                            ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                             n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                             ext_factor, attn_factor, beta_fast, beta_slow
                         );
-                        Kcur = ggml_rope_custom(
-                            ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                        Kcur = ggml_rope_ext(
+                            ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                             n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                             ext_factor, attn_factor, beta_fast, beta_slow
                         );
@@ -7190,7 +7556,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, KQ_pos, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7260,9 +7626,6 @@ struct llm_build_context {
         // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
         struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
 
-        // positions of the tokens in the KV cache
-        struct ggml_tensor * KQ_pos = build_inp_KQ_pos();
-
         for (int il = 0; il < n_layer; ++il) {
             struct ggml_tensor * inpSA = inpL;
 
@@ -7282,22 +7645,22 @@ struct llm_build_context {
                 struct ggml_tensor * Vcur = ggml_mul_mat(ctx0, model.layers[il].wv, cur);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Kcur, "Kcur", il);
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, KQ_pos, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7403,21 +7766,21 @@ struct llm_build_context {
                 Kcur = ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens);
 
                 // using mode = 2 for neox mode
-                Qcur = ggml_rope_custom(
-                    ctx0, Qcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Qcur = ggml_rope_ext(
+                    ctx0, Qcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, Kcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Kcur = ggml_rope_ext(
+                    ctx0, Kcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7526,15 +7889,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -7542,7 +7905,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f, cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f, cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7579,6 +7942,7 @@ struct llm_build_context {
                     model.layers[il].ffn_down_exps,
                     n_expert, n_expert_used,
                     LLM_FFN_GELU, true,
+                    false, 0.0,
                     cb, il);
             cb(cur, "ffn_moe_out", il);
 
@@ -7678,15 +8042,15 @@ struct llm_build_context {
                 cb(Kcur, "Kcur", il);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -7694,7 +8058,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7722,6 +8086,7 @@ struct llm_build_context {
                     model.layers[il].ffn_down_exps,
                     n_expert, n_expert_used,
                     LLM_FFN_SILU, true,
+                    false, 0.0,
                     cb, il);
             cb(cur, "ffn_moe_out", il);
 
@@ -7806,7 +8171,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -7855,213 +8220,6 @@ struct llm_build_context {
         return gf;
     }
 
-    struct ggml_cgraph * build_persimmon() {
-        struct ggml_cgraph * gf = ggml_new_graph_custom(ctx0, LLAMA_MAX_NODES, false);
-
-        const int64_t n_embd_head = hparams.n_embd_head_v;
-        GGML_ASSERT(n_embd_head   == hparams.n_embd_head_k);
-        GGML_ASSERT(n_embd_head/2 == hparams.n_rot);
-
-        struct ggml_tensor * cur;
-        struct ggml_tensor * inpL;
-
-        inpL = llm_build_inp_embd(ctx0, lctx, hparams, batch, model.tok_embd, cb);
-
-        // inp_pos - contains the positions
-        struct ggml_tensor * inp_pos = build_inp_pos();
-
-        // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
-        struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
-
-        for (int il = 0; il < n_layer; ++il) {
-            struct ggml_tensor * residual = inpL;
-
-            cur = llm_build_norm(ctx0, inpL, hparams,
-                    model.layers[il].attn_norm,
-                    model.layers[il].attn_norm_b,
-                    LLM_NORM, cb, il);
-            cb(cur, "attn_norm", il);
-
-            // self attention
-            {
-                cur = ggml_mul_mat(ctx0, model.layers[il].wqkv, cur);
-                cb(cur, "wqkv", il);
-
-                cur = ggml_add(ctx0, cur, model.layers[il].bqkv);
-                cb(cur, "bqkv", il);
-
-                // split qkv
-                GGML_ASSERT(n_head_kv == n_head);
-
-                struct ggml_tensor * tmpqkv = ggml_reshape_4d(ctx0, cur, n_embd_head, 3, n_head, n_tokens);
-                cb(tmpqkv, "tmpqkv", il);
-
-                struct ggml_tensor * tmpqkv_perm = ggml_cont(ctx0, ggml_permute(ctx0, tmpqkv, 0, 3, 1, 2));
-                cb(tmpqkv_perm, "tmpqkv", il);
-
-                struct ggml_tensor * tmpq = ggml_view_3d(
-                        ctx0, tmpqkv_perm, n_embd_head, n_head, n_tokens,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head * n_head,
-                        0
-                        );
-                cb(tmpq, "tmpq", il);
-
-                struct ggml_tensor * tmpk = ggml_view_3d(
-                        ctx0, tmpqkv_perm, n_embd_head, n_head, n_tokens,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head * n_head,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head * n_head * n_tokens
-                        );
-                cb(tmpk, "tmpk", il);
-
-                // Q/K Layernorm
-                tmpq = llm_build_norm(ctx0, tmpq, hparams,
-                        model.layers[il].attn_q_norm,
-                        model.layers[il].attn_q_norm_b,
-                        LLM_NORM, cb, il);
-                cb(tmpq, "tmpq", il);
-
-                tmpk = llm_build_norm(ctx0, tmpk, hparams,
-                        model.layers[il].attn_k_norm,
-                        model.layers[il].attn_k_norm_b,
-                        LLM_NORM, cb, il);
-                cb(tmpk, "tmpk", il);
-
-                // RoPE the first n_rot of q/k, pass the other half, and concat.
-                struct ggml_tensor * qrot = ggml_view_3d(
-                        ctx0, tmpq, n_rot, n_head, n_tokens,
-                        ggml_element_size(tmpq) * n_embd_head,
-                        ggml_element_size(tmpq) * n_embd_head * n_head,
-                        0
-                        );
-                cb(qrot, "qrot", il);
-
-                struct ggml_tensor * krot = ggml_view_3d(
-                        ctx0, tmpk, n_rot, n_head, n_tokens,
-                        ggml_element_size(tmpk) * n_embd_head,
-                        ggml_element_size(tmpk) * n_embd_head * n_head,
-                        0
-                        );
-                cb(krot, "krot", il);
-
-                // get the second half of tmpq, e.g tmpq[n_rot:, :, :]
-                struct ggml_tensor * qpass = ggml_view_3d(
-                        ctx0, tmpq, n_rot, n_head, n_tokens,
-                        ggml_element_size(tmpq) * n_embd_head,
-                        ggml_element_size(tmpq) * n_embd_head * n_head,
-                        ggml_element_size(tmpq) * n_rot
-                        );
-                cb(qpass, "qpass", il);
-
-                struct ggml_tensor * kpass = ggml_view_3d(
-                        ctx0, tmpk, n_rot, n_head, n_tokens,
-                        ggml_element_size(tmpk) * n_embd_head,
-                        ggml_element_size(tmpk) * n_embd_head * n_head,
-                        ggml_element_size(tmpk) * n_rot
-                        );
-                cb(kpass, "kpass", il);
-
-                struct ggml_tensor * qrotated = ggml_rope_custom(
-                    ctx0, qrot, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
-                    freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
-                );
-                cb(qrotated, "qrotated", il);
-
-                struct ggml_tensor * krotated = ggml_rope_custom(
-                    ctx0, krot, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
-                    freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
-                );
-                cb(krotated, "krotated", il);
-
-                // ggml currently only supports concatenation on dim=2
-                // so we need to permute qrot, qpass, concat, then permute back.
-                qrotated = ggml_cont(ctx0, ggml_permute(ctx0, qrotated, 2, 1, 0, 3));
-                cb(qrotated, "qrotated", il);
-
-                krotated = ggml_cont(ctx0, ggml_permute(ctx0, krotated, 2, 1, 0, 3));
-                cb(krotated, "krotated", il);
-
-                qpass = ggml_cont(ctx0, ggml_permute(ctx0, qpass, 2, 1, 0, 3));
-                cb(qpass, "qpass", il);
-
-                kpass = ggml_cont(ctx0, ggml_permute(ctx0, kpass, 2, 1, 0, 3));
-                cb(kpass, "kpass", il);
-
-                struct ggml_tensor * Qcur = ggml_concat(ctx0, qrotated, qpass);
-                cb(Qcur, "Qcur", il);
-
-                struct ggml_tensor * Kcur = ggml_concat(ctx0, krotated, kpass);
-                cb(Kcur, "Kcur", il);
-
-                struct ggml_tensor * Q = ggml_cont(ctx0, ggml_permute(ctx0, Qcur, 2, 1, 0, 3));
-                cb(Q, "Q", il);
-
-                Kcur = ggml_cont(ctx0, ggml_permute(ctx0, Kcur, 2, 1, 0, 3));
-                cb(Kcur, "Kcur", il);
-
-                struct ggml_tensor * Vcur = ggml_view_3d(
-                        ctx0, tmpqkv_perm, n_embd_head, n_head, n_tokens,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head * n_head,
-                        ggml_element_size(tmpqkv_perm) * n_embd_head * n_head * n_tokens * 2
-                        );
-                cb(Vcur, "Vcur", il);
-
-                cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
-                        model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Q, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
-            }
-
-            if (il == n_layer - 1) {
-                // skip computing output for unused tokens
-                struct ggml_tensor * inp_out_ids = build_inp_out_ids();
-                cur      = ggml_get_rows(ctx0,      cur, inp_out_ids);
-                residual = ggml_get_rows(ctx0, residual, inp_out_ids);
-            }
-
-            struct ggml_tensor * ffn_inp = ggml_add(ctx0, residual, cur);
-            cb(ffn_inp, "ffn_inp", il);
-
-            // feed-forward network
-            {
-                cur = llm_build_norm(ctx0, ffn_inp, hparams,
-                        model.layers[il].ffn_norm,
-                        model.layers[il].ffn_norm_b,
-                        LLM_NORM, cb, il);
-                cb(cur, "ffn_norm", il);
-
-                cur = llm_build_ffn(ctx0, cur,
-                        model.layers[il].ffn_up,   model.layers[il].ffn_up_b,
-                        NULL,                      NULL,
-                        model.layers[il].ffn_down, model.layers[il].ffn_down_b,
-                        NULL,
-                        LLM_FFN_RELU_SQR, LLM_FFN_SEQ, cb, il);
-                cb(cur, "ffn_out", il);
-            }
-
-            cur = ggml_add(ctx0, cur, ffn_inp);
-            cb(cur, "l_out", il);
-
-            inpL = cur;
-        }
-
-        cur = inpL;
-
-        cur = llm_build_norm(ctx0, cur, hparams,
-                model.output_norm,
-                model.output_norm_b,
-                LLM_NORM, cb, -1);
-        cb(cur, "result_norm", -1);
-
-        cur = ggml_mul_mat(ctx0, model.output, cur);
-        cb(cur, "result_output", -1);
-
-        ggml_build_forward_expand(gf, cur);
-
-        return gf;
-    }
-
     struct ggml_cgraph * build_refact() {
         struct ggml_cgraph * gf = ggml_new_graph_custom(ctx0, LLAMA_MAX_NODES, false);
 
@@ -8076,9 +8234,6 @@ struct llm_build_context {
         // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
         struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
 
-        // positions of the tokens in the KV cache
-        struct ggml_tensor * KQ_pos = build_inp_KQ_pos();
-
         for (int il = 0; il < n_layer; ++il) {
             struct ggml_tensor * inpSA = inpL;
 
@@ -8106,7 +8261,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, KQ_pos, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -8168,8 +8323,11 @@ struct llm_build_context {
 
         struct ggml_tensor * cur;
         struct ggml_tensor * inpL;
+        struct ggml_tensor * inp_pos = nullptr;
 
-        struct ggml_tensor * inp_pos  = build_inp_pos();
+        if (model.arch != LLM_ARCH_JINA_BERT_V2) {
+            inp_pos = build_inp_pos();
+        }
         struct ggml_tensor * inp_mean = build_inp_mean();
         struct ggml_tensor * inp_cls  = build_inp_cls();
 
@@ -8200,13 +8358,26 @@ struct llm_build_context {
             struct ggml_tensor * Vcur;
 
             // self-attention
-            if (model.arch == LLM_ARCH_BERT) {
+            if (model.arch == LLM_ARCH_BERT || model.arch == LLM_ARCH_JINA_BERT_V2) {
                 Qcur = ggml_add(ctx0, ggml_mul_mat(ctx0, model.layers[il].wq, cur), model.layers[il].bq);
                 cb(Qcur, "Qcur", il);
 
+                if (model.layers[il].attn_q_norm) {
+                    Qcur = llm_build_norm(ctx0, Qcur, hparams,
+                            model.layers[il].attn_q_norm,
+                            model.layers[il].attn_q_norm_b,
+                            LLM_NORM, cb, il);
+                }
+
                 Kcur = ggml_add(ctx0, ggml_mul_mat(ctx0, model.layers[il].wk, cur), model.layers[il].bk);
                 cb(Kcur, "Kcur", il);
 
+                if (model.layers[il].attn_k_norm) {
+                    Kcur = llm_build_norm(ctx0, Kcur, hparams,
+                            model.layers[il].attn_k_norm,
+                            model.layers[il].attn_k_norm_b,
+                            LLM_NORM, cb, il);
+                }
                 Vcur = ggml_add(ctx0, ggml_mul_mat(ctx0, model.layers[il].wv, cur), model.layers[il].bv);
                 cb(Vcur, "Vcur", il);
 
@@ -8225,15 +8396,15 @@ struct llm_build_context {
                 cb(Kcur, "Kcur", il);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -8246,7 +8417,7 @@ struct llm_build_context {
             struct ggml_tensor * kq = ggml_mul_mat(ctx0, k, q);
             cb(kq, "kq", il);
 
-            kq = ggml_soft_max_ext(ctx0, kq, KQ_mask, nullptr, 1.0f/sqrtf(float(n_embd_head)), hparams.f_max_alibi_bias);
+            kq = ggml_soft_max_ext(ctx0, kq, KQ_mask, 1.0f/sqrtf(float(n_embd_head)), hparams.f_max_alibi_bias);
             cb(kq, "kq_soft_max_ext", il);
 
             struct ggml_tensor * v = ggml_cont(ctx0, ggml_transpose(ctx0, ggml_reshape_2d(ctx0, Vcur, n_embd_gqa, n_tokens)));
@@ -8297,6 +8468,13 @@ struct llm_build_context {
                         model.layers[il].ffn_down, model.layers[il].ffn_down_b,
                         NULL,
                         LLM_FFN_GELU, LLM_FFN_SEQ, cb, il);
+            } else if (model.arch == LLM_ARCH_JINA_BERT_V2) {
+                cur = llm_build_ffn(ctx0, cur,
+                        model.layers[il].ffn_up,   NULL,
+                        model.layers[il].ffn_gate, NULL,
+                        model.layers[il].ffn_down, model.layers[il].ffn_down_b,
+                        NULL,
+                        LLM_FFN_GELU, LLM_FFN_PAR, cb, il);
             } else {
                 cur = llm_build_ffn(ctx0, cur,
                         model.layers[il].ffn_up,   NULL,
@@ -8363,9 +8541,6 @@ struct llm_build_context {
         // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
         struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
 
-        // positions of the tokens in the KV cache
-        struct ggml_tensor * KQ_pos = build_inp_KQ_pos();
-
         inpL = llm_build_norm(ctx0, inpL, hparams,
                 model.tok_norm,
                 model.tok_norm_b,
@@ -8399,7 +8574,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, KQ_pos, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -8464,9 +8639,6 @@ struct llm_build_context {
         // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
         struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
 
-        // positions of the tokens in the KV cache
-        struct ggml_tensor * KQ_pos = build_inp_KQ_pos();
-
         if (model.pos_embd) {
             // inp_pos - contains the positions
             struct ggml_tensor * inp_pos = build_inp_pos();
@@ -8530,13 +8702,13 @@ struct llm_build_context {
 
                     cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                             model.layers[il].wo, model.layers[il].bo,
-                            Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                            Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
                 } else {
                     Qcur = ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens);
 
                     cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                             model.layers[il].wo, model.layers[il].bo,
-                            Kcur, Vcur, Qcur, KQ_mask, KQ_pos, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                            Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
                 }
             }
 
@@ -8664,15 +8836,15 @@ struct llm_build_context {
                 }
 
 
-                Qcur = ggml_rope_custom(
-                    ctx0, Qcur, inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, Qcur, inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, Kcur, inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, Kcur, inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -8680,7 +8852,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -8784,21 +8956,21 @@ struct llm_build_context {
                 Kcur = ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens);
 
                 // using mode = 2 for neox mode
-                Qcur = ggml_rope_custom(
-                    ctx0, Qcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Qcur = ggml_rope_ext(
+                    ctx0, Qcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, Kcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Kcur = ggml_rope_ext(
+                    ctx0, Kcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -8895,15 +9067,15 @@ struct llm_build_context {
                 Vcur = ggml_add(ctx0, Vcur, model.layers[il].bv);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -8911,7 +9083,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9009,15 +9181,15 @@ struct llm_build_context {
                 Vcur = ggml_add(ctx0, Vcur, model.layers[il].bv);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -9025,7 +9197,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9053,6 +9225,7 @@ struct llm_build_context {
                         model.layers[il].ffn_down_exps,
                         n_expert, n_expert_used,
                         LLM_FFN_SILU, false,
+                        false, 0.0,
                         cb, il);
             cb(cur, "ffn_moe_out", il);
 
@@ -9161,8 +9334,8 @@ struct llm_build_context {
                 Qcur = ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens);
                 Kcur = ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, Qcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Qcur = ggml_rope_ext(
+                    ctx0, Qcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
@@ -9172,15 +9345,15 @@ struct llm_build_context {
                 Qcur = ggml_scale(ctx0, Qcur, 1.0f/sqrtf(float(n_embd_head)));
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, Kcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Kcur = ggml_rope_ext(
+                    ctx0, Kcur, inp_pos, nullptr, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f, cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f, cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9249,6 +9422,9 @@ struct llm_build_context {
 
             // self-attention
             {
+                // rope freq factors for 128k context
+                struct ggml_tensor * rope_factors = build_rope_factors(il);
+
                 struct ggml_tensor* attn_norm_output = llm_build_norm(ctx0, inpL, hparams,
                     model.layers[il].attn_norm,
                     NULL,
@@ -9280,8 +9456,8 @@ struct llm_build_context {
                 Qcur = ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens);
                 Kcur = ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens);
 
-                Qcur = ggml_rope_custom(
-                    ctx0, Qcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Qcur = ggml_rope_ext(
+                    ctx0, Qcur, inp_pos, rope_factors, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
@@ -9289,15 +9465,15 @@ struct llm_build_context {
                 Qcur = ggml_scale(ctx0, Qcur, 1.0f / sqrtf(float(n_embd_head)));
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, Kcur, inp_pos, n_rot, rope_type, 0, n_orig_ctx,
+                Kcur = ggml_rope_ext(
+                    ctx0, Kcur, inp_pos, rope_factors, n_rot, rope_type, 0, n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f, cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f, cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9396,21 +9572,21 @@ struct llm_build_context {
                 struct ggml_tensor * Vcur = ggml_mul_mat(ctx0, model.layers[il].wv, cur);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                        ctx0, ggml_reshape_3d(ctx0, Qcur, n_rot, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                        ctx0, ggml_reshape_3d(ctx0, Qcur, n_rot, n_head,    n_tokens), inp_pos, nullptr,
                         n_embd_head, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                         ext_factor, attn_factor, beta_fast, beta_slow);
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                        ctx0, ggml_reshape_3d(ctx0, Kcur, n_rot, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                        ctx0, ggml_reshape_3d(ctx0, Kcur, n_rot, n_head_kv, n_tokens), inp_pos, nullptr,
                         n_embd_head, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                         ext_factor, attn_factor, beta_fast, beta_slow);
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
             struct ggml_tensor * sa_out = cur;
 
@@ -9513,7 +9689,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9604,15 +9780,15 @@ struct llm_build_context {
                 cb(tmpk, "tmpk", il);
                 cb(Vcur, "Vcur", il);
 
-                struct ggml_tensor * Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, tmpq, n_embd_head, n_head,    n_tokens), inp_pos,
+                struct ggml_tensor * Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, tmpq, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                struct ggml_tensor * Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, tmpk, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                struct ggml_tensor * Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, tmpk, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -9620,7 +9796,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9720,15 +9896,15 @@ struct llm_build_context {
                 //     cb(Vcur, "Vcur", il);
                 // }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -9736,7 +9912,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9837,15 +10013,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -9853,7 +10029,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -9967,15 +10143,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head,    n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -9983,7 +10159,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -10087,8 +10263,8 @@ struct llm_build_context {
                 struct ggml_tensor * Vcur = ggml_mul_mat(ctx0, model.layers[il].wv, cur);
                 cb(Vcur, "Vcur", il);
 
-                Qcur = ggml_rope_custom(
-                        ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head_k, n_head,    n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                        ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head_k, n_head,    n_tokens), inp_pos, nullptr,
                         n_embd_head_k, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                         ext_factor, attn_factor, beta_fast, beta_slow);
                 cb(Qcur, "Qcur", il);
@@ -10096,15 +10272,15 @@ struct llm_build_context {
                 Qcur = ggml_scale(ctx0, Qcur, 1.0f / sqrtf(float(n_embd_head_k)));
                 cb(Qcur, "Qcur_scaled", il);
 
-                Kcur = ggml_rope_custom(
-                        ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head_k, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                        ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head_k, n_head_kv, n_tokens), inp_pos, nullptr,
                         n_embd_head_k, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                         ext_factor, attn_factor, beta_fast, beta_slow);
                 cb(Kcur, "Kcur", il);
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, NULL,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f, cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f, cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -10207,15 +10383,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -10223,7 +10399,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -10497,15 +10673,15 @@ struct llm_build_context {
                     cb(Kcur, "Kcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -10513,7 +10689,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, model.layers[il].bo,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -10628,15 +10804,15 @@ struct llm_build_context {
                     cb(Vcur, "Vcur", il);
                 }
 
-                Qcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
                 cb(Qcur, "Qcur", il);
 
-                Kcur = ggml_rope_custom(
-                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
                     n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -10644,7 +10820,7 @@ struct llm_build_context {
 
                 cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
                         model.layers[il].wo, nullptr,
-                        Kcur, Vcur, Qcur, KQ_mask, nullptr, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
             }
 
             if (il == n_layer - 1) {
@@ -10700,6 +10876,508 @@ struct llm_build_context {
 
         return gf;
     }
+
+    struct ggml_cgraph * build_gptneox() {
+        struct ggml_cgraph * gf = ggml_new_graph_custom(ctx0, LLAMA_MAX_NODES, false);
+
+        const int64_t n_embd_head = hparams.n_embd_head_v;
+        const int64_t n_embd_gqa  = hparams.n_embd_v_gqa();
+        GGML_ASSERT(n_embd_head == hparams.n_embd_head_k);
+
+        struct ggml_tensor * cur;
+        struct ggml_tensor * inpL;
+
+        inpL = llm_build_inp_embd(ctx0, lctx, hparams, batch, model.tok_embd, cb);
+
+        // inp_pos - contains the positions
+        struct ggml_tensor * inp_pos = build_inp_pos();
+
+        // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
+        struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
+
+        for (int il = 0; il < n_layer; ++il) {
+            cur = llm_build_norm(ctx0, inpL, hparams,
+                    model.layers[il].attn_norm,
+                    model.layers[il].attn_norm_b,
+                    LLM_NORM, cb, il);
+            cb(cur, "attn_norm", il);
+
+            // self-attention
+            {
+                cur = ggml_mul_mat(ctx0, model.layers[il].wqkv, cur);
+                cb(cur, "wqkv", il);
+
+                cur = ggml_add(ctx0, cur, model.layers[il].bqkv);
+                cb(cur, "bqkv", il);
+
+                struct ggml_tensor * Qcur = ggml_cont(ctx0, ggml_view_2d(ctx0, cur, n_embd,     n_tokens, cur->nb[1], 0*sizeof(float)*(n_embd)));
+                struct ggml_tensor * Kcur = ggml_cont(ctx0, ggml_view_2d(ctx0, cur, n_embd_gqa, n_tokens, cur->nb[1], 1*sizeof(float)*(n_embd)));
+                struct ggml_tensor * Vcur = ggml_cont(ctx0, ggml_view_2d(ctx0, cur, n_embd_gqa, n_tokens, cur->nb[1], 1*sizeof(float)*(n_embd + n_embd_gqa)));
+
+                cb(Qcur, "Qcur", il);
+                cb(Kcur, "Kcur", il);
+                cb(Vcur, "Vcur", il);
+
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor, beta_fast, beta_slow
+                );
+                cb(Qcur, "Qcur", il);
+
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor, beta_fast, beta_slow
+                );
+                cb(Kcur, "Kcur", il);
+
+                cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
+                        model.layers[il].wo, model.layers[il].bo,
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+            }
+
+            if (il == n_layer - 1) {
+                // skip computing output for unused tokens
+                struct ggml_tensor * inp_out_ids = build_inp_out_ids();
+                cur  = ggml_get_rows(ctx0,  cur, inp_out_ids);
+                inpL = ggml_get_rows(ctx0, inpL, inp_out_ids);
+            }
+
+            // ffn
+            if (hparams.use_par_res) {
+                // attention and ffn are computed in parallel
+                // x = x + attn(ln1(x)) + ffn(ln2(x))
+
+                struct ggml_tensor * attn_out = cur;
+
+                cur = llm_build_norm(ctx0, inpL, hparams,
+                        model.layers[il].ffn_norm,
+                        model.layers[il].ffn_norm_b,
+                        LLM_NORM, cb, il);
+                cb(cur, "ffn_norm", il);
+
+                cur = llm_build_ffn(ctx0, cur,
+                        model.layers[il].ffn_up,   model.layers[il].ffn_up_b,
+                        NULL,                      NULL,
+                        model.layers[il].ffn_down, model.layers[il].ffn_down_b,
+                        NULL,
+                        LLM_FFN_GELU, LLM_FFN_SEQ, cb, il);
+                cb(cur, "ffn_out", il);
+
+                cur = ggml_add(ctx0, cur, inpL);
+                cb(cur, "ffn_out", il);
+
+                inpL = ggml_add(ctx0, cur, attn_out);
+                cb(inpL, "l_out", il);
+            } else {
+                // attention and ffn are computed sequentially
+                // x = x + attn(ln1(x))
+                // x = x + ffn(ln2(x))
+
+                struct ggml_tensor * ffn_inp = ggml_add(ctx0, cur, inpL);
+                cb(ffn_inp, "ffn_inp", il);
+
+                cur = llm_build_norm(ctx0, ffn_inp, hparams,
+                        model.layers[il].ffn_norm,
+                        model.layers[il].ffn_norm_b,
+                        LLM_NORM, cb, il);
+                cb(cur, "ffn_norm", il);
+
+                cur = llm_build_ffn(ctx0, cur,
+                        model.layers[il].ffn_up,   model.layers[il].ffn_up_b,
+                        NULL,                      NULL,
+                        model.layers[il].ffn_down, model.layers[il].ffn_down_b,
+                        NULL,
+                        LLM_FFN_GELU, LLM_FFN_SEQ, cb, il);
+                cb(cur, "ffn_out", il);
+
+                inpL = ggml_add(ctx0, cur, ffn_inp);
+                cb(inpL, "l_out", il);
+            }
+        }
+
+        cur = llm_build_norm(ctx0, inpL, hparams,
+                model.output_norm,
+                model.output_norm_b,
+                LLM_NORM, cb, -1);
+        cb(cur, "result_norm", -1);
+
+        cur = ggml_mul_mat(ctx0, model.output, cur);
+        cb(cur, "result_output", -1);
+
+        ggml_build_forward_expand(gf, cur);
+
+        return gf;
+    }
+
+    struct ggml_cgraph * build_arctic() {
+        struct ggml_cgraph * gf = ggml_new_graph_custom(ctx0, LLAMA_MAX_NODES, false);
+
+        // mutable variable, needed during the last layer of the computation to skip unused tokens
+        int32_t n_tokens = this->n_tokens;
+
+        const int64_t n_embd_head = hparams.n_embd_head_v;
+        GGML_ASSERT(n_embd_head == hparams.n_embd_head_k);
+        GGML_ASSERT(n_embd_head == hparams.n_rot);
+
+        struct ggml_tensor * cur;
+        struct ggml_tensor * inpL;
+
+        inpL = llm_build_inp_embd(ctx0, lctx, hparams, batch, model.tok_embd, cb);
+
+        // inp_pos - contains the positions
+        struct ggml_tensor * inp_pos = build_inp_pos();
+
+        // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
+        struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
+
+        for (int il = 0; il < n_layer; ++il) {
+            struct ggml_tensor * inpSA = inpL;
+
+            // norm
+            cur = llm_build_norm(ctx0, inpL, hparams,
+                    model.layers[il].attn_norm, NULL,
+                    LLM_NORM_RMS, cb, il);
+            cb(cur, "attn_norm", il);
+
+            // self-attention
+            {
+                // compute Q and K and RoPE them
+                struct ggml_tensor * Qcur = ggml_mul_mat(ctx0, model.layers[il].wq, cur);
+                cb(Qcur, "Qcur", il);
+
+                struct ggml_tensor * Kcur = ggml_mul_mat(ctx0, model.layers[il].wk, cur);
+                cb(Kcur, "Kcur", il);
+
+                struct ggml_tensor * Vcur = ggml_mul_mat(ctx0, model.layers[il].wv, cur);
+                cb(Vcur, "Vcur", il);
+
+                Qcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Qcur, n_embd_head, n_head, n_tokens), inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor, beta_fast, beta_slow
+                );
+                cb(Qcur, "Qcur", il);
+
+                Kcur = ggml_rope_ext(
+                    ctx0, ggml_reshape_3d(ctx0, Kcur, n_embd_head, n_head_kv, n_tokens), inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor, beta_fast, beta_slow
+                );
+                cb(Kcur, "Kcur", il);
+
+                cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
+                        model.layers[il].wo, NULL,
+                        Kcur, Vcur, Qcur, KQ_mask, n_tokens, kv_head, n_kv, 1.0f/sqrtf(float(n_embd_head)), cb, il);
+            }
+
+            if (il == n_layer - 1) {
+                // skip computing output for unused tokens
+                struct ggml_tensor * inp_out_ids = build_inp_out_ids();
+                n_tokens = n_outputs;
+                cur   = ggml_get_rows(ctx0,   cur, inp_out_ids);
+                inpSA = ggml_get_rows(ctx0, inpSA, inp_out_ids);
+            }
+
+            struct ggml_tensor * ffn_inp = ggml_add(ctx0, cur, inpSA);
+            cb(ffn_inp, "ffn_inp", il);
+
+            // feed-forward network
+            cur = llm_build_norm(ctx0, ffn_inp, hparams,
+                    model.layers[il].ffn_norm, NULL,
+                    LLM_NORM_RMS, cb, il);
+            cb(cur, "ffn_norm", il);
+
+            cur = llm_build_ffn(ctx0, cur,
+                    model.layers[il].ffn_up,   NULL,
+                    model.layers[il].ffn_gate, NULL,
+                    model.layers[il].ffn_down, NULL,
+                    NULL,
+                    LLM_FFN_SILU, LLM_FFN_PAR, cb, il);
+            cb(cur, "ffn_out", il);
+
+            struct ggml_tensor * ffn_out = ggml_add(ctx0, cur, ffn_inp);
+            cb(ffn_out, "ffn_out", il);
+
+            // MoE
+            cur = llm_build_norm(ctx0, inpSA, hparams,
+                    model.layers[il].ffn_norm_exps, NULL,
+                    LLM_NORM_RMS, cb, il);
+            cb(cur, "ffn_norm_exps", il);
+
+            cur = llm_build_moe_ffn(ctx0, cur,
+                    model.layers[il].ffn_gate_inp,
+                    model.layers[il].ffn_up_exps,
+                    model.layers[il].ffn_gate_exps,
+                    model.layers[il].ffn_down_exps,
+                    n_expert, n_expert_used,
+                    LLM_FFN_SILU, true,
+                    false, 0.0,
+                    cb, il);
+            cb(cur, "ffn_moe_out", il);
+
+            cur = ggml_add(ctx0, cur, ffn_out);
+            cb(cur, "ffn_out", il);
+
+            ggml_tensor * layer_dir = lctx.cvec.tensor_for(il);
+            if (layer_dir != nullptr) {
+                cur = ggml_add(ctx0, cur, layer_dir);
+            }
+            cb(cur, "l_out", il);
+
+            // input for next layer
+            inpL = cur;
+        }
+
+        cur = inpL;
+
+        cur = llm_build_norm(ctx0, cur, hparams,
+                model.output_norm, NULL,
+                LLM_NORM_RMS, cb, -1);
+        cb(cur, "result_norm", -1);
+
+        // lm_head
+        cur = ggml_mul_mat(ctx0, model.output, cur);
+        cb(cur, "result_output", -1);
+
+        ggml_build_forward_expand(gf, cur);
+
+        return gf;
+    }
+
+    struct ggml_cgraph * build_deepseek2() {
+        struct ggml_cgraph * gf = ggml_new_graph_custom(ctx0, LLAMA_MAX_NODES, false);
+
+        // mutable variable, needed during the last layer of the computation to skip unused tokens
+        int32_t n_tokens = this->n_tokens;
+
+        bool is_lite = (hparams.n_layer == 27);
+
+        // We have to pre-scale kq_scale and attn_factor to make the YaRN RoPE work correctly.
+        // See https://github.com/ggerganov/llama.cpp/discussions/7416 for detailed explanation.
+        const float mscale = attn_factor * (1.0f + hparams.rope_yarn_log_mul * logf(1.0f / freq_scale));
+        const float kq_scale = 1.0f*mscale*mscale/sqrtf(float(hparams.n_embd_head_k));
+        const float attn_factor_scaled = 1.0f / (1.0f + 0.1f * logf(1.0f / freq_scale));
+
+        const uint32_t n_embd_head_qk_rope = hparams.n_rot;
+        const uint32_t n_embd_head_qk_nope = hparams.n_embd_head_k - hparams.n_rot;
+        const uint32_t kv_lora_rank = hparams.n_lora_kv;
+
+        struct ggml_tensor * cur;
+        struct ggml_tensor * inpL;
+
+        // {n_embd, n_tokens}
+        inpL = llm_build_inp_embd(ctx0, lctx, hparams, batch, model.tok_embd, cb);
+
+        // inp_pos - contains the positions
+        struct ggml_tensor * inp_pos = build_inp_pos();
+
+        // KQ_mask (mask for 1 head, it will be broadcasted to all heads)
+        struct ggml_tensor * KQ_mask = build_inp_KQ_mask();
+
+        for (int il = 0; il < n_layer; ++il) {
+            struct ggml_tensor * inpSA = inpL;
+
+            // norm
+            cur = llm_build_norm(ctx0, inpL, hparams,
+                    model.layers[il].attn_norm, NULL,
+                    LLM_NORM_RMS, cb, il);
+            cb(cur, "attn_norm", il);
+
+            // self_attention
+            {
+                struct ggml_tensor * q = NULL;
+                if (!is_lite) {
+                    // {n_embd, q_lora_rank} * {n_embd, n_tokens} -> {q_lora_rank, n_tokens}
+                    q = ggml_mul_mat(ctx0, model.layers[il].wq_a, cur);
+                    cb(q, "q", il);
+
+                    q = llm_build_norm(ctx0, q, hparams,
+                            model.layers[il].attn_q_a_norm, NULL,
+                            LLM_NORM_RMS, cb, il);
+                    cb(q, "q", il);
+
+                    // {q_lora_rank, n_head * hparams.n_embd_head_k} * {q_lora_rank, n_tokens} -> {n_head * hparams.n_embd_head_k, n_tokens}
+                    q = ggml_mul_mat(ctx0, model.layers[il].wq_b, q);
+                    cb(q, "q", il);
+                } else {
+                    q = ggml_mul_mat(ctx0, model.layers[il].wq, cur);
+                    cb(q, "q", il);
+                }
+
+                // split into {n_head * n_embd_head_qk_nope, n_tokens}
+                struct ggml_tensor * q_nope = ggml_view_3d(ctx0, q, n_embd_head_qk_nope, n_head, n_tokens,
+                        ggml_row_size(q->type, hparams.n_embd_head_k),
+                        ggml_row_size(q->type, hparams.n_embd_head_k * n_head),
+                        0);
+                cb(q_nope, "q_nope", il);
+
+                // and {n_head * n_embd_head_qk_rope, n_tokens}
+                struct ggml_tensor * q_pe = ggml_view_3d(ctx0, q, n_embd_head_qk_rope, n_head, n_tokens,
+                        ggml_row_size(q->type, hparams.n_embd_head_k),
+                        ggml_row_size(q->type, hparams.n_embd_head_k * n_head),
+                        ggml_row_size(q->type, n_embd_head_qk_nope));
+                cb(q_pe, "q_pe", il);
+
+                // {n_embd, kv_lora_rank + n_embd_head_qk_rope} * {n_embd, n_tokens} -> {kv_lora_rank + n_embd_head_qk_rope, n_tokens}
+                struct ggml_tensor * kv_pe_compresseed = ggml_mul_mat(ctx0, model.layers[il].wkv_a_mqa, cur);
+                cb(kv_pe_compresseed, "kv_pe_compresseed", il);
+
+                // split into {kv_lora_rank, n_tokens}
+                struct ggml_tensor * kv_compressed = ggml_view_2d(ctx0, kv_pe_compresseed, kv_lora_rank, n_tokens,
+                        kv_pe_compresseed->nb[1],
+                        0);
+                cb(kv_compressed, "kv_compressed", il);
+
+                // and {n_embd_head_qk_rope, n_tokens}
+                struct ggml_tensor * k_pe = ggml_view_3d(ctx0, kv_pe_compresseed, n_embd_head_qk_rope, 1, n_tokens,
+                        kv_pe_compresseed->nb[1],
+                        kv_pe_compresseed->nb[1],
+                        ggml_row_size(kv_pe_compresseed->type, kv_lora_rank));
+                cb(k_pe, "k_pe", il);
+
+                kv_compressed = ggml_cont(ctx0, kv_compressed); // TODO: the CUDA backend does not support non-contiguous norm
+                kv_compressed = llm_build_norm(ctx0, kv_compressed, hparams,
+                        model.layers[il].attn_kv_a_norm, NULL,
+                        LLM_NORM_RMS, cb, il);
+                cb(kv_compressed, "kv_compressed", il);
+
+                // {kv_lora_rank, n_head * (n_embd_head_qk_nope + n_embd_head_v)} * {kv_lora_rank, n_tokens} -> {n_head * (n_embd_head_qk_nope + n_embd_head_v), n_tokens}
+                struct ggml_tensor * kv = ggml_mul_mat(ctx0, model.layers[il].wkv_b, kv_compressed);
+                cb(kv, "kv", il);
+
+                // split into {n_head * n_embd_head_qk_nope, n_tokens}
+                struct ggml_tensor * k_nope = ggml_view_3d(ctx0, kv, n_embd_head_qk_nope, n_head, n_tokens,
+                        ggml_row_size(kv->type, n_embd_head_qk_nope + hparams.n_embd_head_v),
+                        ggml_row_size(kv->type, n_head * (n_embd_head_qk_nope + hparams.n_embd_head_v)),
+                        0);
+                cb(k_nope, "k_nope", il);
+
+                // and {n_head * n_embd_head_v, n_tokens}
+                struct ggml_tensor * v_states = ggml_view_3d(ctx0, kv, hparams.n_embd_head_v, n_head, n_tokens,
+                        ggml_row_size(kv->type, (n_embd_head_qk_nope + hparams.n_embd_head_v)),
+                        ggml_row_size(kv->type, (n_embd_head_qk_nope + hparams.n_embd_head_v)*n_head),
+                        ggml_row_size(kv->type, (n_embd_head_qk_nope)));
+                cb(v_states, "v_states", il);
+
+                v_states = ggml_cont(ctx0, v_states);
+                cb(v_states, "v_states", il);
+
+                v_states = ggml_view_2d(ctx0, v_states, hparams.n_embd_head_v * n_head, n_tokens,
+                    ggml_row_size(kv->type, hparams.n_embd_head_v * n_head),
+                    0);
+                cb(v_states, "v_states", il);
+
+                q_pe = ggml_cont(ctx0, q_pe); // TODO: the CUDA backend does not support non-contiguous RoPE
+                q_pe = ggml_rope_ext(
+                    ctx0, q_pe, inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor_scaled, beta_fast, beta_slow
+                );
+                cb(q_pe, "q_pe", il);
+
+                // shared RoPE key
+                k_pe = ggml_cont(ctx0, k_pe); // TODO: the CUDA backend does not support non-contiguous RoPE
+                k_pe = ggml_rope_ext(
+                    ctx0, k_pe, inp_pos, nullptr,
+                    n_rot, rope_type, 0, n_orig_ctx, freq_base, freq_scale,
+                    ext_factor, attn_factor_scaled, beta_fast, beta_slow
+                );
+                cb(k_pe, "k_pe", il);
+
+                struct ggml_tensor * q_states = ggml_concat(ctx0, q_nope, q_pe, 0);
+                cb(q_states, "q_states", il);
+
+                struct ggml_tensor * k_states = ggml_concat(ctx0, k_nope, ggml_repeat(ctx0, k_pe, q_pe), 0);
+                cb(k_states, "k_states", il);
+
+                cur = llm_build_kv(ctx0, model, hparams, cparams, kv_self, gf,
+                        model.layers[il].wo, NULL,
+                        k_states, v_states, q_states, KQ_mask, n_tokens, kv_head, n_kv, kq_scale, cb, il);
+            }
+
+            if (il == n_layer - 1) {
+                // skip computing output for unused tokens
+                struct ggml_tensor * inp_out_ids = build_inp_out_ids();
+                n_tokens = n_outputs;
+                cur   = ggml_get_rows(ctx0,   cur, inp_out_ids);
+                inpSA = ggml_get_rows(ctx0, inpSA, inp_out_ids);
+            }
+
+            struct ggml_tensor * ffn_inp = ggml_add(ctx0, cur, inpSA);
+            cb(ffn_inp, "ffn_inp", il);
+
+            if ((uint32_t) il < hparams.n_layer_dense_lead) {
+                cur = llm_build_norm(ctx0, ffn_inp, hparams,
+                        model.layers[il].ffn_norm, NULL,
+                        LLM_NORM_RMS, cb, il);
+                cb(cur, "ffn_norm", il);
+
+                cur = llm_build_ffn(ctx0, cur,
+                        model.layers[il].ffn_up,   NULL,
+                        model.layers[il].ffn_gate, NULL,
+                        model.layers[il].ffn_down, NULL,
+                        NULL,
+                        LLM_FFN_SILU, LLM_FFN_PAR, cb, il);
+                cb(cur, "ffn_out", il);
+            } else {
+                // MoE branch
+                cur = llm_build_norm(ctx0, ffn_inp, hparams,
+                        model.layers[il].ffn_norm, NULL,
+                        LLM_NORM_RMS, cb, il);
+                cb(cur, "ffn_norm", il);
+
+                ggml_tensor * moe_out =
+                        llm_build_moe_ffn(ctx0, cur,
+                            model.layers[il].ffn_gate_inp,
+                            model.layers[il].ffn_up_exps,
+                            model.layers[il].ffn_gate_exps,
+                            model.layers[il].ffn_down_exps,
+                            n_expert, n_expert_used,
+                            LLM_FFN_SILU, false,
+                            true, hparams.expert_weights_scale,
+                            cb, il);
+                cb(moe_out, "ffn_moe_out", il);
+
+                // FFN shared expert
+                {
+                    ggml_tensor * ffn_shexp = llm_build_ffn(ctx0, cur,
+                            model.layers[il].ffn_up_shexp,   NULL,
+                            model.layers[il].ffn_gate_shexp, NULL,
+                            model.layers[il].ffn_down_shexp, NULL,
+                            NULL,
+                            LLM_FFN_SILU, LLM_FFN_PAR, cb, il);
+                    cb(ffn_shexp, "ffn_shexp", il);
+
+                    cur = ggml_add(ctx0, moe_out, ffn_shexp);
+                    cb(cur, "ffn_out", il);
+                }
+            }
+
+            cur = ggml_add(ctx0, cur, ffn_inp);
+            cb(cur, "l_out", il);
+
+            // input for next layer
+            inpL = cur;
+        }
+
+        cur = inpL;
+
+        cur = llm_build_norm(ctx0, cur, hparams,
+                model.output_norm, NULL,
+                LLM_NORM_RMS, cb, -1);
+        cb(cur, "result_norm", -1);
+
+        // lm_head
+        cur = ggml_mul_mat(ctx0, model.output, cur);
+        cb(cur, "result_output", -1);
+
+        ggml_build_forward_expand(gf, cur);
+
+        return gf;
+    }
+
 };
 
 static struct ggml_cgraph * llama_build_graph_defrag(llama_context & lctx, const std::vector<uint32_t> & ids) {
@@ -10816,15 +11494,12 @@ static struct ggml_cgraph * llama_build_graph(
             {
                 result = llm.build_starcoder();
             } break;
-        case LLM_ARCH_PERSIMMON:
-            {
-                result = llm.build_persimmon();
-            } break;
         case LLM_ARCH_REFACT:
             {
                 result = llm.build_refact();
             } break;
         case LLM_ARCH_BERT:
+        case LLM_ARCH_JINA_BERT_V2:
         case LLM_ARCH_NOMIC_BERT:
             {
                 result = llm.build_bert();
@@ -10913,6 +11588,18 @@ static struct ggml_cgraph * llama_build_graph(
             {
                 result = llm.build_olmo();
             } break;
+        case LLM_ARCH_GPTNEOX:
+            {
+                result = llm.build_gptneox();
+            } break;
+        case LLM_ARCH_ARCTIC:
+            {
+                result = llm.build_arctic();
+            } break;
+        case LLM_ARCH_DEEPSEEK2:
+            {
+                result = llm.build_deepseek2();
+            } break;
         default:
             GGML_ASSERT(false);
     }
@@ -11032,11 +11719,21 @@ static void llama_set_inputs(llama_context & lctx, const llama_batch & batch) {
                         if (!lctx.kv_self.cells[i].has_seq_id(seq_id) || lctx.kv_self.cells[i].pos > pos) {
                             f = -INFINITY;
                         } else {
-                            f = 0.0f;
+                            if (hparams.use_alibi) {
+                                f = -fabs(lctx.kv_self.cells[i].pos - pos);
+                            } else {
+                                f = 0.0f;
+                            }
                         }
                         data[h*(n_kv*n_tokens) + j*n_kv + i] = f;
                     }
                 }
+
+                for (int i = n_tokens; i < GGML_PAD(n_tokens, GGML_KQ_MASK_PAD); ++i) {
+                    for (int j = 0; j < n_kv; ++j) {
+                        data[h*(n_kv*n_tokens) + i*n_kv + j] = -INFINITY;
+                    }
+                }
             }
         } else {
             // when using kv cache, the mask needs to match the kv cache size
@@ -11055,7 +11752,11 @@ static void llama_set_inputs(llama_context & lctx, const llama_batch & batch) {
                         float f = -INFINITY;
                         for (int s = 0; s < batch.n_seq_id[i]; ++s) {
                             if (batch.seq_id[i][s] == seq_id) {
-                                f = 0.0f;
+                                if (hparams.use_alibi) {
+                                    f = -fabs(batch.pos[i] - batch.pos[j]);
+                                } else {
+                                    f = 0.0f;
+                                }
                                 break;
                             }
                         }
@@ -11071,21 +11772,6 @@ static void llama_set_inputs(llama_context & lctx, const llama_batch & batch) {
         }
     }
 
-    // ALiBi requires the KQ_pos tensor to provide the sequence position of each token in the batch
-    // this allows to process multiple sequences in parallel with ALiBi-based models
-    if (hparams.use_alibi) {
-        const int64_t n_kv = kv_self.n;
-
-        GGML_ASSERT(lctx.inp_KQ_pos);
-        GGML_ASSERT(ggml_backend_buffer_is_host(lctx.inp_KQ_pos->buffer));
-
-        float * data = (float *) lctx.inp_KQ_pos->data;
-
-        for (int i = 0; i < n_kv; ++i) {
-            data[i] = float(lctx.kv_self.cells[i].pos);
-        }
-    }
-
     if (cparams.pooling_type == LLAMA_POOLING_TYPE_MEAN) {
         const int64_t n_tokens = batch.n_tokens;
 
@@ -11259,11 +11945,6 @@ static void llama_graph_compute(
         llama_context & lctx,
           ggml_cgraph * gf,
                   int   n_threads) {
-#ifdef GGML_USE_MPI
-    const int64_t n_layer = lctx.model.hparams.n_layer;
-    ggml_mpi_graph_compute_pre(lctx.ctx_mpi, gf, n_layer);
-#endif
-
 #ifdef GGML_USE_METAL
     if (ggml_backend_is_metal(lctx.backend_metal)) {
         ggml_backend_metal_set_n_cb(lctx.backend_metal, n_threads);
@@ -11278,10 +11959,6 @@ static void llama_graph_compute(
     ggml_backend_sched_graph_compute_async(lctx.sched, gf);
 
     // fprintf(stderr, "splits: %d\n", ggml_backend_sched_get_n_splits(lctx.sched));
-
-#ifdef GGML_USE_MPI
-    ggml_mpi_graph_compute_post(lctx.ctx_mpi, gf, n_layer);
-#endif
 }
 
 // decode a batch of tokens by evaluating the transformer
@@ -11319,12 +11996,6 @@ static int llama_decode_internal(
     }
     lctx.n_queued_tokens += n_tokens_all;
 
-#ifdef GGML_USE_MPI
-    // TODO: needs fix after #3228
-    GGML_ASSERT(false && "not implemented");
-    //ggml_mpi_eval_init(lctx.ctx_mpi, &n_tokens, &n_past, &n_threads);
-#endif
-
     auto & kv_self = lctx.kv_self;
 
     const int64_t n_embd  = hparams.n_embd;
@@ -11455,7 +12126,8 @@ static int llama_decode_internal(
                 // a heuristic, to avoid attending the full cache if it is not yet utilized
                 // after enough generations, the benefit from this heuristic disappears
                 // if we start defragmenting the cache, the benefit from this will be more important
-                kv_self.n = std::min(kv_self.size, std::max(256u, GGML_PAD(llama_kv_cache_cell_max(kv_self), 256)));
+                const uint32_t pad = llama_kv_cache_get_padding(cparams);
+                kv_self.n = std::min(kv_self.size, std::max(pad, GGML_PAD(llama_kv_cache_cell_max(kv_self), pad)));
                 //kv_self.n = llama_kv_cache_cell_max(kv_self);
             }
         }
@@ -12200,13 +12872,14 @@ struct llm_tokenizer_bpe {
 
     void tokenize(const std::string & text, std::vector<llama_vocab::id> & output) {
         int final_prev_index = -1;
+        bool ignore_merges = false;
 
         std::vector<std::string> word_collection;
         switch (vocab.type) {
             case LLAMA_VOCAB_TYPE_BPE:
                 switch (vocab.type_pre) {
                     case LLAMA_VOCAB_PRE_TYPE_LLAMA3:
-                    case LLAMA_VOCAB_PRE_TYPE_DBRX:
+                        ignore_merges = true;
                         word_collection = unicode_regex_split(text, {
                             // original regex from tokenizer.json
                             //"(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
@@ -12215,6 +12888,13 @@ struct llm_tokenizer_bpe {
                             "(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
                         });
                         break;
+                    case LLAMA_VOCAB_PRE_TYPE_DBRX:
+                    case LLAMA_VOCAB_PRE_TYPE_SMAUG:
+                        word_collection = unicode_regex_split(text, {
+                            // same as llama3
+                            "(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
+                        });
+                        break;
                     case LLAMA_VOCAB_PRE_TYPE_DEEPSEEK_LLM:
                         word_collection = unicode_regex_split(text, {
                             "[\r\n]",
@@ -12266,6 +12946,7 @@ struct llm_tokenizer_bpe {
                             "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)",
                         });
                         break;
+                    case LLAMA_VOCAB_PRE_TYPE_STABLELM2:
                     case LLAMA_VOCAB_PRE_TYPE_QWEN2:
                         word_collection = unicode_regex_split(text, {
                             // original regex from tokenizer.json
@@ -12298,6 +12979,11 @@ struct llm_tokenizer_bpe {
             int index = 0;
             size_t offset = 0;
 
+            if (ignore_merges && vocab.token_to_id.find(word) != vocab.token_to_id.end()) {
+                symbols.emplace_back(llm_symbol{-1, -1, word.c_str(), word.size()});
+                offset = word.size();
+            }
+
             while (offset < word.size()) {
                 llm_symbol sym;
                 size_t char_len = std::min(word.size() - offset, (size_t) ::utf8_len(word[offset]));
@@ -12426,7 +13112,7 @@ struct llm_tokenizer_wpm {
     llm_tokenizer_wpm(const llama_vocab & vocab): vocab(vocab) {}
 
     void tokenize(const std::string & text, std::vector<llama_vocab::id> & output) {
-        auto * token_map = &vocab.token_to_id;
+        const auto & token_map = vocab.token_to_id;
 
         // normalize and split by whitespace
         std::vector<std::string> words = preprocess(text);
@@ -12441,108 +13127,89 @@ struct llm_tokenizer_wpm {
             }
 
             // prepend phantom space
-            std::string word1 = "\xe2\x96\x81" + word;
-            int n = word1.size();
+            const std::string word1 = "\xe2\x96\x81" + word;
+            const int n = word1.size();
+
+            const size_t current_tokens = output.size();
 
             // we're at the start of a new word
-            int i = 0;
-            bool match_any = false;
-
             // move through character position in word
-            while (i < n) {
+            for (int i = 0; i < n; ++i) {
                 // loop through possible match length
                 bool match = false;
                 for (int j = n; j > i; j--) {
-                    auto it = token_map->find(word1.substr(i, j - i));
-                    if (it != token_map->end()) {
+                    auto it = token_map.find(word1.substr(i, j - i));
+                    if (it != token_map.end()) {
                         output.push_back(it->second);
                         match = true;
-                        match_any = true;
-                        i = j;
+                        i = j - 1;
                         break;
                     }
                 }
 
-                // must be an unknown character
-                if (!match) {
-                    i++;
+                if (!match) { // discard all
+                    output.resize(current_tokens);
+                    break;  // and discard next tokens
                 }
             }
 
             // we didn't find any matches for this word
-            if (!match_any) {
+            if (current_tokens == output.size()) {
                 output.push_back(vocab.special_unk_id);
             }
         }
     }
 
     std::vector<std::string> preprocess(const std::string & text) {
-        std::vector<uint32_t> cpts_nfd = unicode_cpts_normalize_nfd(unicode_cpts_from_utf8(text));
+        const std::vector<uint32_t> cpts_nfd = unicode_cpts_normalize_nfd(unicode_cpts_from_utf8(text));
+        std::vector<std::string> words(1, "");
 
-        // strip accents, strip control, uniformize whitespace,
-        // to lowercase, pad chinese characters, pad punctuation
-        std::string new_str = "";
-        for (uint32_t code : cpts_nfd) {
-            int type = unicode_cpt_type(code);
-            if (type == CODEPOINT_TYPE_ACCENT_MARK || type == CODEPOINT_TYPE_CONTROL) {
+        for (const char32_t cpt : cpts_nfd) {
+            const auto flags = unicode_cpt_flags(cpt);
+
+            if (flags.is_whitespace) {
+                if (words.back().size()) {  // finish previous word if any
+                    words.emplace_back();
+                }
                 continue;
             }
-            code = unicode_tolower(code);
-            if (type == CODEPOINT_TYPE_WHITESPACE) {
-                code = ' ';
+
+            assert (!flags.is_separator);
+            if (cpt == 0 || cpt == 0xFFFD || flags.is_control) {
+                continue;
             }
-            std::string s = unicode_cpt_to_utf8(code);
-            if (type == CODEPOINT_TYPE_PUNCTUATION || is_ascii_punct(code) || is_chinese_char(code)) {
-                new_str += " ";
-                new_str += s;
-                new_str += " ";
+
+            const std::string s = unicode_cpt_to_utf8(unicode_tolower(cpt));
+            if (flags.is_punctuation || ( cpt < 0x7F && flags.is_symbol ) || is_chinese_char(cpt)) {
+                if (words.back().size()) {  // finish previous word if any
+                    words.emplace_back();
+                }
+                words.back() = s;       // single char word
+                words.emplace_back();   // start a new word
             } else {
-                new_str += s;
+                words.back() += s;  // append char to word
             }
         }
 
-        // split by whitespace
-        uint64_t l = 0;
-        uint64_t r = 0;
-        std::vector<std::string> words;
-        while (r < new_str.size()) {
-            // if is whitespace
-            if (isspace(new_str[r], std::locale::classic())) {
-                if (r > l) words.push_back(new_str.substr(l, (r - l)));
-                l = r + 1;
-                r = l;
-            } else {
-                r += 1;
-            }
-        }
-        if (r > l) {
-            words.push_back(new_str.substr(l, (r - l)));
+        if (!words.back().size()) {
+            words.pop_back();
         }
+
         return words;
     }
 
-    bool is_ascii_punct(uint32_t code) {
-        if (code > 0xFF) {
-            return false;
-        }
-        auto c = char(static_cast<unsigned char>(code));
-        return ispunct(c, std::locale::classic());
-    }
-
-    bool is_chinese_char(uint32_t cpt) {
-        if ((cpt >= 0x4E00  && cpt <= 0x9FFF)  ||
-            (cpt >= 0x3400  && cpt <= 0x4DBF)  ||
+    static bool is_chinese_char(uint32_t cpt) {
+        return
+            (cpt >= 0x04E00 && cpt <= 0x09FFF) ||
+            (cpt >= 0x03400 && cpt <= 0x04DBF) ||
             (cpt >= 0x20000 && cpt <= 0x2A6DF) ||
             (cpt >= 0x2A700 && cpt <= 0x2B73F) ||
             (cpt >= 0x2B740 && cpt <= 0x2B81F) ||
             (cpt >= 0x2B920 && cpt <= 0x2CEAF) || // this should be 0x2B820 but in hf rust code it is 0x2B920
-            (cpt >= 0xF900  && cpt <= 0xFAFF)  ||
-            (cpt >= 0x2F800 && cpt <= 0x2FA1F) ||
-            (cpt >= 0x3000  && cpt <= 0x303F)  ||
-            (cpt >= 0xFF00  && cpt <= 0xFFEF)) {
-            return true; // NOLINT
-        }
-        return false;
+            (cpt >= 0x0F900 && cpt <= 0x0FAFF) ||
+            (cpt >= 0x2F800 && cpt <= 0x2FA1F);
+            //(cpt >= 0x3000  && cpt <= 0x303F)  ||
+            //(cpt >= 0xFF00  && cpt <= 0xFFEF);
     }
 
     const llama_vocab & vocab;
@@ -12586,9 +13253,8 @@ struct fragment_buffer_variant {
 
 static void tokenizer_st_partition(const llama_vocab & vocab, std::forward_list<fragment_buffer_variant> & buffer) {
     // for each special token
-    for (const auto & st: vocab.special_tokens_cache) {
-        const auto & special_token = st.first;
-        const auto & special_id    = st.second;
+    for (const llama_vocab::id special_id : vocab.cache_special_tokens) {
+        const auto & special_token = vocab.id_to_token[special_id].text;
 
         // for each text fragment
         std::forward_list<fragment_buffer_variant>::iterator it = buffer.begin();
@@ -12597,7 +13263,7 @@ static void tokenizer_st_partition(const llama_vocab & vocab, std::forward_list<
 
             // if a fragment is text ( not yet processed )
             if (fragment.type == FRAGMENT_BUFFER_VARIANT_TYPE_RAW_TEXT) {
-                auto * raw_text = &(fragment.raw_text);
+                auto & raw_text = fragment.raw_text;
 
                 auto raw_text_base_offset = fragment.offset;
                 auto raw_text_base_length = fragment.length;
@@ -12607,7 +13273,7 @@ static void tokenizer_st_partition(const llama_vocab & vocab, std::forward_list<
                     // find the first occurrence of a given special token in this fragment
                     //  passing offset argument only limit the "search area" but match coordinates
                     //  are still relative to the source full raw_text
-                    auto match = raw_text->find(special_token, raw_text_base_offset);
+                    auto match = raw_text.find(special_token, raw_text_base_offset);
 
                     // no occurrences found, stop processing this fragment for a given special token
                     if (match == std::string::npos) break;
@@ -12626,7 +13292,7 @@ static void tokenizer_st_partition(const llama_vocab & vocab, std::forward_list<
                         // left
                         const int64_t left_reminder_offset = raw_text_base_offset + 0;
                         const int64_t left_reminder_length = match - raw_text_base_offset;
-                        buffer.emplace_after(it, (*raw_text), left_reminder_offset, left_reminder_length);
+                        buffer.emplace_after(it, raw_text, left_reminder_offset, left_reminder_length);
 
 #ifdef PRETOKENIZERDEBUG
                         LLAMA_LOG_WARN("FL: (%ld %ld) '%s'\n", left_reminder_offset, left_reminder_length, raw_text->substr(left_reminder_offset, left_reminder_length).c_str());
@@ -12642,7 +13308,7 @@ static void tokenizer_st_partition(const llama_vocab & vocab, std::forward_list<
                     if (match + special_token.length() < raw_text_base_offset + raw_text_base_length) {
                         const int64_t right_reminder_offset = match + special_token.length();
                         const int64_t right_reminder_length = raw_text_base_length - ((match - raw_text_base_offset) + special_token.length());
-                        buffer.emplace_after(it, (*raw_text), right_reminder_offset, right_reminder_length);
+                        buffer.emplace_after(it, raw_text, right_reminder_offset, right_reminder_length);
 
 #ifdef PRETOKENIZERDEBUG
                         LLAMA_LOG_WARN("FR: (%ld %ld) '%s'\n", right_reminder_offset, right_reminder_length, raw_text->substr(right_reminder_offset, right_reminder_length).c_str());
@@ -12695,9 +13361,14 @@ static std::vector<llama_vocab::id> llama_tokenize_internal(const llama_vocab &
                 // tokenizer.encode('', add_special_tokens=True)  returns [1]
                 // tokenizer.encode('', add_special_tokens=False) returns []
 
+                static const bool rtrim = true;  //TODO: as param
+                bool is_prev_special = false;
+                bool special_token_rtrim = false;
+
                 if (add_special && vocab.special_add_bos != 0) {
                     GGML_ASSERT(vocab.special_bos_id != -1);
                     output.push_back(vocab.special_bos_id);
+                    is_prev_special = true;
                 }
 
                 for (const auto & fragment : fragment_buffer) {
@@ -12709,9 +13380,21 @@ static std::vector<llama_vocab::id> llama_tokenize_internal(const llama_vocab &
                         //  and passing 'add space prefix' as bool argument
                         //
                         auto raw_text = fragment.raw_text.substr(fragment.offset, fragment.length);
-                        if (&fragment == &fragment_buffer.front()) {
-                            if (vocab.add_space_prefix) {
-                                raw_text = " " + raw_text; // prefix with space if the first token is not special
+
+                        if (special_token_rtrim) {
+                            size_t num_whitespaces = 0;
+                            while (isspace(raw_text[num_whitespaces])) {
+                                num_whitespaces++;
+                            }
+                            if (num_whitespaces == raw_text.size()) {
+                                continue; // skip if all whitespaces
+                            }
+                            raw_text = raw_text.substr(num_whitespaces);
+                        }
+
+                        if (vocab.add_space_prefix) {
+                            if (!output.size() || is_prev_special) {  // prefix with space if first token
+                                raw_text = " " + raw_text;
                             }
                         }
 
@@ -12723,9 +13406,22 @@ static std::vector<llama_vocab::id> llama_tokenize_internal(const llama_vocab &
                         tokenizer.tokenize(raw_text, output);
                     } else { // if (fragment.type == FRAGMENT_BUFFER_VARIANT_TYPE_TOKEN)
                         output.push_back(fragment.token);
+                        is_prev_special = true;
+                        // phi-3 special tokens without rtrim, works fine for llama-spm too
+                        special_token_rtrim = rtrim
+                            && fragment.token != vocab.special_bos_id
+                            && fragment.token != vocab.special_unk_id
+                            && fragment.token != vocab.special_eos_id;
                     }
                 }
 
+                if (add_special && vocab.special_add_bos != 0 && output.size() >= 2 && output[1] == vocab.special_bos_id) {
+                    LLAMA_LOG_WARN(
+                        "%s: Added a BOS token to the prompt as specified by the model but the prompt "
+                        "also starts with a BOS token. So now the final prompt starts with 2 BOS tokens. "
+                        "Are you sure this is what you want?\n", __FUNCTION__);
+                }
+
                 if (add_special && vocab.special_add_eos == 1) {
                     GGML_ASSERT(vocab.special_eos_id != -1);
                     output.push_back(vocab.special_eos_id);
@@ -12752,7 +13448,17 @@ static std::vector<llama_vocab::id> llama_tokenize_internal(const llama_vocab &
                     }
                 }
 
-                GGML_ASSERT(vocab.special_add_eos != 1);
+                if (add_special && vocab.special_add_bos != 0 && output.size() >= 2 && output[1] == vocab.special_bos_id) {
+                    LLAMA_LOG_WARN(
+                        "%s: Added a BOS token to the prompt as specified by the model but the prompt "
+                        "also starts with a BOS token. So now the final prompt starts with 2 BOS tokens. "
+                        "Are you sure this is what you want?\n", __FUNCTION__);
+                }
+
+                if (add_special && vocab.special_add_eos == 1) {
+                    GGML_ASSERT(vocab.special_add_eos != -1);
+                    output.push_back(vocab.special_eos_id);
+                }
             } break;
         case LLAMA_VOCAB_TYPE_WPM:
             {
@@ -13106,6 +13812,58 @@ static std::vector<llama_grammar_candidate> llama_grammar_reject_candidates(
     return rejects;
 }
 
+static bool llama_grammar_detect_left_recursion(
+        const std::vector<std::vector<llama_grammar_element>> & rules,
+        size_t                                                  rule_index,
+        std::vector<bool>                                     * rules_visited,
+        std::vector<bool>                                     * rules_in_progress,
+        std::vector<bool>                                     * rules_may_be_empty) {
+    if ((*rules_in_progress)[rule_index]) {
+        return true;
+    }
+
+    (*rules_in_progress)[rule_index] = true;
+
+    const std::vector<llama_grammar_element> & rule = rules[rule_index];
+
+    // First check if the rule might produce the empty string. This could be done combined with the second
+    // step but it's more readable as two steps.
+    bool at_rule_start = true;
+    for (size_t i = 0; i < rule.size(); i++) {
+        if (llama_grammar_is_end_of_sequence(&rule[i])) {
+            if (at_rule_start) {
+                (*rules_may_be_empty)[rule_index] = true;
+                break;
+            }
+            at_rule_start = true;
+        } else {
+            at_rule_start = false;
+        }
+    }
+
+    // Second, recurse into leftmost nonterminals (or next-leftmost as long as the previous nonterminal may
+    // be empty)
+    bool recurse_into_nonterminal = true;
+    for (size_t i = 0; i < rule.size(); i++) {
+        if (rule[i].type == LLAMA_GRETYPE_RULE_REF && recurse_into_nonterminal) {
+            if (llama_grammar_detect_left_recursion(rules, (size_t)rule[i].value, rules_visited, rules_in_progress, rules_may_be_empty)) {
+                return true;
+            }
+            if (!((*rules_may_be_empty)[(size_t)rule[i].value])) {
+                recurse_into_nonterminal = false;
+            }
+        } else if (llama_grammar_is_end_of_sequence(&rule[i])) {
+            recurse_into_nonterminal = true;
+        } else {
+            recurse_into_nonterminal = false;
+        }
+    }
+
+    (*rules_in_progress)[rule_index] = false;
+    (*rules_visited)[rule_index] = true;
+    return false;
+}
+
 //
 // grammar - external
 //
@@ -13125,6 +13883,19 @@ struct llama_grammar * llama_grammar_init(
         vec_rules[i].push_back({LLAMA_GRETYPE_END, 0});
     }
 
+    // Check for left recursion
+    std::vector<bool> rules_visited(n_rules);
+    std::vector<bool> rules_in_progress(n_rules);
+    std::vector<bool> rules_may_be_empty(n_rules);
+    for (size_t i = 0; i < n_rules; i++) {
+        if (rules_visited[i]) {
+            continue;
+        }
+        if (llama_grammar_detect_left_recursion(vec_rules, i, &rules_visited, &rules_in_progress, &rules_may_be_empty)) {
+            throw std::runtime_error(format("unsupported grammar, left recursion detected for nonterminal at index %zu", i));
+        }
+    }
+
     // loop over alternates of start rule to build initial stacks
     std::vector<std::vector<const llama_grammar_element *>> stacks;
     pos = vec_rules[start_rule_index].data();
@@ -13147,6 +13918,9 @@ struct llama_grammar * llama_grammar_init(
         }
     } while (true);
 
+    // Important: vec_rules has to be moved here, not copied, because stacks contains
+    // pointers to elements of vec_rules. If vec_rules were copied into llama_grammar
+    // then the pointers would be invalidated when the local vec_rules goes out of scope.
     return new llama_grammar{ std::move(vec_rules), std::move(stacks), {} };
 }
 
@@ -13638,7 +14412,7 @@ void llama_sample_repetition_penalties(
 
 void llama_sample_grammar(struct llama_context * ctx, llama_token_data_array * candidates, const struct llama_grammar * grammar) {
     GGML_ASSERT(ctx);
-    const int64_t t_start_sample_us = ggml_time_us();
+    int64_t t_start_sample_us = ggml_time_us();
 
     bool allow_eog = false;
     for (const auto & stack : grammar->stacks) {
@@ -13650,12 +14424,13 @@ void llama_sample_grammar(struct llama_context * ctx, llama_token_data_array * c
 
     std::vector<std::pair<std::vector<uint32_t>, llama_partial_utf8>> candidates_decoded;
     candidates_decoded.reserve(candidates->size);
-    std::vector<llama_grammar_candidate>                              candidates_grammar;
+
+    std::vector<llama_grammar_candidate> candidates_grammar;
     candidates_grammar.reserve(candidates->size);
 
     for (size_t i = 0; i < candidates->size; ++i) {
-        const llama_token id    = candidates->data[i].id;
-        const std::string piece = llama_token_to_piece(ctx, id, false);
+        const llama_token id      = candidates->data[i].id;
+        const std::string & piece = ctx->model.vocab.cache_token_to_piece.at(id);
 
         if (llama_token_is_eog(&ctx->model, id)) {
             if (!allow_eog) {
@@ -13741,9 +14516,7 @@ llama_token llama_sample_token_mirostat(struct llama_context * ctx, llama_token_
 
     // Sample the next word X using top-k sampling
     llama_sample_top_k(nullptr, candidates, int(k), 1);
-    if (ctx) {
-        ctx->t_sample_us += ggml_time_us() - t_start_sample_us;
-    }
+    ctx->t_sample_us += ggml_time_us() - t_start_sample_us;
     llama_token X = llama_sample_token(ctx, candidates);
     t_start_sample_us = ggml_time_us();
 
@@ -13757,9 +14530,7 @@ llama_token llama_sample_token_mirostat(struct llama_context * ctx, llama_token_
     // Update mu using the learning rate and error
     *mu = *mu - eta * e;
 
-    if (ctx) {
-        ctx->t_sample_us += ggml_time_us() - t_start_sample_us;
-    }
+    ctx->t_sample_us += ggml_time_us() - t_start_sample_us;
     return X;
 }
 
@@ -13859,7 +14630,7 @@ void llama_grammar_accept_token(struct llama_context * ctx, struct llama_grammar
         GGML_ASSERT(false);
     }
 
-    const std::string piece = llama_token_to_piece(ctx, token, false);
+    const std::string & piece = ctx->model.vocab.cache_token_to_piece.at(token);
 
     // Note terminating 0 in decoded string
     const auto   decoded     = decode_utf8(piece, grammar->partial_utf8);
@@ -14344,8 +15115,6 @@ static ggml_type llama_tensor_get_type(quantize_state_internal & qs, ggml_type n
         else if ((ftype == LLAMA_FTYPE_MOSTLY_Q4_K_M || ftype == LLAMA_FTYPE_MOSTLY_Q5_K_M) &&
                 use_more_bits(qs.i_attention_wv, qs.n_attention_wv)) new_type = GGML_TYPE_Q6_K;
         else if (ftype == LLAMA_FTYPE_MOSTLY_Q4_K_S && qs.i_attention_wv < 4) new_type = GGML_TYPE_Q5_K;
-        else if (QK_K == 64 && (ftype == LLAMA_FTYPE_MOSTLY_Q4_K_S || ftype == LLAMA_FTYPE_MOSTLY_Q3_K_S) &&
-                (qs.i_attention_wv < qs.n_attention_wv/8 || qs.i_attention_wv >= 7*qs.n_attention_wv/8)) new_type = GGML_TYPE_Q6_K;
         if (qs.model.type == MODEL_70B) {
             // In the 70B model we have 8 heads sharing the same attn_v weights. As a result, the attn_v.weight tensor is
             // 8x smaller compared to attn_q.weight. Hence, we can get a nice boost in quantization accuracy with
@@ -15246,6 +16015,7 @@ struct llama_model_params llama_model_default_params() {
         /*.split_mode                  =*/ LLAMA_SPLIT_MODE_LAYER,
         /*.main_gpu                    =*/ 0,
         /*.tensor_split                =*/ nullptr,
+        /*.rpc_servers                 =*/ nullptr,
         /*.progress_callback           =*/ nullptr,
         /*.progress_callback_user_data =*/ nullptr,
         /*.kv_overrides                =*/ nullptr,
@@ -15316,7 +16086,9 @@ struct llama_model_quantize_params llama_model_quantize_default_params() {
 }
 
 size_t llama_max_devices(void) {
-#if defined(GGML_USE_METAL)
+#if defined(GGML_USE_RPC)
+    return GGML_RPC_MAX_SERVERS;
+#elif defined(GGML_USE_METAL)
     return 1;
 #elif defined(GGML_USE_CUDA)
     return GGML_CUDA_MAX_DEVICES;
@@ -15339,7 +16111,7 @@ bool llama_supports_mlock(void) {
 
 bool llama_supports_gpu_offload(void) {
 #if defined(GGML_USE_CUDA) || defined(GGML_USE_CLBLAST) || defined(GGML_USE_METAL) || defined(GGML_USE_VULKAN) || \
-    defined(GGML_USE_SYCL) || defined(GGML_USE_KOMPUTE)
+    defined(GGML_USE_SYCL) || defined(GGML_USE_KOMPUTE) || defined(GGML_USE_RPC)
     // Defined when llama.cpp is compiled with support for offloading model layers to GPU.
     return true;
 #else
@@ -15356,10 +16128,6 @@ void llama_backend_init(void) {
         struct ggml_context * ctx = ggml_init(params);
         ggml_free(ctx);
     }
-
-#ifdef GGML_USE_MPI
-    ggml_mpi_backend_init();
-#endif
 }
 
 void llama_numa_init(enum ggml_numa_strategy numa) {
@@ -15369,9 +16137,6 @@ void llama_numa_init(enum ggml_numa_strategy numa) {
 }
 
 void llama_backend_free(void) {
-#ifdef GGML_USE_MPI
-    ggml_mpi_backend_free();
-#endif
     ggml_quantize_free();
 }
 
@@ -15402,7 +16167,17 @@ struct llama_model * llama_load_model_from_file(
             return true;
         };
     }
-
+    if (params.rpc_servers != nullptr) {
+        // split the servers set them into model->rpc_servers
+        std::string servers(params.rpc_servers);
+        size_t pos = 0;
+        while ((pos = servers.find(",")) != std::string::npos) {
+            std::string server = servers.substr(0, pos);
+            model->rpc_servers.push_back(server);
+            servers.erase(0, pos + 1);
+        }
+        model->rpc_servers.push_back(servers);
+    }
     int status = llama_model_load(path_model, *model, params);
     GGML_ASSERT(status <= 0);
     if (status < 0) {
@@ -15441,6 +16216,11 @@ struct llama_context * llama_new_context_with_model(
         return nullptr;
     }
 
+    if (params.flash_attn && model->arch == LLM_ARCH_GROK) {
+        LLAMA_LOG_WARN("%s: flash_attn is not compatible with Grok - forcing off\n", __func__);
+        params.flash_attn = false;
+    }
+
     llama_context * ctx = new llama_context(*model);
 
     const auto & hparams = model->hparams;
@@ -15464,7 +16244,7 @@ struct llama_context * llama_new_context_with_model(
     cparams.rope_freq_scale  = params.rope_freq_scale == 0.0f ? hparams.rope_freq_scale_train : params.rope_freq_scale;
 
     // this is necessary due to kv_self.n being padded later during inference
-    cparams.n_ctx            = GGML_PAD(cparams.n_ctx, 256);
+    cparams.n_ctx            = GGML_PAD(cparams.n_ctx, llama_kv_cache_get_padding(cparams));
 
     // with causal attention, the batch size is limited by the context size
     cparams.n_batch          = hparams.causal_attn ? std::min(cparams.n_ctx, params.n_batch) : params.n_batch;
@@ -15499,6 +16279,7 @@ struct llama_context * llama_new_context_with_model(
         cparams.yarn_ext_factor = rope_scaling_type == LLAMA_ROPE_SCALING_TYPE_YARN ? 1.0f : 0.0f;
     }
 
+    cparams.yarn_attn_factor *= hparams.rope_attn_factor;
     cparams.causal_attn = hparams.causal_attn;
 
     if (cparams.pooling_type == LLAMA_POOLING_TYPE_UNSPECIFIED) {
@@ -15509,23 +16290,6 @@ struct llama_context * llama_new_context_with_model(
         }
     }
 
-    if (cparams.flash_attn && hparams.use_alibi) {
-        LLAMA_LOG_WARN("%s: flash_attn is not yet compatible with ALiBi - forcing off\n", __func__);
-        cparams.flash_attn = false;
-    }
-
-    if (cparams.flash_attn && model->arch == LLM_ARCH_GROK) {
-        LLAMA_LOG_WARN("%s: flash_attn is not compatible with Grok - forcing off\n", __func__);
-        cparams.flash_attn = false;
-    }
-
-#ifdef GGML_USE_HIPBLAS
-    if (cparams.flash_attn) {
-        LLAMA_LOG_WARN("%s: flash_attn is not yet compatible with HIPBLAS builds - forcing off\n", __func__);
-        cparams.flash_attn = false;
-    }
-#endif
-
     if (params.seed == LLAMA_DEFAULT_SEED) {
         params.seed = time(NULL);
     }
@@ -15561,7 +16325,17 @@ struct llama_context * llama_new_context_with_model(
 
     if (!hparams.vocab_only) {
         // initialize backends
-#ifdef GGML_USE_METAL
+#if defined(GGML_USE_RPC)
+        for (auto & server : model->rpc_servers) {
+            ggml_backend_t backend = ggml_backend_rpc_init(server.c_str());
+            if (backend == nullptr) {
+                LLAMA_LOG_ERROR("%s: failed to connect RPC backend to %s\n", __func__, server.c_str());
+                llama_free(ctx);
+                return nullptr;
+            }
+            ctx->backends.push_back(backend);
+        }
+#elif defined(GGML_USE_METAL)
         if (model->n_gpu_layers > 0) {
             ctx->backend_metal = ggml_backend_metal_init();
             if (ctx->backend_metal == nullptr) {
@@ -15717,7 +16491,11 @@ struct llama_context * llama_new_context_with_model(
             ctx->buf_compute_meta.resize(ggml_tensor_overhead()*LLAMA_MAX_NODES + ggml_graph_overhead_custom(LLAMA_MAX_NODES, false));
 
             // enabling pipeline parallelism in the scheduler increases memory usage, so it is only done when necessary
-            bool pipeline_parallel = llama_get_device_count() > 1 && model->n_gpu_layers > (int)model->hparams.n_layer && model->split_mode == LLAMA_SPLIT_MODE_LAYER;
+            bool pipeline_parallel =
+                llama_get_device_count(*model) > 1 &&
+                model->n_gpu_layers > (int)model->hparams.n_layer &&
+                model->split_mode == LLAMA_SPLIT_MODE_LAYER &&
+                params.offload_kqv;
 #ifndef GGML_USE_CUDA
             // pipeline parallelism requires support for async compute and events
             // currently this is only implemented in the CUDA backend
@@ -15760,20 +16538,6 @@ struct llama_context * llama_new_context_with_model(
         }
     }
 
-#ifdef GGML_USE_MPI
-    ctx->ctx_mpi = ggml_mpi_init();
-
-    if (ggml_mpi_rank(ctx->ctx_mpi) > 0) {
-        // Enter a blocking eval loop with dummy input, letting rank=0 drive the process
-        // TODO: needs fix after #3228
-        GGML_ASSERT(false && "not implemented");
-        //const std::vector<llama_token> tmp(ctx->model.hparams.n_ctx, llama_token_bos(ctx));
-        //while (!llama_eval(ctx, tmp.data(), tmp.size(), 0, 0)) {};
-        llama_backend_free();
-        exit(1);
-    }
-#endif
-
     return ctx;
 }
 
@@ -15810,11 +16574,11 @@ enum llama_rope_type llama_rope_type(const struct llama_model * model) {
         // these models do not use RoPE
         case LLM_ARCH_GPT2:
         case LLM_ARCH_GPTJ:
-        case LLM_ARCH_GPTNEOX:
         case LLM_ARCH_MPT:
         case LLM_ARCH_REFACT:
         case LLM_ARCH_BLOOM:
         case LLM_ARCH_MAMBA:
+        case LLM_ARCH_JINA_BERT_V2:
             return LLAMA_ROPE_TYPE_NONE;
 
         // use what we call a normal RoPE, operating on pairs of consecutive head values
@@ -15829,13 +16593,14 @@ enum llama_rope_type llama_rope_type(const struct llama_model * model) {
         case LLM_ARCH_XVERSE:
         case LLM_ARCH_COMMAND_R:
         case LLM_ARCH_OLMO:
+        case LLM_ARCH_ARCTIC:
+        case LLM_ARCH_DEEPSEEK2:
             return LLAMA_ROPE_TYPE_NORM;
 
         // the pairs of head values are offset by n_rot/2
         case LLM_ARCH_FALCON:
         case LLM_ARCH_GROK:
         case LLM_ARCH_DBRX:
-        case LLM_ARCH_PERSIMMON:
         case LLM_ARCH_BERT:
         case LLM_ARCH_NOMIC_BERT:
         case LLM_ARCH_STABLELM:
@@ -15846,6 +16611,7 @@ enum llama_rope_type llama_rope_type(const struct llama_model * model) {
         case LLM_ARCH_PHI3:
         case LLM_ARCH_GEMMA:
         case LLM_ARCH_STARCODER2:
+        case LLM_ARCH_GPTNEOX:
             return LLAMA_ROPE_TYPE_NEOX;
 
         // all model arches should be listed explicitly here
@@ -16005,6 +16771,7 @@ static bool llama_control_vector_init(struct llama_control_vector & cvec, const
     }
 
     // make tensors
+    cvec.tensors.reserve(model.hparams.n_layer);
     cvec.tensors.push_back(nullptr); // there's never a tensor for layer 0
     for (size_t il = 1; il < model.hparams.n_layer; il++) {
         struct ggml_context * ctx = ctx_map.at(model.buft_layer[il].buft);
@@ -16013,6 +16780,8 @@ static bool llama_control_vector_init(struct llama_control_vector & cvec, const
     }
 
     // allocate tensors / buffers and zero
+    cvec.ctxs.reserve(ctx_map.size());
+    cvec.bufs.reserve(ctx_map.size());
     for (auto it : ctx_map) {
         ggml_backend_buffer_type_t buft = it.first;
         ggml_context * ctx = it.second;
@@ -16836,13 +17605,13 @@ static size_t llama_state_seq_get_data_internal(struct llama_context * ctx, llam
             }
             else {
                 if (cell_range_begin != kv_self.size) {
-                    cell_ranges.push_back({ cell_range_begin, i });
+                    cell_ranges.emplace_back(cell_range_begin, i);
                     cell_range_begin = kv_self.size;
                 }
             }
         }
         if (cell_range_begin != kv_self.size) {
-            cell_ranges.push_back({ cell_range_begin, kv_self.size });
+            cell_ranges.emplace_back(cell_range_begin, kv_self.size);
         }
 
         // DEBUG CHECK: Sum of cell counts in ranges should equal the total cell count
@@ -17221,6 +17990,14 @@ void llama_set_n_threads(struct llama_context * ctx, uint32_t n_threads, uint32_
     ctx->cparams.n_threads_batch = n_threads_batch;
 }
 
+uint32_t llama_n_threads(struct llama_context * ctx) {
+    return ctx->cparams.n_threads;
+}
+
+uint32_t llama_n_threads_batch(struct llama_context * ctx) {
+    return ctx->cparams.n_threads_batch;
+}
+
 void llama_set_abort_callback(struct llama_context * ctx, bool (*abort_callback)(void * data), void * abort_callback_data) {
     ctx->abort_callback      = abort_callback;
     ctx->abort_callback_data = abort_callback_data;
@@ -17444,6 +18221,10 @@ bool llama_token_is_eog(const struct llama_model * model, llama_token token) {
     );
 }
 
+bool llama_token_is_control(const struct llama_model * model, llama_token token) {
+    return llama_is_control_token(model->vocab, token);
+}
+
 llama_token llama_token_bos(const struct llama_model * model) {
     return model->vocab.special_bos_id;
 }
@@ -17515,7 +18296,16 @@ static std::string llama_decode_text(const std::string & text) {
 
     const auto cpts = unicode_cpts_from_utf8(text);
     for (const auto cpt : cpts) {
-        decoded_text += unicode_utf8_to_byte(unicode_cpt_to_utf8(cpt));
+        const auto utf8 = unicode_cpt_to_utf8(cpt);
+        try {
+            decoded_text += unicode_utf8_to_byte(utf8);
+        } catch (const std::out_of_range & e) {
+            decoded_text += "[UNK_BYTE_0x";
+            for (const auto c : utf8) {
+                decoded_text += format("%02x", (uint8_t) c);
+            }
+            decoded_text += text + "]";
+        }
     }
 
     return decoded_text;
@@ -17523,69 +18313,83 @@ static std::string llama_decode_text(const std::string & text) {
 
 // does not write null-terminator to buf
 int32_t llama_token_to_piece(const struct llama_model * model, llama_token token, char * buf, int32_t length, bool special) {
+    // if we have a cache - use it
+    {
+        const auto & cache = special ? model->vocab.cache_token_to_piece_special : model->vocab.cache_token_to_piece;
+
+        if (!cache.empty()) {
+            const auto & res = cache.at(token);
+            if (length < (int) res.size()) {
+                return -(int) res.size();
+            }
+            memcpy(buf, res.c_str(), res.size());
+            return res.size();
+        }
+    }
+
     if (0 <= token && token < llama_n_vocab(model)) {
         switch (llama_vocab_get_type(model->vocab)) {
-        case LLAMA_VOCAB_TYPE_WPM:
-        case LLAMA_VOCAB_TYPE_SPM: {
-            // NOTE: we accept all unsupported token types,
-            // suppressing them like CONTROL tokens.
-            if (llama_is_normal_token(model->vocab, token)) {
-                std::string result = model->vocab.id_to_token[token].text;
-                llama_unescape_whitespace(result);
-                if (length < (int) result.length()) {
-                    return -(int) result.length();
+            case LLAMA_VOCAB_TYPE_WPM:
+            case LLAMA_VOCAB_TYPE_SPM: {
+                // NOTE: we accept all unsupported token types,
+                // suppressing them like CONTROL tokens.
+                if (llama_is_normal_token(model->vocab, token)) {
+                    std::string result = model->vocab.id_to_token[token].text;
+                    llama_unescape_whitespace(result);
+                    if (length < (int) result.length()) {
+                        return -(int) result.length();
+                    }
+                    memcpy(buf, result.c_str(), result.length());
+                    return result.length();
+                } else if (
+                        (llama_is_user_defined_token(model->vocab, token)) ||
+                        (llama_is_control_token     (model->vocab, token) && special)) {
+                    std::string result = model->vocab.id_to_token[token].text;
+                    if (length < (int) result.length()) {
+                        return -(int) result.length();
+                    }
+                    memcpy(buf, result.c_str(), result.length());
+                    return result.length();
+                } else if (llama_is_unknown_token(model->vocab, token)) { // NOLINT
+                    if (length < 3) {
+                        return -3;
+                    }
+                    memcpy(buf, "\xe2\x96\x85", 3);
+                    return 3;
+                } else if (llama_is_byte_token(model->vocab, token)) {
+                    if (length < 1) {
+                        return -1;
+                    }
+                    buf[0] = llama_token_to_byte(model->vocab, token);
+                    return 1;
                 }
-                memcpy(buf, result.c_str(), result.length());
-                return result.length();
-            } else if (
-                    (llama_is_user_defined_token(model->vocab, token)) ||
-                    (llama_is_control_token     (model->vocab, token) && special)) {
-                std::string result = model->vocab.id_to_token[token].text;
-                if (length < (int) result.length()) {
-                    return -(int) result.length();
-                }
-                memcpy(buf, result.c_str(), result.length());
-                return result.length();
-            } else if (llama_is_unknown_token(model->vocab, token)) { // NOLINT
-                if (length < 3) {
-                    return -3;
-                }
-                memcpy(buf, "\xe2\x96\x85", 3);
-                return 3;
-            } else if (llama_is_byte_token(model->vocab, token)) {
-                if (length < 1) {
-                    return -1;
-                }
-                buf[0] = llama_token_to_byte(model->vocab, token);
-                return 1;
+                break;
             }
-            break;
-        }
-        case LLAMA_VOCAB_TYPE_BPE: {
-            // NOTE: we accept all unsupported token types,
-            // suppressing them like CONTROL tokens.
-            if (llama_is_normal_token(model->vocab, token)) {
-                std::string result = model->vocab.id_to_token[token].text;
-                result = llama_decode_text(result);
-                if (length < (int) result.length()) {
-                    return -(int) result.length();
+            case LLAMA_VOCAB_TYPE_BPE: {
+                // NOTE: we accept all unsupported token types,
+                // suppressing them like CONTROL tokens.
+                if (llama_is_normal_token(model->vocab, token)) {
+                    std::string result = model->vocab.id_to_token[token].text;
+                    result = llama_decode_text(result);
+                    if (length < (int) result.length()) {
+                        return -(int) result.length();
+                    }
+                    memcpy(buf, result.c_str(), result.length());
+                    return result.length();
+                } else if (
+                        (llama_is_user_defined_token(model->vocab, token)) ||
+                        (llama_is_control_token     (model->vocab, token) && special)) {
+                    std::string result = model->vocab.id_to_token[token].text;
+                    if (length < (int) result.length()) {
+                        return -(int) result.length();
+                    }
+                    memcpy(buf, result.c_str(), result.length());
+                    return result.length();
                 }
-                memcpy(buf, result.c_str(), result.length());
-                return result.length();
-            } else if (
-                    (llama_is_user_defined_token(model->vocab, token)) ||
-                    (llama_is_control_token     (model->vocab, token) && special)) {
-                std::string result = model->vocab.id_to_token[token].text;
-                if (length < (int) result.length()) {
-                    return -(int) result.length();
-                }
-                memcpy(buf, result.c_str(), result.length());
-                return result.length();
+                break;
             }
-            break;
-        }
-        default:
-            GGML_ASSERT(false);
+            default:
+                GGML_ASSERT(false);
         }
     }
     return 0;
@@ -17655,6 +18459,15 @@ static int32_t llama_chat_apply_template_internal(
             }
         }
         // llama2 templates seem to not care about "add_generation_prompt"
+    } else if (tmpl == "phi3" || (tmpl.find("<|assistant|>") != std::string::npos && tmpl.find("<|end|>") != std::string::npos)) {
+        // Phi 3
+        for (auto message : chat) {
+            std::string role(message->role);
+            ss << "<|" << role << "|>\n" << message->content << "<|end|>\n";
+        }
+        if (add_ass) {
+            ss << "<|assistant|>\n";
+        }
     } else if (tmpl == "zephyr" || tmpl.find("<|user|>") != std::string::npos) {
         // zephyr template
         for (auto message : chat) {
@@ -17787,15 +18600,6 @@ static int32_t llama_chat_apply_template_internal(
         if (add_ass) {
             ss << "<|start_header_id|>assistant<|end_header_id|>\n\n";
         }
-    } else if (tmpl == "phi3" || (tmpl.find("<|assistant|>") != std::string::npos && tmpl.find("<|end|>") != std::string::npos )) {
-        // Phi 3
-        for (auto message : chat) {
-            std::string role(message->role);
-            ss << "<|" << role << "|>\n" << trim(message->content) << "<|end|>\n";
-        }
-        if (add_ass) {
-            ss << "<|assistant|>\n";
-        }
     } else {
         // template not supported
         return -1;
@@ -17879,7 +18683,7 @@ struct llama_timings llama_get_timings(struct llama_context * ctx) {
         /*.t_eval_ms   =*/ 1e-3 * ctx->t_eval_us,
 
         /*.n_sample =*/ std::max(1, ctx->n_sample),
-        /*.n_p_eval =*/ std::max(1, ctx->n_p_eval),
+        /*.n_p_eval =*/ std::max(0, ctx->n_p_eval),
         /*.n_eval   =*/ std::max(1, ctx->n_eval),
     };
 
@@ -17917,8 +18721,10 @@ const char * llama_print_system_info(void) {
     s += "AVX512 = "      + std::to_string(ggml_cpu_has_avx512())      + " | ";
     s += "AVX512_VBMI = " + std::to_string(ggml_cpu_has_avx512_vbmi()) + " | ";
     s += "AVX512_VNNI = " + std::to_string(ggml_cpu_has_avx512_vnni()) + " | ";
+    s += "AVX512_BF16 = " + std::to_string(ggml_cpu_has_avx512_bf16()) + " | ";
     s += "FMA = "         + std::to_string(ggml_cpu_has_fma())         + " | ";
     s += "NEON = "        + std::to_string(ggml_cpu_has_neon())        + " | ";
+    s += "SVE = "         + std::to_string(ggml_cpu_has_sve())         + " | ";
     s += "ARM_FMA = "     + std::to_string(ggml_cpu_has_arm_fma())     + " | ";
     s += "F16C = "        + std::to_string(ggml_cpu_has_f16c())        + " | ";
     s += "FP16_VA = "     + std::to_string(ggml_cpu_has_fp16_va())     + " | ";
@@ -17977,6 +18783,8 @@ void llama_log_set(ggml_log_callback log_callback, void * user_data) {
     g_state.log_callback_user_data = user_data;
 #ifdef GGML_USE_METAL
     ggml_backend_metal_log_set_callback(g_state.log_callback, g_state.log_callback_user_data);
+#elif defined(GGML_USE_CUDA)
+    ggml_backend_cuda_log_set_callback(g_state.log_callback, g_state.log_callback_user_data);
 #endif
 }
 
diff --git a/llama.h b/llama.h
index 0b2e708d0..95105c28e 100644
--- a/llama.h
+++ b/llama.h
@@ -81,9 +81,11 @@ extern "C" {
         LLAMA_VOCAB_PRE_TYPE_GPT2           = 7,
         LLAMA_VOCAB_PRE_TYPE_REFACT         = 8,
         LLAMA_VOCAB_PRE_TYPE_COMMAND_R      = 9,
-        LLAMA_VOCAB_PRE_TYPE_QWEN2          = 10,
-        LLAMA_VOCAB_PRE_TYPE_OLMO           = 11,
-        LLAMA_VOCAB_PRE_TYPE_DBRX           = 12,
+        LLAMA_VOCAB_PRE_TYPE_STABLELM2      = 10,
+        LLAMA_VOCAB_PRE_TYPE_QWEN2          = 11,
+        LLAMA_VOCAB_PRE_TYPE_OLMO           = 12,
+        LLAMA_VOCAB_PRE_TYPE_DBRX           = 13,
+        LLAMA_VOCAB_PRE_TYPE_SMAUG          = 14,
     };
 
     // note: these values should be synchronized with ggml_rope
@@ -242,6 +244,9 @@ extern "C" {
         // proportion of the model (layers or rows) to offload to each GPU, size: llama_max_devices()
         const float * tensor_split;
 
+        // comma separated list of RPC servers to use for offloading
+        const char * rpc_servers;
+
         // Called with a progress value between 0.0 and 1.0. Pass NULL to disable.
         // If the provided progress_callback returns true, model loading continues.
         // If it returns false, model loading is immediately aborted.
@@ -260,6 +265,8 @@ extern "C" {
         bool check_tensors; // validate model tensor data
     };
 
+    // NOTE: changing the default values of parameters marked as [EXPERIMENTAL] may cause crashes or incorrect results in certain configurations
+    //       https://github.com/ggerganov/llama.cpp/pull/7544
     struct llama_context_params {
         uint32_t seed;              // RNG seed, -1 for random
         uint32_t n_ctx;             // text context, 0 = from model
@@ -286,14 +293,14 @@ extern "C" {
         ggml_backend_sched_eval_callback cb_eval;
         void * cb_eval_user_data;
 
-        enum ggml_type type_k; // data type for K cache
-        enum ggml_type type_v; // data type for V cache
+        enum ggml_type type_k; // data type for K cache [EXPERIMENTAL]
+        enum ggml_type type_v; // data type for V cache [EXPERIMENTAL]
 
         // Keep the booleans together to avoid misalignment during copy-by-value.
         bool logits_all;  // the llama_decode() call computes all logits, not just the last one (DEPRECATED - set llama_batch.logits instead)
         bool embeddings;  // if true, extract embeddings (together with logits)
         bool offload_kqv; // whether to offload the KQV ops (including the KV cache) to GPU
-        bool flash_attn;  // whether to use flash attention
+        bool flash_attn;  // whether to use flash attention [EXPERIMENTAL]
 
         // Abort callback
         // if it returns true, execution of llama_decode() will be aborted
@@ -417,8 +424,8 @@ extern "C" {
 
     LLAMA_API enum llama_pooling_type llama_pooling_type(const struct llama_context * ctx);
 
-    LLAMA_API enum llama_vocab_type   llama_vocab_type  (const struct llama_model   * model);
-    LLAMA_API enum llama_rope_type    llama_rope_type   (const struct llama_model   * model);
+    LLAMA_API enum llama_vocab_type   llama_vocab_type  (const struct llama_model * model);
+    LLAMA_API enum llama_rope_type    llama_rope_type   (const struct llama_model * model);
 
     LLAMA_API int32_t llama_n_vocab    (const struct llama_model * model);
     LLAMA_API int32_t llama_n_ctx_train(const struct llama_model * model);
@@ -755,6 +762,12 @@ extern "C" {
     // n_threads_batch is the number of threads used for prompt and batch processing (multiple tokens)
     LLAMA_API void llama_set_n_threads(struct llama_context * ctx, uint32_t n_threads, uint32_t n_threads_batch);
 
+    // Get the number of threads used for generation of a single token.
+    LLAMA_API uint32_t llama_n_threads(struct llama_context * ctx);
+
+    // Get the number of threads used for prompt and batch processing (multiple token).
+    LLAMA_API uint32_t llama_n_threads_batch(struct llama_context * ctx);
+
     // Set whether to use causal attention or not
     // If set to true, the model will only attend to the past tokens
     LLAMA_API void llama_set_causal_attn(struct llama_context * ctx, bool causal_attn);
@@ -813,6 +826,9 @@ extern "C" {
     // Check if the token is supposed to end generation (end-of-generation, eg. EOS, EOT, etc.)
     LLAMA_API bool llama_token_is_eog(const struct llama_model * model, llama_token token);
 
+    // Identify if Token Id is a control token or a render-able token
+    LLAMA_API bool llama_token_is_control(const struct llama_model * model, llama_token token);
+
     // Special tokens
     LLAMA_API llama_token llama_token_bos(const struct llama_model * model); // beginning-of-sentence
     LLAMA_API llama_token llama_token_eos(const struct llama_model * model); // end-of-sentence
diff --git a/models/ggml-vocab-llama-bpe.gguf.inp b/models/ggml-vocab-llama-bpe.gguf.inp
index 0a89107c6..9380bf355 100644
--- a/models/ggml-vocab-llama-bpe.gguf.inp
+++ b/models/ggml-vocab-llama-bpe.gguf.inp
@@ -104,3 +104,5 @@ __ggml_vocab_test__
      
 🚀 (normal) 😶‍🌫️ (multiple emojis concatenated) ✅ 🦙🦙 3 33 333 3333 33333 333333 3333333 33333333 3.3 3..3 3...3 កាន់តែពិសេសអាច😁 ?我想在apple工作1314151天～ ------======= нещо на Български ''''''```````""""......!!!!!!?????? I've been 'told he's there, 'RE you sure? 'M not sure I'll make it, 'D you like some tea? We'Ve a'lL
 __ggml_vocab_test__
+ Việt
+__ggml_vocab_test__
diff --git a/models/ggml-vocab-llama-bpe.gguf.out b/models/ggml-vocab-llama-bpe.gguf.out
index 1f00e3812..1f3607fb6 100644
--- a/models/ggml-vocab-llama-bpe.gguf.out
+++ b/models/ggml-vocab-llama-bpe.gguf.out
@@ -41,3 +41,4 @@
  8765 8765 1644
  8765 8765 8765
  198 4815 15073 66597 8004 1602 2355 79772 11187 9468 248 222 320 8416 8 27623 114 102470 9468 234 104 31643 320 36773 100166 98634 8 26602 227 11410 99 247 9468 99 247 220 18 220 1644 220 8765 220 8765 18 220 8765 1644 220 8765 8765 220 8765 8765 18 220 8765 8765 1644 220 18 13 18 220 18 497 18 220 18 1131 18 220 21549 222 98629 241 45358 233 21549 237 45358 224 21549 244 21549 115 21549 253 45358 223 21549 253 21549 95 98629 227 76460 223 949 37046 101067 19000 23182 102301 9263 18136 16 36827 21909 56560 54337 19175 102118 13373 64571 34694 3114 112203 80112 3436 106451 14196 14196 74694 3089 3089 29249 17523 3001 27708 7801 358 3077 1027 364 83 820 568 596 1070 11 364 793 499 2771 30 364 44 539 2771 358 3358 1304 433 11 364 35 499 1093 1063 15600 30 1226 6 43712 264 64966 43
+ 101798
diff --git a/pyrightconfig.json b/pyrightconfig.json
new file mode 100644
index 000000000..020a71a4e
--- /dev/null
+++ b/pyrightconfig.json
@@ -0,0 +1,3 @@
+{
+  "extraPaths": ["gguf-py"],
+}
diff --git a/requirements.txt b/requirements.txt
index fc1e28278..e5cfbf10b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,10 +4,8 @@
 # Package versions must stay compatible across all top-level python scripts.
 #
 
--r ./requirements/requirements-convert.txt
+-r ./requirements/requirements-convert-legacy-llama.txt
 
 -r ./requirements/requirements-convert-hf-to-gguf.txt
 -r ./requirements/requirements-convert-hf-to-gguf-update.txt
 -r ./requirements/requirements-convert-llama-ggml-to-gguf.txt
--r ./requirements/requirements-convert-lora-to-ggml.txt
--r ./requirements/requirements-convert-persimmon-to-gguf.txt
diff --git a/requirements/requirements-convert-hf-to-gguf-update.txt b/requirements/requirements-convert-hf-to-gguf-update.txt
index 6ce840d73..6eacaf429 100644
--- a/requirements/requirements-convert-hf-to-gguf-update.txt
+++ b/requirements/requirements-convert-hf-to-gguf-update.txt
@@ -1,3 +1,2 @@
--r ./requirements-convert.txt
+-r ./requirements-convert-legacy-llama.txt
 torch~=2.1.1
-einops~=0.7.0
diff --git a/requirements/requirements-convert-hf-to-gguf.txt b/requirements/requirements-convert-hf-to-gguf.txt
index 6ce840d73..6eacaf429 100644
--- a/requirements/requirements-convert-hf-to-gguf.txt
+++ b/requirements/requirements-convert-hf-to-gguf.txt
@@ -1,3 +1,2 @@
--r ./requirements-convert.txt
+-r ./requirements-convert-legacy-llama.txt
 torch~=2.1.1
-einops~=0.7.0
diff --git a/requirements/requirements-convert.txt b/requirements/requirements-convert-legacy-llama.txt
similarity index 78%
rename from requirements/requirements-convert.txt
rename to requirements/requirements-convert-legacy-llama.txt
index 5520ba732..7ab1228cb 100644
--- a/requirements/requirements-convert.txt
+++ b/requirements/requirements-convert-legacy-llama.txt
@@ -1,5 +1,5 @@
 numpy~=1.24.4
-sentencepiece~=0.1.98
+sentencepiece~=0.2.0
 transformers>=4.40.1,<5.0.0
 gguf>=0.1.0
 protobuf>=4.21.0,<5.0.0
diff --git a/requirements/requirements-convert-llama-ggml-to-gguf.txt b/requirements/requirements-convert-llama-ggml-to-gguf.txt
index a0f37cd1c..e80c29012 100644
--- a/requirements/requirements-convert-llama-ggml-to-gguf.txt
+++ b/requirements/requirements-convert-llama-ggml-to-gguf.txt
@@ -1 +1 @@
--r ./requirements-convert.txt
+-r ./requirements-convert-legacy-llama.txt
diff --git a/requirements/requirements-convert-lora-to-ggml.txt b/requirements/requirements-convert-lora-to-ggml.txt
deleted file mode 100644
index 6ac402610..000000000
--- a/requirements/requirements-convert-lora-to-ggml.txt
+++ /dev/null
@@ -1,2 +0,0 @@
--r ./requirements-convert.txt
-torch~=2.1.1
diff --git a/requirements/requirements-convert-persimmon-to-gguf.txt b/requirements/requirements-convert-persimmon-to-gguf.txt
deleted file mode 100644
index 6ac402610..000000000
--- a/requirements/requirements-convert-persimmon-to-gguf.txt
+++ /dev/null
@@ -1,2 +0,0 @@
--r ./requirements-convert.txt
-torch~=2.1.1
diff --git a/scripts/LlamaConfig.cmake.in b/scripts/LlamaConfig.cmake.in
index f842c7137..92e39708b 100644
--- a/scripts/LlamaConfig.cmake.in
+++ b/scripts/LlamaConfig.cmake.in
@@ -5,7 +5,6 @@ set(LLAMA_SHARED_LIB @BUILD_SHARED_LIBS@)
 set(LLAMA_BLAS @LLAMA_BLAS@)
 set(LLAMA_CUDA @LLAMA_CUDA@)
 set(LLAMA_METAL @LLAMA_METAL@)
-set(LLAMA_MPI @LLAMA_MPI@)
 set(LLAMA_CLBLAST @LLAMA_CLBLAST@)
 set(LLAMA_HIPBLAS @LLAMA_HIPBLAS@)
 set(LLAMA_ACCELERATE @LLAMA_ACCELERATE@)
@@ -37,10 +36,6 @@ if (LLAMA_METAL)
     find_library(METALKIT_FRAMEWORK MetalKit REQUIRED)
 endif()
 
-if (LLAMA_MPI)
-    find_package(MPI REQUIRED)
-endif()
-
 if (LLAMA_CLBLAST)
     find_package(CLBlast REQUIRED)
 endif()
diff --git a/scripts/check-requirements.sh b/scripts/check-requirements.sh
index 6a7400d3c..0c6afdd59 100755
--- a/scripts/check-requirements.sh
+++ b/scripts/check-requirements.sh
@@ -166,7 +166,7 @@ if (( do_cleanup )); then
     rm -rf -- "$all_venv"
 fi
 
-check_convert_script convert.py
+check_convert_script examples/convert-legacy-llama.py
 for py in convert-*.py; do
     # skip convert-hf-to-gguf-update.py
     # TODO: the check is failing for some reason:
diff --git a/scripts/compare-llama-bench.py b/scripts/compare-llama-bench.py
index fed3c1ee3..0ede9e67c 100755
--- a/scripts/compare-llama-bench.py
+++ b/scripts/compare-llama-bench.py
@@ -325,8 +325,12 @@ table = []
 for row in rows_show:
     n_prompt = int(row[-4])
     n_gen    = int(row[-3])
-    assert n_prompt == 0 or n_gen == 0
-    test_name = f"tg{n_gen}" if n_prompt == 0 else f"pp{n_prompt}"
+    if n_prompt != 0 and n_gen == 0:
+        test_name = f"pp{n_prompt}"
+    elif n_prompt == 0 and n_gen != 0:
+        test_name = f"tg{n_gen}"
+    else:
+        test_name = f"pp{n_prompt}+tg{n_gen}"
     #           Regular columns    test name    avg t/s values              Speedup
     #            VVVVVVVVVVVVV     VVVVVVVVV    VVVVVVVVVVVVVV              VVVVVVV
     table.append(list(row[:-4]) + [test_name] + list(row[-2:]) + [float(row[-1]) / float(row[-2])])
diff --git a/scripts/convert-gg.sh b/scripts/convert-gg.sh
index 01fda16fd..8a0168432 100755
--- a/scripts/convert-gg.sh
+++ b/scripts/convert-gg.sh
@@ -3,20 +3,20 @@
 set -e
 
 # LLaMA v1
-python3 convert.py ../llama1/7B  --outfile models/llama-7b/ggml-model-f16.gguf  --outtype f16
-python3 convert.py ../llama1/13B --outfile models/llama-13b/ggml-model-f16.gguf --outtype f16
-python3 convert.py ../llama1/30B --outfile models/llama-30b/ggml-model-f16.gguf --outtype f16
-python3 convert.py ../llama1/65B --outfile models/llama-65b/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../llama1/7B  --outfile models/llama-7b/ggml-model-f16.gguf  --outtype f16
+python3 examples/convert-legacy-llama.py ../llama1/13B --outfile models/llama-13b/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../llama1/30B --outfile models/llama-30b/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../llama1/65B --outfile models/llama-65b/ggml-model-f16.gguf --outtype f16
 
 # LLaMA v2
-python3 convert.py ../llama2/llama-2-7b  --outfile models/llama-7b-v2/ggml-model-f16.gguf  --outtype f16
-python3 convert.py ../llama2/llama-2-13b --outfile models/llama-13b-v2/ggml-model-f16.gguf --outtype f16
-python3 convert.py ../llama2/llama-2-70b --outfile models/llama-70b-v2/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../llama2/llama-2-7b  --outfile models/llama-7b-v2/ggml-model-f16.gguf  --outtype f16
+python3 examples/convert-legacy-llama.py ../llama2/llama-2-13b --outfile models/llama-13b-v2/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../llama2/llama-2-70b --outfile models/llama-70b-v2/ggml-model-f16.gguf --outtype f16
 
 # Code Llama
-python3 convert.py ../codellama/CodeLlama-7b/  --outfile models/codellama-7b/ggml-model-f16.gguf  --outtype f16
-python3 convert.py ../codellama/CodeLlama-13b/ --outfile models/codellama-13b/ggml-model-f16.gguf --outtype f16
-python3 convert.py ../codellama/CodeLlama-34b/ --outfile models/codellama-34b/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../codellama/CodeLlama-7b/  --outfile models/codellama-7b/ggml-model-f16.gguf  --outtype f16
+python3 examples/convert-legacy-llama.py ../codellama/CodeLlama-13b/ --outfile models/codellama-13b/ggml-model-f16.gguf --outtype f16
+python3 examples/convert-legacy-llama.py ../codellama/CodeLlama-34b/ --outfile models/codellama-34b/ggml-model-f16.gguf --outtype f16
 
 # Falcon
 python3 convert-falcon-hf-to-gguf.py ../falcon/falcon-7b  1
diff --git a/scripts/debug-test.sh b/scripts/debug-test.sh
new file mode 100755
index 000000000..7b2b601a9
--- /dev/null
+++ b/scripts/debug-test.sh
@@ -0,0 +1,203 @@
+#!/bin/bash
+
+PROG=${0##*/}
+build_dir="build-ci-debug"
+
+# Print Color Commands
+red=$(tput setaf 1)
+green=$(tput setaf 2)
+yellow=$(tput setaf 3)
+blue=$(tput setaf 4)
+magenta=$(tput setaf 5)
+cyan=$(tput setaf 6)
+normal=$(tput sgr0)
+
+
+# Print Help Message
+####################
+
+print_full_help() {
+  cat << EOF
+Usage: $PROG [OPTION]... <test_regex> (test_number)
+Debug specific ctest program.
+
+Options:
+  -h, --help            display this help and exit
+  -g                    run in gdb mode
+
+Arguments:
+  <test_regex>     (Mandatory) Supply one regex to the script to filter tests
+  (test_number)    (Optional) Test number to run a specific test
+
+Example:
+  $PROG test-tokenizer
+  $PROG test-tokenizer 3
+EOF
+}
+
+abort() {
+  echo "Error: $1" >&2
+  cat << EOF >&2
+Usage: $PROG [OPTION]... <test_regex> (test_number)
+Debug specific ctest program.
+Refer to --help for full instructions.
+EOF
+  exit 1
+}
+
+
+# Dependency Sanity Check
+#########################
+
+check_dependency() {
+  command -v "$1" >/dev/null 2>&1 || {
+    abort "$1 is required but not found. Please install it and try again."
+  }
+}
+
+check_dependency ctest
+check_dependency cmake
+
+
+# Step 0: Check the args
+########################
+
+if [ x"$1" = x"-h" ] || [ x"$1" = x"--help" ]; then
+  print_full_help >&2
+  exit 0
+fi
+
+# Parse command-line options
+gdb_mode=false
+while getopts "g" opt; do
+    case $opt in
+        g)
+            gdb_mode=true
+            echo "gdb_mode Mode Enabled"
+            ;;
+    esac
+done
+
+# Shift the option parameters
+shift $((OPTIND - 1))
+
+# Positionial Argument Processing : <test_regex>
+if [ -z "${1}" ]; then
+    abort "Test regex is required"
+else
+    test_suite=${1:-}
+fi
+
+# Positionial Argument Processing : (test_number)
+test_number=${2:-}
+
+
+# Step 1: Reset and Setup folder context
+########################################
+
+## Sanity check that we are actually in a git repo
+repo_root=$(git rev-parse --show-toplevel)
+if [ ! -d "$repo_root" ]; then
+    abort "Not in a Git repository."
+fi
+
+## Reset folder to root context of git repo and Create and enter build directory
+pushd "$repo_root"
+rm -rf "$build_dir" && mkdir "$build_dir" || abort "Failed to make $build_dir"
+
+
+# Step 2: Setup Build Environment and Compile Test Binaries
+###########################################################
+
+# Note: test-eval-callback requires -DLLAMA_CURL
+cmake -B "./$build_dir" -DCMAKE_BUILD_TYPE=Debug -DLLAMA_CUDA=1 -DLLAMA_CURL=1 || abort "Failed to build enviroment"
+pushd "$build_dir"
+make -j || abort "Failed to compile"
+popd > /dev/null || exit 1
+
+
+# Step 3: Find all tests available that matches REGEX
+####################################################
+
+# Ctest Gather Tests
+# `-R test-tokenizer` : looks for all the test files named `test-tokenizer*` (R=Regex)
+# `-N` : "show-only" disables test execution & shows test commands that you can feed to GDB.
+# `-V` : Verbose Mode
+printf "\n\nGathering tests that fit REGEX: ${test_suite} ...\n"
+pushd "$build_dir"
+tests=($(ctest -R ${test_suite} -V -N | grep -E " +Test +#[0-9]+*" | cut -d':' -f2 | awk '{$1=$1};1'))
+if [ ${#tests[@]} -eq 0 ]; then
+    abort "No tests avaliable... check your compliation process..."
+fi
+popd > /dev/null || exit 1
+
+
+# Step 4: Identify Test Command for Debugging
+#############################################
+
+# Select test number
+if [ -z $test_number ]; then
+    # List out avaliable tests
+    printf "Which test would you like to debug?\n"
+    id=0
+    for s in "${tests[@]}"
+    do
+        echo "Test# ${id}"
+        echo "  $s"
+        ((id++))
+    done
+
+    # Prompt user which test they wanted to run
+    printf "\nRun test#? "
+    read test_number
+
+else
+    printf "\nUser Already Requested #${test_number}\n"
+
+fi
+
+# Grab all tests commands
+pushd "$build_dir"
+sIFS=$IFS # Save Initial IFS (Internal Field Separator)
+IFS=$'\n' # Change IFS (Internal Field Separator) (So we split ctest output by newline rather than by spaces)
+test_args=($(ctest -R ${test_suite} -V -N | grep "Test command" | cut -d':' -f3 | awk '{$1=$1};1' )) # Get test args
+IFS=$sIFS # Reset IFS (Internal Field Separator)
+popd > /dev/null || exit 1
+
+# Grab specific test command
+single_test_name="${tests[test_number]}"
+single_test_command="${test_args[test_number]}"
+
+
+# Step 5: Execute or GDB Debug
+##############################
+
+printf "${magenta}Running Test #${test_number}: ${single_test_name}${normal}\n"
+printf "${cyan}single_test_command: ${single_test_command}${normal}\n"
+
+if [ "$gdb_mode" = "true" ]; then
+    # Execute debugger
+    pushd "$repo_root" || exit 1
+    eval "gdb --args ${single_test_command}"
+    popd > /dev/null || exit 1
+
+else
+    # Execute Test
+    pushd "$repo_root" || exit 1
+    eval "${single_test_command}"
+    exit_code=$?
+    popd > /dev/null || exit 1
+
+    # Print Result
+    printf "${blue}Ran Test #${test_number}: ${single_test_name}${normal}\n"
+    printf "${yellow}Command: ${single_test_command}${normal}\n"
+    if [ $exit_code -eq 0 ]; then
+        printf "${green}TEST PASS${normal}\n"
+    else
+        printf "${red}TEST FAIL${normal}\n"
+    fi
+
+fi
+
+# Return to the directory from which the user ran the command.
+popd > /dev/null || exit 1
diff --git a/scripts/gen-unicode-data.py b/scripts/gen-unicode-data.py
index 977e65613..744873c2a 100644
--- a/scripts/gen-unicode-data.py
+++ b/scripts/gen-unicode-data.py
@@ -1,66 +1,134 @@
 import regex
+import ctypes
+import unicodedata
 
 
-def cpt_to_utf8_str(cpt):
-    if cpt <= 0xFF:
-        return bytes([cpt, 0, 0, 0])
-    elif cpt <= 0xFFFF:
-        return bytes([cpt & 0xFF, cpt >> 8, 0, 0])
-    elif cpt <= 0xFFFFFF:
-        return bytes([cpt & 0xFF, (cpt >> 8) & 0xFF, (cpt >> 16) & 0xFF, 0])
-    else:
-        return bytes([cpt & 0xFF, (cpt >> 8) & 0xFF, (cpt >> 16) & 0xFF, cpt >> 24])
+class CoodepointFlags (ctypes.Structure):
+    _fields_ = [  # see definition in unicode.h
+        ("is_undefined",   ctypes.c_uint16, 1),
+        ("is_number",      ctypes.c_uint16, 1),  # regex: \p{N}
+        ("is_letter",      ctypes.c_uint16, 1),  # regex: \p{L}
+        ("is_separator",   ctypes.c_uint16, 1),  # regex: \p{Z}
+        ("is_accent_mark", ctypes.c_uint16, 1),  # regex: \p{M}
+        ("is_punctuation", ctypes.c_uint16, 1),  # regex: \p{P}
+        ("is_symbol",      ctypes.c_uint16, 1),  # regex: \p{S}
+        ("is_control",     ctypes.c_uint16, 1),  # regex: \p{C}
+    ]
 
 
-def is_match(codepoint, regex_expr):
-    try:
-        res = regex.match(regex_expr, cpt_to_utf8_str(codepoint).decode('utf-32'))
-        return res is not None
-    except Exception:
-        return False
+assert (ctypes.sizeof(CoodepointFlags) == 2)
 
 
-def get_matches(regex_expr):
-    unicode_ranges = []
-    current_range = None
+MAX_CODEPOINTS = 0x110000
 
-    for codepoint in range(0x110000):
-        if is_match(codepoint, regex_expr):
-            if current_range is None:
-                current_range = [codepoint, codepoint]
-            else:
-                current_range[1] = codepoint
-        elif current_range is not None:
-            unicode_ranges.append(tuple(current_range))
-            current_range = None
+regex_number      = regex.compile(r'\p{N}')
+regex_letter      = regex.compile(r'\p{L}')
+regex_separator   = regex.compile(r'\p{Z}')
+regex_accent_mark = regex.compile(r'\p{M}')
+regex_punctuation = regex.compile(r'\p{P}')
+regex_symbol      = regex.compile(r'\p{S}')
+regex_control     = regex.compile(r'\p{C}')
+regex_whitespace  = regex.compile(r'\s')
 
-    if current_range is not None:
-        unicode_ranges.append(tuple(current_range))
+codepoint_flags = (CoodepointFlags * MAX_CODEPOINTS)()
+table_whitespace = []
+table_lowercase = []
+table_uppercase = []
+table_nfd = []
 
-    return unicode_ranges
+for codepoint in range(MAX_CODEPOINTS):
+    # convert codepoint to unicode character
+    char = chr(codepoint)
+
+    # regex categories
+    flags = codepoint_flags[codepoint]
+    flags.is_number      = bool(regex_number.match(char))
+    flags.is_letter      = bool(regex_letter.match(char))
+    flags.is_separator   = bool(regex_separator.match(char))
+    flags.is_accent_mark = bool(regex_accent_mark.match(char))
+    flags.is_punctuation = bool(regex_punctuation.match(char))
+    flags.is_symbol      = bool(regex_symbol.match(char))
+    flags.is_control     = bool(regex_control.match(char))
+    flags.is_undefined   = bytes(flags)[0] == 0
+    assert (not flags.is_undefined)
+
+    # whitespaces
+    if bool(regex_whitespace.match(char)):
+        table_whitespace.append(codepoint)
+
+    # lowercase conversion
+    lower = ord(char.lower()[0])
+    if codepoint != lower:
+        table_lowercase.append((codepoint, lower))
+
+    # uppercase conversion
+    upper = ord(char.upper()[0])
+    if codepoint != upper:
+        table_uppercase.append((codepoint, upper))
+
+    # NFD normalization
+    norm = ord(unicodedata.normalize('NFD', char)[0])
+    if codepoint != norm:
+        table_nfd.append((codepoint, norm))
 
 
-def print_cat(cat, ranges):
-    print("const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_{} = {{".format(cat)) # noqa: NP100
-    cnt = 0
-    for start, end in ranges:
-        if cnt % 4 != 0:
-            print(" ", end="") # noqa: NP100
-        print("{{0x{:08X}, 0x{:08X}}},".format(start, end), end="") # noqa: NP100
-        if cnt % 4 == 3:
-            print("") # noqa: NP100
-        cnt += 1
-
-    if cnt % 4 != 0:
-        print("") # noqa: NP100
-    print("};") # noqa: NP100
-    print("") # noqa: NP100
+# group ranges with same flags
+ranges_flags = [(0, codepoint_flags[0])]  # start, flags
+for codepoint, flags in enumerate(codepoint_flags):
+    if bytes(flags) != bytes(ranges_flags[-1][1]):
+        ranges_flags.append((codepoint, flags))
+ranges_flags.append((MAX_CODEPOINTS, CoodepointFlags()))
 
 
-print_cat("number",      get_matches(r'\p{N}'))
-print_cat("letter",      get_matches(r'\p{L}'))
-print_cat("whitespace",  get_matches(r'\p{Z}'))
-print_cat("accent_mark", get_matches(r'\p{M}'))
-print_cat("punctuation", get_matches(r'\p{P}'))
-print_cat("symbol",      get_matches(r'\p{S}'))
-print_cat("control",     get_matches(r'\p{C}'))
+# group ranges with same nfd
+ranges_nfd = [(0, 0, 0)]  # start, last, nfd
+for codepoint, norm in table_nfd:
+    start = ranges_nfd[-1][0]
+    if ranges_nfd[-1] != (start, codepoint - 1, norm):
+        ranges_nfd.append(None)
+        start = codepoint
+    ranges_nfd[-1] = (start, codepoint, norm)
+
+
+# Generate 'unicode-data.cpp'
+
+
+def out(line=""):
+    print(line, end='\n')  # noqa
+
+
+out("""\
+// generated with scripts/gen-unicode-data.py
+
+#include "unicode-data.h"
+
+#include <cstdint>
+#include <vector>
+#include <unordered_map>
+#include <unordered_set>
+""")
+
+out("const std::vector<std::pair<uint32_t, uint16_t>> unicode_ranges_flags = {  // start, flags // last=next_start-1")
+for codepoint, flags in ranges_flags:
+    flags = int.from_bytes(bytes(flags), "little")
+    out("{0x%06X, 0x%04X}," % (codepoint, flags))
+out("};\n")
+
+out("const std::unordered_set<uint32_t> unicode_set_whitespace = {")
+out(", ".join("0x%06X" % cpt for cpt in table_whitespace))
+out("};\n")
+
+out("const std::unordered_map<uint32_t, uint32_t> unicode_map_lowercase = {")
+for tuple in table_lowercase:
+    out("{0x%06X, 0x%06X}," % tuple)
+out("};\n")
+
+out("const std::unordered_map<uint32_t, uint32_t> unicode_map_uppercase = {")
+for tuple in table_uppercase:
+    out("{0x%06X, 0x%06X}," % tuple)
+out("};\n")
+
+out("const std::vector<range_nfd> unicode_ranges_nfd = {  // start, last, nfd")
+for triple in ranges_nfd:
+    out("{0x%06X, 0x%06X, 0x%06X}," % triple)
+out("};\n")
diff --git a/scripts/pod-llama.sh b/scripts/pod-llama.sh
index 2058ceabf..5dabbf60e 100644
--- a/scripts/pod-llama.sh
+++ b/scripts/pod-llama.sh
@@ -75,7 +75,7 @@ if [ "$1" -eq "1" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/tinyllama-1b  --outfile ./models/tinyllama-1b/ggml-model-f16.gguf  --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/tinyllama-1b  --outfile ./models/tinyllama-1b/ggml-model-f16.gguf  --outtype f16
 
     ./quantize ./models/tinyllama-1b/ggml-model-f16.gguf ./models/tinyllama-1b/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/tinyllama-1b/ggml-model-f16.gguf ./models/tinyllama-1b/ggml-model-q4_k.gguf q4_k
@@ -90,7 +90,7 @@ if [ "$1" -eq "2" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-7b  --outfile ./models/codellama-7b/ggml-model-f16.gguf  --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-7b  --outfile ./models/codellama-7b/ggml-model-f16.gguf  --outtype f16
 
     ./quantize ./models/codellama-7b/ggml-model-f16.gguf ./models/codellama-7b/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-7b/ggml-model-f16.gguf ./models/codellama-7b/ggml-model-q4_k.gguf q4_k
@@ -105,7 +105,7 @@ if [ "$1" -eq "3" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-13b --outfile ./models/codellama-13b/ggml-model-f16.gguf --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-13b --outfile ./models/codellama-13b/ggml-model-f16.gguf --outtype f16
 
     ./quantize ./models/codellama-13b/ggml-model-f16.gguf ./models/codellama-13b/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-13b/ggml-model-f16.gguf ./models/codellama-13b/ggml-model-q4_k.gguf q4_k
@@ -120,7 +120,7 @@ if [ "$1" -eq "4" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-34b --outfile ./models/codellama-34b/ggml-model-f16.gguf --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-34b --outfile ./models/codellama-34b/ggml-model-f16.gguf --outtype f16
 
     ./quantize ./models/codellama-34b/ggml-model-f16.gguf ./models/codellama-34b/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-34b/ggml-model-f16.gguf ./models/codellama-34b/ggml-model-q4_k.gguf q4_k
@@ -135,7 +135,7 @@ if [ "$1" -eq "5" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-7b-instruct  --outfile ./models/codellama-7b-instruct/ggml-model-f16.gguf  --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-7b-instruct  --outfile ./models/codellama-7b-instruct/ggml-model-f16.gguf  --outtype f16
 
     ./quantize ./models/codellama-7b-instruct/ggml-model-f16.gguf ./models/codellama-7b-instruct/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-7b-instruct/ggml-model-f16.gguf ./models/codellama-7b-instruct/ggml-model-q4_k.gguf q4_k
@@ -150,7 +150,7 @@ if [ "$1" -eq "6" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-13b-instruct --outfile ./models/codellama-13b-instruct/ggml-model-f16.gguf --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-13b-instruct --outfile ./models/codellama-13b-instruct/ggml-model-f16.gguf --outtype f16
 
     ./quantize ./models/codellama-13b-instruct/ggml-model-f16.gguf ./models/codellama-13b-instruct/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-13b-instruct/ggml-model-f16.gguf ./models/codellama-13b-instruct/ggml-model-q4_k.gguf q4_k
@@ -165,7 +165,7 @@ if [ "$1" -eq "7" ]; then
 
     cd /workspace/llama.cpp
 
-    python3 convert.py ./models/codellama-34b-instruct --outfile ./models/codellama-34b-instruct/ggml-model-f16.gguf --outtype f16
+    python3 examples/convert-legacy-llama.py ./models/codellama-34b-instruct --outfile ./models/codellama-34b-instruct/ggml-model-f16.gguf --outtype f16
 
     ./quantize ./models/codellama-34b-instruct/ggml-model-f16.gguf ./models/codellama-34b-instruct/ggml-model-q4_0.gguf q4_0
     ./quantize ./models/codellama-34b-instruct/ggml-model-f16.gguf ./models/codellama-34b-instruct/ggml-model-q4_k.gguf q4_k
diff --git a/scripts/sync-ggml-am.sh b/scripts/sync-ggml-am.sh
index 7c157eb4c..3f8ddf37b 100755
--- a/scripts/sync-ggml-am.sh
+++ b/scripts/sync-ggml-am.sh
@@ -106,12 +106,12 @@ if [ -f $SRC_LLAMA/ggml-src.patch ]; then
     # src/ggml-kompute.h          -> ggml-kompute.h
     # src/ggml-metal.h            -> ggml-metal.h
     # src/ggml-metal.m            -> ggml-metal.m
-    # src/ggml-mpi.h              -> ggml-mpi.h
-    # src/ggml-mpi.c              -> ggml-mpi.c
     # src/ggml-opencl.cpp         -> ggml-opencl.cpp
     # src/ggml-opencl.h           -> ggml-opencl.h
     # src/ggml-quants.c           -> ggml-quants.c
     # src/ggml-quants.h           -> ggml-quants.h
+    # src/ggml-rpc.cpp            -> ggml-rpc.cpp
+    # src/ggml-rpc.h              -> ggml-rpc.h
     # src/ggml-sycl.cpp           -> ggml-sycl.cpp
     # src/ggml-sycl.h             -> ggml-sycl.h
     # src/ggml-vulkan.cpp         -> ggml-vulkan.cpp
@@ -143,12 +143,12 @@ if [ -f $SRC_LLAMA/ggml-src.patch ]; then
         -e 's/src\/ggml-kompute\.h/ggml-kompute.h/g' \
         -e 's/src\/ggml-metal\.h/ggml-metal.h/g' \
         -e 's/src\/ggml-metal\.m/ggml-metal.m/g' \
-        -e 's/src\/ggml-mpi\.h/ggml-mpi.h/g' \
-        -e 's/src\/ggml-mpi\.c/ggml-mpi.c/g' \
         -e 's/src\/ggml-opencl\.cpp/ggml-opencl.cpp/g' \
         -e 's/src\/ggml-opencl\.h/ggml-opencl.h/g' \
         -e 's/src\/ggml-quants\.c/ggml-quants.c/g' \
         -e 's/src\/ggml-quants\.h/ggml-quants.h/g' \
+        -e 's/src\/ggml-rpc\.cpp/ggml-rpc.cpp/g' \
+        -e 's/src\/ggml-rpc\.h/ggml-rpc.h/g' \
         -e 's/src\/ggml-sycl\.cpp/ggml-sycl.cpp/g' \
         -e 's/src\/ggml-sycl\.h/ggml-sycl.h/g' \
         -e 's/src\/ggml-vulkan\.cpp/ggml-vulkan.cpp/g' \
diff --git a/scripts/sync-ggml.last b/scripts/sync-ggml.last
index d4400695b..5042f82ae 100644
--- a/scripts/sync-ggml.last
+++ b/scripts/sync-ggml.last
@@ -1 +1 @@
-98875cdb7e9ceeb726d1c196d2fecb3cbb59b93a
+2aae01fd9b8f9399f343cf18f46f38996ef52e2c
diff --git a/scripts/sync-ggml.sh b/scripts/sync-ggml.sh
index 80c43976f..fbae6b7f8 100755
--- a/scripts/sync-ggml.sh
+++ b/scripts/sync-ggml.sh
@@ -14,12 +14,12 @@ cp -rpv ../ggml/src/ggml-kompute.h          ./ggml-kompute.h
 cp -rpv ../ggml/src/ggml-metal.h            ./ggml-metal.h
 cp -rpv ../ggml/src/ggml-metal.m            ./ggml-metal.m
 cp -rpv ../ggml/src/ggml-metal.metal        ./ggml-metal.metal
-cp -rpv ../ggml/src/ggml-mpi.h              ./ggml-mpi.h
-cp -rpv ../ggml/src/ggml-mpi.c              ./ggml-mpi.c
 cp -rpv ../ggml/src/ggml-opencl.cpp         ./ggml-opencl.cpp
 cp -rpv ../ggml/src/ggml-opencl.h           ./ggml-opencl.h
 cp -rpv ../ggml/src/ggml-quants.c           ./ggml-quants.c
 cp -rpv ../ggml/src/ggml-quants.h           ./ggml-quants.h
+cp -rpv ../ggml/src/ggml-rpc.cpp            ./ggml-rpc.cpp
+cp -rpv ../ggml/src/ggml-rpc.h              ./ggml-rpc.h
 cp -rpv ../ggml/src/ggml-sycl.cpp           ./ggml-sycl.cpp
 cp -rpv ../ggml/src/ggml-sycl.h             ./ggml-sycl.h
 cp -rpv ../ggml/src/ggml-vulkan.cpp         ./ggml-vulkan.cpp
diff --git a/tests/CMakeLists.txt b/tests/CMakeLists.txt
index d409a1d6b..766a01752 100644
--- a/tests/CMakeLists.txt
+++ b/tests/CMakeLists.txt
@@ -92,7 +92,7 @@ target_link_libraries(test-tokenizer-1-bpe PRIVATE common)
 install(TARGETS test-tokenizer-1-bpe RUNTIME)
 
 # TODO: disabled due to slowness
-#llama_test(test-tokenizer-1-bpe NAME test-tokenizer-1-llama-bpe ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama-bpe.gguf)
+#llama_test(test-tokenizer-1-bpe NAME test-tokenizer-1-llama-bpe ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-llama-bpe.gguf --ignore-merges)
 #llama_test(test-tokenizer-1-bpe NAME test-tokenizer-1-falcon    ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-falcon.gguf)
 #llama_test(test-tokenizer-1-bpe NAME test-tokenizer-1-aquila    ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-aquila.gguf)
 #llama_test(test-tokenizer-1-bpe NAME test-tokenizer-1-mpt       ARGS ${CMAKE_CURRENT_SOURCE_DIR}/../models/ggml-vocab-mpt.gguf)
diff --git a/tests/test-backend-ops.cpp b/tests/test-backend-ops.cpp
index 41718e001..72edc64a7 100644
--- a/tests/test-backend-ops.cpp
+++ b/tests/test-backend-ops.cpp
@@ -2,6 +2,7 @@
 #include <ggml-alloc.h>
 #include <ggml-backend.h>
 #include <ggml-backend-impl.h>
+
 #include <algorithm>
 #include <array>
 #include <cfloat>
@@ -15,6 +16,7 @@
 #include <thread>
 #include <vector>
 
+
 static void init_tensor_uniform(ggml_tensor * tensor, float min = -1.0f, float max = 1.0f) {
     // static RNG initialization (revisit if n_threads stops being constant)
     static const size_t n_threads = std::thread::hardware_concurrency();
@@ -48,6 +50,22 @@ static void init_tensor_uniform(ggml_tensor * tensor, float min = -1.0f, float m
         t.join();
     }
 
+#if 0
+    const char * val_str = getenv("GGML_TEST_EPS");
+    float val = 1e-9f;
+    if (val_str != nullptr) {
+        val = std::stof(val_str);
+        printf("GGML_TEST_EPS=%e\n", val);
+    }
+
+    // test quantization with very small values that may result in nan scales due to division by zero
+    if (ggml_is_quantized(tensor->type)) {
+        for (int i = 0; i < 256; i++) {
+            data[i] = val;
+        }
+    }
+#endif
+
     if (tensor->type == GGML_TYPE_F32 || tensor->type == GGML_TYPE_I32) {
         ggml_backend_tensor_set(tensor, data.data(), 0, size * sizeof(float));
     } else if (ggml_is_quantized(tensor->type) || tensor->type == GGML_TYPE_F16 || tensor->type == GGML_TYPE_BF16) {
@@ -63,6 +81,7 @@ static void init_tensor_uniform(ggml_tensor * tensor, float min = -1.0f, float m
             }
         }
         ggml_quantize_chunk(tensor->type, data.data(), dataq.data(), 0, size/tensor->ne[0], tensor->ne[0], im);
+        GGML_ASSERT(ggml_validate_row_data(tensor->type, dataq.data(), dataq.size()));
         ggml_backend_tensor_set(tensor, dataq.data(), 0, dataq.size());
     } else if (tensor->type == GGML_TYPE_I8 || tensor->type == GGML_TYPE_I16 || tensor->type == GGML_TYPE_I32) {
         // This is going to create some weird integers though.
@@ -1111,11 +1130,7 @@ struct test_soft_max : public test_case {
         if (this->mask) {
             mask = ggml_new_tensor_2d(ctx, GGML_TYPE_F32, ne[0], ne[1]);
         }
-        ggml_tensor * pos = nullptr;
-        if (max_bias > 0.0f) {
-            pos = ggml_new_tensor_1d(ctx, GGML_TYPE_F32, ne[0]);
-        }
-        ggml_tensor * out = ggml_soft_max_ext(ctx, a, mask, pos, scale, max_bias);
+        ggml_tensor * out = ggml_soft_max_ext(ctx, a, mask, scale, max_bias);
         return out;
     }
 };
@@ -1123,24 +1138,37 @@ struct test_soft_max : public test_case {
 // GGML_OP_ROPE
 struct test_rope : public test_case {
     const ggml_type type;
-    const std::array<int64_t, 4> ne;
+    const std::array<int64_t, 4> ne_a;
     int n_dims;
     int mode;
     int n_ctx;
+    float fs; // freq_scale
+    float ef; // ext_factor
+    float af; // attn_factor
+    bool ff;
+    int v; // view (1 : non-contiguous a)
 
     std::string vars() override {
-        return VARS_TO_STR5(type, ne, n_dims, mode, n_ctx);
+        return VARS_TO_STR10(type, ne_a, n_dims, mode, n_ctx, fs, ef, af, ff, v);
     }
 
     test_rope(ggml_type type = GGML_TYPE_F32,
-            std::array<int64_t, 4> ne = {10, 10, 10, 1},
-            int n_dims = 10, int mode = 0, int n_ctx = 512)
-        : type(type), ne(ne), n_dims(n_dims), mode(mode), n_ctx(n_ctx) {}
+            std::array<int64_t, 4> ne_a = {10, 10, 10, 1},
+            int n_dims = 10, int mode = 0, int n_ctx = 512, float fs = 1.0f, float ef = 0.0f, float af = 0.0f, bool ff = false, int v = 0)
+        : type(type), ne_a(ne_a), n_dims(n_dims), mode(mode), n_ctx(n_ctx), fs(fs), ef(ef), af(af), ff(ff), v(v) {}
 
     ggml_tensor * build_graph(ggml_context * ctx) override {
-        ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data());
-        ggml_tensor * pos = ggml_new_tensor_1d(ctx, GGML_TYPE_I32, ne[2]);
-        ggml_tensor * out = ggml_rope(ctx, a, pos, n_dims, mode, n_ctx);
+        ggml_tensor * a;
+        if (v & 1) {
+            auto ne = ne_a; ne[0] *= 2; ne[1] *= 4; ne[2] *= 3;
+            a = ggml_new_tensor(ctx, type, 4, ne.data());
+            a = ggml_view_4d(ctx, a, ne_a[0], ne_a[1], ne_a[2], ne_a[3], a->nb[1], a->nb[2], a->nb[3], 0);
+        } else {
+            a = ggml_new_tensor(ctx, type, 4, ne_a.data());
+        }
+        ggml_tensor * pos = ggml_new_tensor_1d(ctx, GGML_TYPE_I32, ne_a[2]);
+        ggml_tensor * freq = ff ? ggml_new_tensor_1d(ctx, GGML_TYPE_F32, n_dims/2) : nullptr;
+        ggml_tensor * out = ggml_rope_ext(ctx, a, pos, freq, n_dims, mode, n_ctx, 0, 10000.0f, fs, ef, af, 1.0f, 1.0f);
         return out;
     }
 
@@ -1148,13 +1176,18 @@ struct test_rope : public test_case {
         for (ggml_tensor * t = ggml_get_first_tensor(ctx); t != NULL; t = ggml_get_next_tensor(ctx, t)) {
             if (t->type == GGML_TYPE_I32) {
                 // pos
-                std::vector<int> data(ne[2]);
-                for (int i = 0; i < ne[2]; i++) {
+                std::vector<int> data(ne_a[2]);
+                for (int i = 0; i < ne_a[2]; i++) {
                     data[i] = rand() % n_ctx;
                 }
-                ggml_backend_tensor_set(t, data.data(), 0, ne[2] * sizeof(int));
+                ggml_backend_tensor_set(t, data.data(), 0, ne_a[2] * sizeof(int));
             } else {
-                init_tensor_uniform(t);
+                if (t->ne[0] == n_dims/2) {
+                    // frequency factors in the range [0.9f, 1.1f]
+                    init_tensor_uniform(t, 0.9f, 1.1f);
+                } else {
+                    init_tensor_uniform(t);
+                }
             }
         }
     }
@@ -1237,22 +1270,41 @@ struct test_im2col : public test_case {
 // GGML_OP_CONCAT
 struct test_concat : public test_case {
     const ggml_type type;
-    const std::array<int64_t, 4> ne;
-    const int64_t b_ne2;
+    const std::array<int64_t, 4> ne_a;
+    const int64_t ne_b_d;
+    const int dim;
+    const int v; // view (1 << 0: non-cont a, 1 << 1: non-cont b)
 
     std::string vars() override {
-        return VARS_TO_STR3(type, ne, b_ne2);
+        return VARS_TO_STR5(type, ne_a, ne_b_d, dim, v);
     }
 
     test_concat(ggml_type type = GGML_TYPE_F32,
-            std::array<int64_t, 4> ne = {10, 10, 10, 10},
-            int64_t b_ne2 = 10)
-        : type(type), ne(ne), b_ne2(b_ne2) {}
+            std::array<int64_t, 4> ne_a = {10, 10, 10, 10},
+            int64_t ne_b_d = 10,
+            int dim = 2, int v = 0)
+        : type(type), ne_a(ne_a), ne_b_d(ne_b_d), dim(dim), v(v) {}
 
     ggml_tensor * build_graph(ggml_context * ctx) override {
-        ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data());
-        ggml_tensor * b = ggml_new_tensor_4d(ctx, type, ne[0], ne[1], b_ne2, ne[3]);
-        ggml_tensor * out = ggml_concat(ctx, a, b);
+        auto ne_b = ne_a;
+        ne_b[dim] = ne_b_d;
+        ggml_tensor * a;
+        if (v & 1) {
+            auto ne = ne_a; ne[0] *= 2; ne[1] *= 4; ne[2] *= 3;
+            a = ggml_new_tensor(ctx, type, 4, ne.data());
+            a = ggml_view_4d(ctx, a, ne_a[0], ne_a[1], ne_a[2], ne_a[3], a->nb[1], a->nb[2], a->nb[3], 0);
+        } else {
+            a = ggml_new_tensor(ctx, type, 4, ne_a.data());
+        }
+        ggml_tensor * b;
+        if (v & 2) {
+            auto ne = ne_b; ne[0] *= 3; ne[1] *= 2; ne[2] *= 4;
+            b = ggml_new_tensor(ctx, type, 4, ne.data());
+            b = ggml_view_4d(ctx, b, ne_b[0], ne_b[1], ne_b[2], ne_b[3], b->nb[1], b->nb[2], b->nb[3], 0);
+        } else {
+            b = ggml_new_tensor(ctx, type, 4, ne_b.data());
+        }
+        ggml_tensor * out = ggml_concat(ctx, a, b, dim);
         return out;
     }
 };
@@ -1332,23 +1384,47 @@ struct test_upscale : public test_case {
     const ggml_type type;
     const std::array<int64_t, 4> ne;
     const int32_t scale_factor;
+    const bool transpose;
 
     std::string vars() override {
-        return VARS_TO_STR3(type, ne, scale_factor);
+        return VARS_TO_STR4(type, ne, scale_factor, transpose);
     }
 
     test_upscale(ggml_type type = GGML_TYPE_F32,
             std::array<int64_t, 4> ne = {512, 512, 3, 1},
-            int32_t scale_factor = 2)
-        : type(type), ne(ne), scale_factor(scale_factor) {}
+            int32_t scale_factor = 2, bool transpose = false)
+        : type(type), ne(ne), scale_factor(scale_factor), transpose(transpose) {}
 
     ggml_tensor * build_graph(ggml_context * ctx) override {
         ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data());
+        if (transpose) a = ggml_transpose(ctx, a);
         ggml_tensor * out = ggml_upscale(ctx, a, scale_factor);
         return out;
     }
 };
 
+// GGML_OP_UPSCALE (ext)
+struct test_upscale_ext : public test_case {
+    const ggml_type type;
+    const std::array<int64_t, 4> ne;
+    const std::array<int64_t, 4> ne_tgt;
+
+    std::string vars() override {
+        return VARS_TO_STR3(type, ne, ne_tgt);
+    }
+
+    test_upscale_ext(ggml_type type = GGML_TYPE_F32,
+            std::array<int64_t, 4> ne     = {2, 5,  7, 11},
+            std::array<int64_t, 4> ne_tgt = {5, 7, 11, 13})
+        : type(type), ne(ne), ne_tgt(ne_tgt) {}
+
+    ggml_tensor * build_graph(ggml_context * ctx) override {
+        ggml_tensor * a = ggml_new_tensor(ctx, type, 4, ne.data());
+        ggml_tensor * out = ggml_upscale_ext(ctx, a, ne_tgt[0], ne_tgt[1],ne_tgt[2], ne_tgt[3]);
+        return out;
+    }
+};
+
 // GGML_OP_GROUP_NORM
 struct test_group_norm : public test_case {
     const ggml_type type;
@@ -1490,23 +1566,27 @@ struct test_flash_attn_ext : public test_case {
     const int64_t kv; // kv size
     const int64_t nb; // batch size
 
+    const bool mask; // use mask
+
+    const float max_bias; // ALiBi
+
     std::string vars() override {
-        return VARS_TO_STR4(hs, nh, kv, nb);
+        return VARS_TO_STR6(hs, nh, kv, nb, mask, max_bias);
     }
 
     double max_nmse_err() override {
         return 5e-4;
     }
 
-    test_flash_attn_ext(int64_t hs = 128, int64_t nh = 32, int64_t kv = 96, int64_t nb = 8)
-        : hs(hs), nh(nh), kv(kv), nb(nb) {}
+    test_flash_attn_ext(int64_t hs = 128, int64_t nh = 32, int64_t kv = 96, int64_t nb = 8, bool mask = true, float max_bias = 0.0f)
+        : hs(hs), nh(nh), kv(kv), nb(nb), mask(mask), max_bias(max_bias) {}
 
     ggml_tensor * build_graph(ggml_context * ctx) override {
         ggml_tensor * q = ggml_new_tensor_4d(ctx, GGML_TYPE_F32, hs, nb, nh, 1);
         ggml_tensor * k = ggml_new_tensor_4d(ctx, GGML_TYPE_F16, hs, kv, nh, 1);
         ggml_tensor * v = ggml_new_tensor_4d(ctx, GGML_TYPE_F16, hs, kv, nh, 1);
-        ggml_tensor * mask = ggml_new_tensor_4d(ctx, GGML_TYPE_F16, kv, GGML_PAD(nb, GGML_KQ_MASK_PAD), 1, 1);
-        ggml_tensor * out = ggml_flash_attn_ext(ctx, q, k, v, mask, 1.0f/sqrtf(hs));
+        ggml_tensor * m = mask ? ggml_new_tensor_4d(ctx, GGML_TYPE_F16, kv, GGML_PAD(nb, GGML_KQ_MASK_PAD), 1, 1) : nullptr;
+        ggml_tensor * out = ggml_flash_attn_ext(ctx, q, k, v, m, 1.0f/sqrtf(hs), max_bias);
         return out;
     }
 };
@@ -1611,7 +1691,7 @@ public:
 
         struct ggml_tensor * kq = ggml_mul_mat(ctx, k, q);
 
-        kq = ggml_soft_max_ext(ctx, kq, kq_mask, nullptr, kq_scale, 0.0f);
+        kq = ggml_soft_max_ext(ctx, kq, kq_mask, kq_scale, 0.0f);
 
         // split cached v into n_head heads
         struct ggml_tensor * v =
@@ -1720,14 +1800,14 @@ struct test_llama : public test_llm {
                 struct ggml_tensor * Kcur = ggml_mul_mat(ctx, wk, cur);
                 struct ggml_tensor * Vcur = ggml_mul_mat(ctx, wv, cur);
 
-                Qcur = ggml_rope_custom(
-                    ctx, ggml_reshape_3d(ctx, Qcur, hp.n_embd_head, hp.n_head,    hp.n_tokens), inp_pos,
+                Qcur = ggml_rope_ext(
+                    ctx, ggml_reshape_3d(ctx, Qcur, hp.n_embd_head, hp.n_head,    hp.n_tokens), inp_pos, nullptr,
                     hp.n_rot, 0, 0, hp.n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
 
-                Kcur = ggml_rope_custom(
-                    ctx, ggml_reshape_3d(ctx, Kcur, hp.n_embd_head, hp.n_head_kv, hp.n_tokens), inp_pos,
+                Kcur = ggml_rope_ext(
+                    ctx, ggml_reshape_3d(ctx, Kcur, hp.n_embd_head, hp.n_head_kv, hp.n_tokens), inp_pos, nullptr,
                     hp.n_rot, 0, 0, hp.n_orig_ctx, freq_base, freq_scale,
                     ext_factor, attn_factor, beta_fast, beta_slow
                 );
@@ -1846,13 +1926,13 @@ struct test_falcon : public test_llm {
                 Kcur = ggml_reshape_3d(ctx, Kcur, hp.n_embd_head, hp.n_head_kv, hp.n_tokens);
 
                 // using mode = 2 for neox mode
-                Qcur = ggml_rope_custom(
-                    ctx, Qcur, inp_pos, hp.n_rot, 2, 0, hp.n_orig_ctx,
+                Qcur = ggml_rope_ext(
+                    ctx, Qcur, inp_pos, nullptr, hp.n_rot, 2, 0, hp.n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
 
-                Kcur = ggml_rope_custom(
-                    ctx, Kcur, inp_pos, hp.n_rot, 2, 0, hp.n_orig_ctx,
+                Kcur = ggml_rope_ext(
+                    ctx, Kcur, inp_pos, nullptr, hp.n_rot, 2, 0, hp.n_orig_ctx,
                     freq_base, freq_scale, ext_factor, attn_factor, beta_fast, beta_slow
                 );
 
@@ -2128,6 +2208,7 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
 #endif
     for (bool mask : {false, true}) {
         for (float max_bias : {0.0f, 8.0f}) {
+            if (!mask && max_bias > 0.0f) continue;
             for (float scale : {1.0f, 0.1f}) {
                 for (int64_t ne0 : {16, 1024}) {
                     for (int64_t ne1 : {16, 1024}) {
@@ -2141,24 +2222,49 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
 
     test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {16, 2, 32, 1}, false, 0.1f, 0.0f));
     test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {32, 2, 32, 1}, true,  0.1f, 0.0f));
-    test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {16, 2, 32, 1}, false, 0.1f, 8.0f));
     test_cases.emplace_back(new test_soft_max(GGML_TYPE_F32, {32, 2, 32, 1}, true,  0.1f, 8.0f));
 
-    for (ggml_type type : {GGML_TYPE_F32, GGML_TYPE_F16}) {
-        test_cases.emplace_back(new test_rope(type, {128,  32, 10, 1}, 128, 0, 512)); // llama 7B
-        test_cases.emplace_back(new test_rope(type, {128,  40, 10, 1}, 128, 0, 512)); // llama 13B
-        test_cases.emplace_back(new test_rope(type, {128,  52, 10, 1}, 128, 0, 512)); // llama 30B
-        test_cases.emplace_back(new test_rope(type, {128,  64, 10, 1}, 128, 0, 512)); // llama 65B
-        test_cases.emplace_back(new test_rope(type, { 64,   1, 10, 1},  64, 2, 512)); // neox (falcon 7B)
-        test_cases.emplace_back(new test_rope(type, { 64,  71, 10, 1},  64, 2, 512)); // neox (falcon 7B)
-        test_cases.emplace_back(new test_rope(type, { 64,   8, 10, 1},  64, 2, 512)); // neox (falcon 40B)
-        test_cases.emplace_back(new test_rope(type, { 64, 128, 10, 1},  64, 2, 512)); // neox (falcon 40B)
-        test_cases.emplace_back(new test_rope(type, { 80,  32, 10, 1},  20, 2, 512)); // neox (stablelm)
-        test_cases.emplace_back(new test_rope(type, { 80,  32, 10, 1},  32, 2, 512)); // neox (phi-2)
+    {
+        bool all = true;
+
+        for (float v : { 0, 1 }) {
+            for (float fs : { 1.0f, 1.4245f }) {
+                for (float ef : { 0.0f, 0.7465f }) {
+                    for (float af : { 1.0f, 1.4245f }) {
+                        for (ggml_type type : {GGML_TYPE_F32, GGML_TYPE_F16}) {
+                            // TODO: ff not supported yet for !neox
+                            test_cases.emplace_back(new test_rope(type, {128,  32, 10, 1}, 128, 0, 512, fs, ef, af, false, v)); // llama 7B
+                            if (all) {
+                                test_cases.emplace_back(new test_rope(type, {128,  40, 10, 1}, 128, 0, 512, fs, ef, af, false, v)); // llama 13B
+                                test_cases.emplace_back(new test_rope(type, {128,  52, 10, 1}, 128, 0, 512, fs, ef, af, false, v)); // llama 30B
+                                test_cases.emplace_back(new test_rope(type, {128,  64, 10, 1}, 128, 0, 512, fs, ef, af, false, v)); // llama 65B
+                            }
+
+                            for (bool ff : {false, true}) { // freq_factors
+                                if (all) {
+                                    test_cases.emplace_back(new test_rope(type, { 64,   1, 10, 1},  64, 2, 512, fs, ef, af, ff, v)); // neox (falcon 7B)
+                                    test_cases.emplace_back(new test_rope(type, { 64,  71, 10, 1},  64, 2, 512, fs, ef, af, ff, v)); // neox (falcon 7B)
+                                    test_cases.emplace_back(new test_rope(type, { 64,   8, 10, 1},  64, 2, 512, fs, ef, af, ff, v)); // neox (falcon 40B)
+                                    test_cases.emplace_back(new test_rope(type, { 80,  32, 10, 1},  20, 2, 512, fs, ef, af, ff, v)); // neox (stablelm)
+                                    test_cases.emplace_back(new test_rope(type, { 80,  32, 10, 1},  32, 2, 512, fs, ef, af, ff, v)); // neox (phi-2)
+                                }
+
+                                test_cases.emplace_back(new test_rope(type, { 64, 128, 10, 1},  64, 2, 512, fs, ef, af, ff, v)); // neox (falcon 40B)
+                            }
+                        }
+                        all = false;
+                    }
+                }
+            }
+        }
     }
 
-    test_cases.emplace_back(new test_concat(GGML_TYPE_F32));
-    test_cases.emplace_back(new test_concat(GGML_TYPE_I32));
+    for (int v : { 0, 1, 2, 3 }) {
+        for (int dim : { 0, 1, 2, 3, }) {
+            test_cases.emplace_back(new test_concat(GGML_TYPE_F32, {11, 12, 13, 14}, 7, dim, v));
+            test_cases.emplace_back(new test_concat(GGML_TYPE_I32, {11, 12, 13, 14}, 7, dim, v));
+        }
+    }
 
     for (ggml_sort_order order : {GGML_SORT_ORDER_ASC, GGML_SORT_ORDER_DESC}) {
         test_cases.emplace_back(new test_argsort(GGML_TYPE_F32, {8, 1, 1, 1}, order));
@@ -2168,6 +2274,8 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
 
     test_cases.emplace_back(new test_sum_rows());
     test_cases.emplace_back(new test_upscale());
+    test_cases.emplace_back(new test_upscale(GGML_TYPE_F32, { 512, 512, 3, 1 }, 2, true));
+    test_cases.emplace_back(new test_upscale_ext());
     test_cases.emplace_back(new test_group_norm());
     test_cases.emplace_back(new test_acc());
     test_cases.emplace_back(new test_pad());
@@ -2176,10 +2284,15 @@ static bool test_backend(ggml_backend_t backend, test_mode mode, const char * op
     test_cases.emplace_back(new test_leaky_relu());
 
     for (int hs : { 64, 80, 128, 256, }) {
-        for (int nh : { 32, }) {
-            for (int kv : { 512, 1024, }) {
-                for (int nb : { 1, 2, 4, 8, }) {
-                    test_cases.emplace_back(new test_flash_attn_ext(hs, nh, kv, nb));
+        for (bool mask : { true, false } ) {
+            for (float max_bias : { 0.0f, 8.0f }) {
+                if (!mask && max_bias > 0.0f) continue;
+                for (int nh : { 32, }) {
+                    for (int kv : { 512, 1024, }) {
+                        for (int nb : { 1, 2, 4, 8, }) {
+                            test_cases.emplace_back(new test_flash_attn_ext(hs, nh, kv, nb, mask, max_bias));
+                        }
+                    }
                 }
             }
         }
diff --git a/tests/test-chat-template.cpp b/tests/test-chat-template.cpp
index 4fe9183b9..cef9a650b 100644
--- a/tests/test-chat-template.cpp
+++ b/tests/test-chat-template.cpp
@@ -49,8 +49,14 @@ int main(void) {
         "{{ bos_token }}{% if messages[0]['role'] == 'system' %}{% set loop_messages = messages[1:] %}{% set system_message = messages[0]['content'] %}{% elif false == true %}{% set loop_messages = messages %}{% set system_message = 'You are Command-R, a brilliant, sophisticated, AI-assistant trained to assist human users by providing thorough responses. You are trained by Cohere.' %}{% else %}{% set loop_messages = messages %}{% set system_message = false %}{% endif %}{% if system_message != false %}{{ '<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>' + system_message + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% for message in loop_messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ '<|START_OF_TURN_TOKEN|><|USER_TOKEN|>' + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% elif message['role'] == 'assistant' %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>'  + content.strip() + '<|END_OF_TURN_TOKEN|>' }}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>' }}{% endif %}",
         // Llama-3
         "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}",
-        // Phi-3
-        "{{ bos_token }}{% for message in messages %}{{'<|' + message['role'] + '|>' + ' ' + message['content'] + '<|end|> ' }}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|> ' }}{% else %}{{ eos_token }}{% endif %}"
+        //Phi-3-mini
+        "{{ bos_token }}{% for message in messages %}{% if (message['role'] == 'user') %}{{'<|user|>' + '\n' + message['content'] + '<|end|>' + '\n' + '<|assistant|>' + '\n'}}{% elif (message['role'] == 'assistant') %}{{message['content'] + '<|end|>' + '\n'}}{% endif %}{% endfor %}",
+        //Phi-3-small
+        "{{ bos_token }}{% for message in messages %}{{'<|' + message['role'] + '|>' + '\n' + message['content'] + '<|end|>\n' }}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}",
+        //Phi-3-medium
+        "{% for message in messages %}{% if (message['role'] == 'user') %}{{'<|user|>' + '\n' + message['content'] + '<|end|>' + '\n' + '<|assistant|>' + '\n'}}{% elif (message['role'] == 'assistant') %}{{message['content'] + '<|end|>' + '\n'}}{% endif %}{% endfor %}",
+        //Phi-3-vision
+        "{% for message in messages %}{{'<|' + message['role'] + '|>' + '\n' + message['content'] + '<|end|>\n' }}{% endfor %}{% if add_generation_prompt and messages[-1]['role'] != 'assistant' %}{{- '<|assistant|>\n' -}}{% endif %}"
     };
     std::vector<std::string> expected_output = {
         // teknium/OpenHermes-2.5-Mistral-7B
@@ -79,8 +85,14 @@ int main(void) {
         "<|START_OF_TURN_TOKEN|><|SYSTEM_TOKEN|>You are a helpful assistant<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>Hello<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>Hi there<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>Who are you<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>I am an assistant<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|USER_TOKEN|>Another question<|END_OF_TURN_TOKEN|><|START_OF_TURN_TOKEN|><|CHATBOT_TOKEN|>",
         // Llama 3
         "<|start_header_id|>system<|end_header_id|>\n\nYou are a helpful assistant<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nHello<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\nHi there<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nWho are you<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\nI am an assistant<|eot_id|><|start_header_id|>user<|end_header_id|>\n\nAnother question<|eot_id|><|start_header_id|>assistant<|end_header_id|>\n\n",
-        // Phi 3
-        "<|system|>\nYou are a helpful assistant<|end|>\n<|user|>\nHello<|end|>\n<|assistant|>\nHi there<|end|>\n<|user|>\nWho are you<|end|>\n<|assistant|>\nI am an assistant<|end|>\n<|user|>\nAnother question<|end|>\n<|assistant|>\n",
+        //Phi-3-mini
+        "<|system|>\nYou are a helpful assistant<|end|>\n<|user|>\nHello<|end|>\n<|assistant|>\nHi there<|end|>\n<|user|>\nWho are you<|end|>\n<|assistant|>\n   I am an assistant   <|end|>\n<|user|>\nAnother question<|end|>\n<|assistant|>\n",
+        //Phi-3-small
+        "<|system|>\nYou are a helpful assistant<|end|>\n<|user|>\nHello<|end|>\n<|assistant|>\nHi there<|end|>\n<|user|>\nWho are you<|end|>\n<|assistant|>\n   I am an assistant   <|end|>\n<|user|>\nAnother question<|end|>\n<|assistant|>\n",
+        //Phi-3-medium
+        "<|system|>\nYou are a helpful assistant<|end|>\n<|user|>\nHello<|end|>\n<|assistant|>\nHi there<|end|>\n<|user|>\nWho are you<|end|>\n<|assistant|>\n   I am an assistant   <|end|>\n<|user|>\nAnother question<|end|>\n<|assistant|>\n",
+        //Phi-3-vision
+        "<|system|>\nYou are a helpful assistant<|end|>\n<|user|>\nHello<|end|>\n<|assistant|>\nHi there<|end|>\n<|user|>\nWho are you<|end|>\n<|assistant|>\n   I am an assistant   <|end|>\n<|user|>\nAnother question<|end|>\n<|assistant|>\n",
     };
     std::vector<char> formatted_chat(1024);
     int32_t res;
diff --git a/tests/test-grad0.cpp b/tests/test-grad0.cpp
index 8ff76c891..21ca43be3 100644
--- a/tests/test-grad0.cpp
+++ b/tests/test-grad0.cpp
@@ -1515,90 +1515,50 @@ int main(int argc, const char ** argv) {
         }
 
         // flash_attn f32
-        {
-            srand(seed);
-            const int nargs = 3;
+        // TODO: adapt to ggml_flash_attn_ext() changes
+        //{
+        //    srand(seed);
+        //    const int nargs = 3;
 
-            int64_t ne2[4];
+        //    int64_t ne2[4];
 
-            get_random_dims(ne2, 4);
-            int64_t D = ne2[0];
-            int64_t N = ne2[1];
-            int64_t M = ne2[2] + N;
-            int64_t B = ne2[3];
+        //    get_random_dims(ne2, 4);
+        //    int64_t D = ne2[0];
+        //    int64_t N = ne2[1];
+        //    int64_t M = ne2[2] + N;
+        //    int64_t B = ne2[3];
 
-            for (int masked = 0; masked <= 1; ++masked) {
-                for (int ndims = 2; ndims <= 4; ++ndims) {
-                    int max_nrep = (ndims >= 3) ? 2 : 1;
-                    for (int nrep = 1; nrep < max_nrep; ++nrep) {
-                        int64_t neq[4] = { D, N, B*nrep, ne[3] };
-                        int64_t nek[4] = { D, M, B, ne[3] };
-                        int64_t nev[4] = { M, D, B, ne[3] };
-                        if (ndims == 2) {
-                            neq[2] = 1; neq[3] = 1;
-                            nek[2] = 1; nek[3] = 1;
-                            nev[2] = 1; nev[3] = 1;
-                        } else if (ndims == 3) {
-                            neq[3] = 1;
-                            nek[3] = 1;
-                            nev[3] = 1;
-                        }
-                        x[0] = get_random_tensor_f32(ctx0, ndims, neq, -0.1250f, 0.1250f);
-                        x[1] = get_random_tensor_f32(ctx0, ndims, nek, -0.1250f, 0.1250f);
-                        x[2] = get_random_tensor_f32(ctx0, ndims, nev, -0.1250f, 0.1250f);
-                        ggml_set_param(ctx0, x[0]);
-                        ggml_set_param(ctx0, x[1]);
-                        ggml_set_param(ctx0, x[2]);
+        //    for (int masked = 0; masked <= 1; ++masked) {
+        //        for (int ndims = 2; ndims <= 4; ++ndims) {
+        //            int max_nrep = (ndims >= 3) ? 2 : 1;
+        //            for (int nrep = 1; nrep < max_nrep; ++nrep) {
+        //                int64_t neq[4] = { D, N, B*nrep, ne[3] };
+        //                int64_t nek[4] = { D, M, B, ne[3] };
+        //                int64_t nev[4] = { M, D, B, ne[3] };
+        //                if (ndims == 2) {
+        //                    neq[2] = 1; neq[3] = 1;
+        //                    nek[2] = 1; nek[3] = 1;
+        //                    nev[2] = 1; nev[3] = 1;
+        //                } else if (ndims == 3) {
+        //                    neq[3] = 1;
+        //                    nek[3] = 1;
+        //                    nev[3] = 1;
+        //                }
+        //                x[0] = get_random_tensor_f32(ctx0, ndims, neq, -0.1250f, 0.1250f);
+        //                x[1] = get_random_tensor_f32(ctx0, ndims, nek, -0.1250f, 0.1250f);
+        //                x[2] = get_random_tensor_f32(ctx0, ndims, nev, -0.1250f, 0.1250f);
+        //                ggml_set_param(ctx0, x[0]);
+        //                ggml_set_param(ctx0, x[1]);
+        //                ggml_set_param(ctx0, x[2]);
 
-                        struct ggml_tensor * f = ggml_sum(ctx0, ggml_flash_attn(ctx0, x[0], x[1], x[2], (masked == 0)));
+        //                struct ggml_tensor * f = ggml_sum(ctx0, ggml_flash_attn(ctx0, x[0], x[1], x[2], (masked == 0)));
 
-                        check_gradient("flash_attn f32", ctx0, x, f, ndims, nargs, 1.5e-4f, 1e-3f, INFINITY);
-                    }
-                }
-            }
-        }
+        //                check_gradient("flash_attn f32", ctx0, x, f, ndims, nargs, 1.5e-4f, 1e-3f, INFINITY);
+        //            }
+        //        }
+        //    }
+        //}
 
-        // flash_attn f16, not yet fully implemented
-        if(0)
-        {
-            srand(seed);
-            const int nargs = 3;
-
-            int64_t ne2[4];
-
-            get_random_dims(ne2, 4);
-            int64_t D = ne2[0];
-            int64_t N = ne2[1];
-            int64_t M = ne2[2] + N;
-            int64_t B = ne2[3];
-
-            for (int masked = 0; masked <= 1; ++masked) {
-                for (int ndims = 2; ndims <= 4; ++ndims) {
-                    int64_t neq[4] = { D, N, B, ne[3] };
-                    int64_t nek[4] = { D, M, B, ne[3] };
-                    int64_t nev[4] = { M, D, B, ne[3] };
-                    if (ndims == 2) {
-                        neq[2] = 1; neq[3] = 1;
-                        nek[2] = 1; nek[3] = 1;
-                        nev[2] = 1; nev[3] = 1;
-                    } else if (ndims == 3) {
-                        neq[3] = 1;
-                        nek[3] = 1;
-                        nev[3] = 1;
-                    }
-                    x[0] = get_random_tensor_f16(ctx0, ndims, neq, -0.1250f, 0.1250f);
-                    x[1] = get_random_tensor_f16(ctx0, ndims, nek, -0.1250f, 0.1250f);
-                    x[2] = get_random_tensor_f16(ctx0, ndims, nev, -0.1250f, 0.1250f);
-                    ggml_set_param(ctx0, x[0]);
-                    ggml_set_param(ctx0, x[1]);
-                    ggml_set_param(ctx0, x[2]);
-
-                    struct ggml_tensor * f = ggml_sum(ctx0, ggml_flash_attn(ctx0, x[0], x[1], x[2], (masked == 0)));
-
-                    check_gradient("flash_attn f16", ctx0, x, f, ndims, nargs, 1.5e-4f, 1e-3f, INFINITY);
-                }
-            }
-        }
         ggml_free(ctx0);
     }
 
diff --git a/tests/test-grammar-integration.cpp b/tests/test-grammar-integration.cpp
index 1a4004e2a..01c5bb27a 100644
--- a/tests/test-grammar-integration.cpp
+++ b/tests/test-grammar-integration.cpp
@@ -28,6 +28,19 @@ static llama_grammar* build_grammar(const std::string & grammar_str) {
     return grammar;
 }
 
+static bool test_build_grammar_fails(const std::string & grammar_str) {
+    fprintf(stderr, "⚫ Testing failure for grammar: %s\n", grammar_str.c_str());
+    bool grammar_fails = false;
+    try {
+        build_grammar(grammar_str);
+        fprintf(stderr, "  ❌ Expected build failure, but succeeded\n");
+    } catch (const std::exception & err) {
+        grammar_fails = true;
+        fprintf(stdout, "  ✅︎\n");
+    }
+    return grammar_fails;
+}
+
 static bool match_string(const std::string & input, llama_grammar* grammar) {
     auto decoded = decode_utf8(input, {});
 
@@ -320,6 +333,38 @@ number ::= [0-9]+)""";
     fprintf(stderr, "  ✅︎ Passed\n");
 }
 
+static void test_failure_left_recursion() {
+    fprintf(stderr, "⚫ Testing left recursion detection:\n");
+
+    // Test simple left recursion detection
+    const std::string simple_str = R"""(root ::= "a" | root "a")""";
+    assert(test_build_grammar_fails(simple_str));
+
+    // Test more complicated left recursion detection
+    const std::string medium_str = R"""(
+root ::= asdf
+asdf ::= "a" | asdf "a"
+)""";
+    assert(test_build_grammar_fails(medium_str));
+
+    // Test even more complicated left recursion detection
+    const std::string hard_str = R"""(
+root ::= asdf
+asdf ::= "a" | foo "b"
+foo ::= "c" | asdf "d" | "e")""";
+    assert(test_build_grammar_fails(hard_str));
+
+    // Test yet even more complicated left recursion detection
+    const std::string hardest_str = R"""(
+root ::= asdf
+asdf ::= "a" | foo "b"
+foo ::= "c" | empty asdf "d" | "e"
+empty ::= "blah" | )""";
+    assert(test_build_grammar_fails(hardest_str));
+
+    fprintf(stderr, "  ✅︎ Passed\n");
+}
+
 int main() {
     fprintf(stdout, "Running grammar integration tests...\n");
     test_simple_grammar();
@@ -327,6 +372,7 @@ int main() {
     test_quantifiers();
     test_failure_missing_root();
     test_failure_missing_reference();
+    test_failure_left_recursion();
     fprintf(stdout, "All tests passed.\n");
     return 0;
 }
diff --git a/tests/test-tokenizer-0.sh b/tests/test-tokenizer-0.sh
index 2fb8632d8..4d2b83655 100755
--- a/tests/test-tokenizer-0.sh
+++ b/tests/test-tokenizer-0.sh
@@ -17,12 +17,19 @@ make -j tests/test-tokenizer-0
 
 printf "Testing %s on %s ...\n" $name $input
 
-python3 ./tests/test-tokenizer-0.py ./models/tokenizers/$name --fname-tok $input > /tmp/test-tokenizer-0-$name-py.log 2>&1
-cat /tmp/test-tokenizer-0-$name-py.log | grep "tokenized in"
+set -e
 
+printf "Tokenizing using (py)  Python AutoTokenizer ...\n"
+python3 ./tests/test-tokenizer-0.py ./models/tokenizers/$name --fname-tok $input > /tmp/test-tokenizer-0-$name-py.log 2>&1
+
+printf "Tokenizing using (cpp) llama.cpp ...\n"
 ./tests/test-tokenizer-0 ./models/ggml-vocab-$name.gguf $input > /tmp/test-tokenizer-0-$name-cpp.log 2>&1
+
+cat /tmp/test-tokenizer-0-$name-py.log | grep "tokenized in"
 cat /tmp/test-tokenizer-0-$name-cpp.log | grep "tokenized in"
 
+set +e
+
 diff $input.tok $input.tokcpp > /dev/null 2>&1
 
 if [ $? -eq 0 ]; then
diff --git a/tests/test-tokenizer-1-bpe.cpp b/tests/test-tokenizer-1-bpe.cpp
index a0e2caf94..209a04ad6 100644
--- a/tests/test-tokenizer-1-bpe.cpp
+++ b/tests/test-tokenizer-1-bpe.cpp
@@ -13,15 +13,27 @@
 #include <vector>
 
 int main(int argc, char **argv) {
-    if (argc < 2) {
-        fprintf(stderr, "Usage: %s <vocab-file>\n", argv[0]);
+    if (argc < 2 || argc > 3) {
+        fprintf(stderr, "Usage: %s <vocab-file> [--ignore-merges]\n", argv[0]);
         return 1;
     }
 
     const std::string fname = argv[1];
+    bool ignore_merges = false;
+    if (argc == 3) {
+        if (std::strcmp(argv[2], "--ignore-merges") != 0) {
+            fprintf(stderr, "Usage: %s <vocab-file> [--ignore-merges]\n", argv[0]);
+            return 1;
+        }
+        ignore_merges = true;
+    }
 
     fprintf(stderr, "%s : reading vocab from: '%s'\n", __func__, fname.c_str());
 
+    if (ignore_merges) {
+        fprintf(stderr, "%s : ignoring merges for tokens inside vocab\n", __func__);
+    }
+
     llama_model * model;
     llama_context * ctx;
 
@@ -65,7 +77,19 @@ int main(int argc, char **argv) {
         std::string str = llama_detokenize_bpe(ctx, std::vector<int>(1, i));
         try {
             auto cps = unicode_cpts_from_utf8(str);
-            std::vector<llama_token> tokens = llama_tokenize(ctx, str, false);
+            std::vector<llama_token> tokens = llama_tokenize(ctx, str, false, true);
+            if (ignore_merges && tokens.size() > 1) {
+                fprintf(stderr,
+                        "%s : error: token %d detokenizes to '%s'(%zu) but "
+                        "tokenization of this to multiple tokens: [",
+                        __func__, i, str.c_str(), str.length());
+                fprintf(stderr, "%d", tokens[0]);
+                for (size_t i = 1; i < tokens.size(); i++) {
+                    fprintf(stderr, ", %d", tokens[i]);
+                }
+                fprintf(stderr, "]\n");
+                return 2;
+            }
             std::string check = llama_detokenize_bpe(ctx, tokens);
             if (check != str) {
                 fprintf(stderr, "%s : error: token %d detokenizes to '%s'(%zu) but tokenization of this detokenizes to '%s'(%zu)\n",
diff --git a/tests/test-tokenizer-random.py b/tests/test-tokenizer-random.py
new file mode 100644
index 000000000..ec1b2837c
--- /dev/null
+++ b/tests/test-tokenizer-random.py
@@ -0,0 +1,341 @@
+# Test libllama tokenizer == AutoTokenizer.
+# Brute force random words/text generation.
+#
+# Sample usage:
+#
+#   python3 tests/test-tokenizer-random.py ./models/ggml-vocab-llama-bpe.gguf ./models/tokenizers/llama-bpe
+#
+
+import time
+import logging
+import argparse
+import subprocess
+import random
+
+from typing import Callable, Iterator
+
+import cffi
+from transformers import AutoTokenizer
+
+logger = logging.getLogger("test-tokenizer-random-bpe")
+
+
+class LibLlama:
+
+    DEFAULT_PATH_LLAMA_H = "./llama.h"
+    DEFAULT_PATH_LIBLLAMA = "./build/libllama.so"  # CMakeLists.txt: BUILD_SHARED_LIBS ON
+
+    def __init__(self, path_llama_h: str = None, path_libllama: str = None):
+        path_llama_h = path_llama_h or self.DEFAULT_PATH_LLAMA_H
+        path_libllama = path_libllama or self.DEFAULT_PATH_LIBLLAMA
+        (self.ffi, self.lib) = self._load_libllama_cffi(path_llama_h, path_libllama)
+        self.lib.llama_backend_init()
+
+    def _load_libllama_cffi(self, path_llama_h: str, path_libllama: str):
+        cmd = ["gcc", "-E", "-P", "-D__restrict=", "-D__attribute__(x)=", "-D__asm__(x)=", path_llama_h]
+        res = subprocess.run(cmd, stdout=subprocess.PIPE)
+        assert (res.returncode == 0)
+        source = res.stdout.decode()
+        ffi = cffi.FFI()
+        if True:  # workarounds for pycparser
+            source = "typedef struct { } __builtin_va_list;" + "\n" + source
+            source = source.replace("sizeof (int)",    str(ffi.sizeof("int")))
+            source = source.replace("sizeof (void *)", str(ffi.sizeof("void*")))
+            source = source.replace("sizeof (size_t)", str(ffi.sizeof("size_t")))
+            source = source.replace("sizeof(int32_t)", str(ffi.sizeof("int32_t")))
+        ffi.cdef(source, override=True)
+        lib = ffi.dlopen(path_libllama)
+        return (ffi, lib)
+
+    def model_default_params(self, **kwargs):
+        mparams = self.lib.llama_model_default_params()
+        for k, v in kwargs.items():
+            setattr(mparams, k, v)
+        return mparams
+
+    def context_default_params(self, **kwargs):
+        cparams = self.lib.llama_context_default_params()
+        for k, v in kwargs.items():
+            setattr(cparams, k, v)
+        return cparams
+
+
+class LibLlamaModel:
+
+    def __init__(self, libllama: LibLlama, path_model: str, mparams={}, cparams={}):
+        self.lib = libllama.lib
+        self.ffi = libllama.ffi
+        if isinstance(mparams, dict):
+            mparams = libllama.model_default_params(**mparams)
+        self.model = self.lib.llama_load_model_from_file(path_model.encode(), mparams)
+        if not self.model:
+            raise RuntimeError("error: failed to load model '%s'" % path_model)
+        if isinstance(cparams, dict):
+            cparams = libllama.context_default_params(**cparams)
+        self.ctx = self.lib.llama_new_context_with_model(self.model, cparams)
+        if not self.ctx:
+            raise RuntimeError("error: failed to create context for model '%s'" % path_model)
+        n_tokens_max = self.lib.llama_n_ctx(self.ctx)
+        self.token_ids = self.ffi.new("llama_token[]", n_tokens_max)
+
+    def free(self):
+        if self.ctx:
+            self.lib.llama_free(self.ctx)
+        if self.model:
+            self.lib.llama_free_model(self.model)
+        self.ctx = None
+        self.model = None
+        self.lib = None
+
+    def tokenize(self, text: str, n_tokens_max: int = 0, add_special: bool = False, parse_special: bool = False) -> list[int]:
+        n_tokens_max = n_tokens_max if n_tokens_max > 0 else len(self.token_ids)
+        text = text.encode("utf-8")
+        num = self.lib.llama_tokenize(self.model, text, len(text), self.token_ids, n_tokens_max, add_special, parse_special)
+        if num < 0:
+            return []
+        return list(self.token_ids[0:num])
+
+
+def generator_custom_text() -> Iterator[str]:
+    """General tests"""
+    yield from [
+        "",
+        " ",
+        "  ",
+        "   ",
+        "\t",
+        "\n",
+        "\n\n",
+        "\n\n\n",
+        "\t\n",
+        "Hello world",
+        " Hello world",
+        "Hello World",
+        " Hello World",
+        " Hello World!",
+        "Hello, world!",
+        " Hello, world!",
+        " this is 🦙.cpp",
+        "w048 7tuijk dsdfhu",
+        "нещо на Български",
+        "កាន់តែពិសេសអាចខលចេញ",
+        "🚀 (normal) 😶‍🌫️ (multiple emojis concatenated) ✅ (only emoji that has its own token)",
+        "Hello",
+        " Hello",
+        "  Hello",
+        "   Hello",
+        "    Hello",
+        "    Hello\n    Hello",
+        " (",
+        "\n =",
+        "' era",
+        "Hello, y'all! How are you 😁 ?我想在apple工作1314151天～",
+        "3",
+        "33",
+        "333",
+        "3333",
+        "33333",
+        "333333",
+        "3333333",
+        "33333333",
+        "333333333",
+    ]
+
+
+def generator_custom_text_edge_cases() -> Iterator[str]:
+    """Edge cases found while debugging"""
+    yield from [
+        '\x1f-a',     # unicode_ranges_control, {0x00001C, 0x00001F}
+        '¼-a',        # unicode_ranges_digit, 0x00BC
+        '½-a',        # unicode_ranges_digit, 0x00BD
+        '¾-a',        # unicode_ranges_digit, 0x00BE
+        'a 〇b',      # unicode_ranges_digit, 0x3007
+        'Ⅵ-a',       # unicode_ranges_digit, {0x00002150, 0x0000218F} // Number Forms
+        '\uFEFF//',   # unicode_ranges_control, 0xFEFF (BOM)
+        'Cửa Việt',   # llama-3, ignore_merges = true
+        '<s>a',       # Phi-3 fail
+        '<unk><|endoftext|><s>',  # Phi-3 fail
+        'a\na',       # TODO: Bert fail
+    ]
+
+
+def generator_random_special_tokens(tokenizer, iterations=100) -> Iterator[str]:
+    special_tokens = set(tokenizer.all_special_tokens)
+    special_tokens.update([" ", "\n", "\t", "-", "!", "one", "1", "<s>", "</s>"])
+    special_tokens = list(sorted(special_tokens))
+    rand = random.Random()
+    for m in range(iterations):
+        rand.seed(m)
+        words = rand.choices(special_tokens, k=500)
+        if words[0] == tokenizer.bos_token:  # skip spam warning of double BOS
+            while len(words) > 1 and words[1] == tokenizer.bos_token:  # leave one starting BOS
+                words.pop(0)
+            if tokenizer.add_bos_token:  # drop all starting BOS
+                words.pop(0)
+        yield "".join(words)
+
+
+def generator_vocab_words(vocab: list[str]) -> Iterator[str]:
+    """Brute force check all vocab words"""
+    yield from vocab
+
+
+def generator_random_chars(iterations=100) -> Iterator[str]:
+    """Brute force random text with simple characters"""
+
+    WHITESPACES = list(" " * 20 + "\n" * 5 + "\r\n" * 5 + "\t" * 5)
+    CHARS = list(sorted(set("""
+        ABCDEFGHIJKLMNOPQRSTUVWXYZ
+        abcdefghijklmnopqrstuvwxyz
+        ÁÉÍÓÚÀÈÌÒÙÂÊÎÔÛÄËÏÖÜ
+        áéíóúàèìòùâêîôûäëïöü
+        .-,*/-+ª!"·$%&/()=?¿[]{}<>\\|@#~½¬~;:_
+    """)))
+
+    rand = random.Random()
+    for m in range(iterations):
+        rand.seed(m)
+        text = []
+        num_words = rand.randint(300, 400)
+        for i in range(num_words):
+            k = rand.randint(1, 7)
+            word = rand.choices(CHARS, k=k)
+            space = rand.choice(WHITESPACES)
+            text.append("".join(word) + space)
+        yield "".join(text)
+
+
+def generator_random_vocab_chars(vocab: list[str], iterations=100) -> Iterator[str]:
+    """Brute force random text with vocab characters"""
+
+    vocab_chars = set()
+    for word in vocab:
+        vocab_chars.update(word)
+    vocab_chars = list(sorted(vocab_chars))
+
+    rand = random.Random()
+    for m in range(iterations):
+        rand.seed(m)
+        text = rand.choices(vocab_chars, k=1024)
+        yield "".join(text)
+
+
+def generator_random_vocab_words(vocab: list[str], iterations=100) -> Iterator[str]:
+    """Brute force random text from vocab words"""
+
+    vocab = [w.strip() for w in vocab]
+    yield from vocab
+
+    rand = random.Random()
+    for m in range(iterations):
+        rand.seed(m)
+        text = []
+        num_words = rand.randint(300, 400)
+        for i in range(num_words):
+            k = rand.randint(1, 3)
+            words = rand.choices(vocab, k=k)
+            sep = rand.choice("     \n\r\t")
+            text.append("".join(words) + sep)
+        yield "".join(text)
+
+
+def generator_random_bytes(iterations=100) -> Iterator[str]:
+    """Brute force random bytes"""
+
+    WHITESPACES = list(" " * 20 + "\n" * 5 + "\r\n" * 5 + "\t" * 5)
+
+    rand = random.Random()
+    for m in range(iterations):
+        rand.seed(m)
+        text = []
+        num_words = rand.randint(300, 400)
+        for i in range(num_words):
+            k = rand.randint(1, 8)
+            word = [chr(r) for r in rand.randbytes(k) if r]
+            word.append(rand.choice(WHITESPACES))
+            text.append("".join(word))
+        yield "".join(text)
+
+
+def test_compare_tokenizer(func_tokenize1: Callable, func_tokenize2: Callable, generator: Iterator[str]):
+
+    def find_first_mismatch(ids1: list[int], ids2: list[int]):
+        for i, (a, b) in enumerate(zip(ids1, ids2)):
+            if a != b:
+                return i
+        if len(ids1) == len(ids2):
+            return -1
+        return min(len(ids1), len(ids2))
+
+    t0 = time.perf_counter()
+    logger.info("%s: %s" % (generator.__name__, "ini"))
+    for text in generator:
+        ids1 = func_tokenize1(text)
+        ids2 = func_tokenize2(text)
+        if ids1 != ids2:
+            i = find_first_mismatch(ids1, ids2)
+            ids1 = list(ids1)[max(0, i - 2) : i + 2 + 1]
+            ids2 = list(ids2)[max(0, i - 2) : i + 2 + 1]
+            logger.info(" TokenIDs: " + str(ids1))
+            logger.info(" Expected: " + str(ids2))
+            raise Exception()
+    t1 = time.perf_counter()
+    logger.info("%s: end, time: %.3f secs" % (generator.__name__, t1 - t0))
+
+
+def main(argv: list[str] = None):
+    parser = argparse.ArgumentParser()
+    parser.add_argument("vocab_file", help="path to vocab 'gguf' file")
+    parser.add_argument("dir_tokenizer", help="directory containing 'tokenizer.model' file")
+    parser.add_argument("--verbose", action="store_true", help="increase output verbosity")
+    args = parser.parse_args(argv)
+
+    logging.basicConfig(level=logging.DEBUG if args.verbose else logging.INFO)
+
+    model = LibLlamaModel(LibLlama(), args.vocab_file, mparams=dict(vocab_only=True), cparams=dict(n_ctx=4096))
+    tokenizer = AutoTokenizer.from_pretrained(args.dir_tokenizer)
+
+    def func_tokenize1(text: str):
+        return model.tokenize(text, add_special=True, parse_special=True)
+
+    def func_tokenize2(text: str):
+        return tokenizer.encode(text, add_special_tokens=True)
+
+    ids = func_tokenize2("a")
+    assert 1 <= len(ids) <= 3
+    add_bos_token = len(ids) > 1 and tokenizer.bos_token_id == ids[0]
+    tokenizer.add_bos_token = getattr(tokenizer, "add_bos_token", add_bos_token)
+
+    vocab = list(sorted(tokenizer.batch_decode(list(tokenizer.get_vocab().values()), skip_special_tokens=True)))
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_custom_text())
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_custom_text_edge_cases())
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_random_special_tokens(tokenizer, 10_000))
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_vocab_words(vocab))
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_random_chars(10_000))
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_random_vocab_chars(vocab, 10_000))
+    test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_random_vocab_words(vocab, 5_000))
+    # test_compare_tokenizer(func_tokenize1, func_tokenize2, generator_random_bytes(10_000)) # FAIL
+
+    model.free()
+
+
+if __name__ == "__main__":
+    # main()
+
+    path_tokenizers = "./models/tokenizers/"
+    path_vocab_format = "./models/ggml-vocab-%s.gguf"
+
+    # import os
+    # tokenizers = os.listdir(path_tokenizers)
+    tokenizers = [
+        # "llama-spm",   # SPM
+        # "phi-3",       # SPM
+        "jina-v2-en",  # WPM
+        "bert-bge",    # WPM
+    ]
+
+    for tokenizer in tokenizers:
+        print("\n" + "=" * 50 + "\n" + tokenizer + "\n")  # noqa
+        vocab_file = path_vocab_format % tokenizer
+        dir_tokenizer = path_tokenizers + "/" + tokenizer
+        main([vocab_file, dir_tokenizer, "--verbose"])
diff --git a/unicode-data.cpp b/unicode-data.cpp
index 07bf02c45..d7c1c898d 100644
--- a/unicode-data.cpp
+++ b/unicode-data.cpp
@@ -1,1693 +1,6983 @@
-#include "unicode-data.h"
+// generated with scripts/gen-unicode-data.py
+
+#include "unicode-data.h"
 
 #include <cstdint>
-#include <map>
-#include <utility>
 #include <vector>
+#include <unordered_map>
+#include <unordered_set>
 
-// generated with scripts/gen-unicode-data.py
-//
-// TODO: generate unicode_map_lowercase
-// TODO: generate unicode_map_nfd
-
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_number = {
-{0x00000030, 0x00000039}, {0x000000B2, 0x000000B3}, {0x000000B9, 0x000000B9}, {0x000000BC, 0x000000BE},
-{0x00000660, 0x00000669}, {0x000006F0, 0x000006F9}, {0x000007C0, 0x000007C9}, {0x00000966, 0x0000096F},
-{0x000009E6, 0x000009EF}, {0x000009F4, 0x000009F9}, {0x00000A66, 0x00000A6F}, {0x00000AE6, 0x00000AEF},
-{0x00000B66, 0x00000B6F}, {0x00000B72, 0x00000B77}, {0x00000BE6, 0x00000BF2}, {0x00000C66, 0x00000C6F},
-{0x00000C78, 0x00000C7E}, {0x00000CE6, 0x00000CEF}, {0x00000D58, 0x00000D5E}, {0x00000D66, 0x00000D78},
-{0x00000DE6, 0x00000DEF}, {0x00000E50, 0x00000E59}, {0x00000ED0, 0x00000ED9}, {0x00000F20, 0x00000F33},
-{0x00001040, 0x00001049}, {0x00001090, 0x00001099}, {0x00001369, 0x0000137C}, {0x000016EE, 0x000016F0},
-{0x000017E0, 0x000017E9}, {0x000017F0, 0x000017F9}, {0x00001810, 0x00001819}, {0x00001946, 0x0000194F},
-{0x000019D0, 0x000019DA}, {0x00001A80, 0x00001A89}, {0x00001A90, 0x00001A99}, {0x00001B50, 0x00001B59},
-{0x00001BB0, 0x00001BB9}, {0x00001C40, 0x00001C49}, {0x00001C50, 0x00001C59}, {0x00002070, 0x00002070},
-{0x00002074, 0x00002079}, {0x00002080, 0x00002089}, {0x00002150, 0x00002182}, {0x00002185, 0x00002189},
-{0x00002460, 0x0000249B}, {0x000024EA, 0x000024FF}, {0x00002776, 0x00002793}, {0x00002CFD, 0x00002CFD},
-{0x00003007, 0x00003007}, {0x00003021, 0x00003029}, {0x00003038, 0x0000303A}, {0x00003192, 0x00003195},
-{0x00003220, 0x00003229}, {0x00003248, 0x0000324F}, {0x00003251, 0x0000325F}, {0x00003280, 0x00003289},
-{0x000032B1, 0x000032BF}, {0x0000A620, 0x0000A629}, {0x0000A6E6, 0x0000A6EF}, {0x0000A830, 0x0000A835},
-{0x0000A8D0, 0x0000A8D9}, {0x0000A900, 0x0000A909}, {0x0000A9D0, 0x0000A9D9}, {0x0000A9F0, 0x0000A9F9},
-{0x0000AA50, 0x0000AA59}, {0x0000ABF0, 0x0000ABF9}, {0x0000FF10, 0x0000FF19}, {0x00010107, 0x00010133},
-{0x00010140, 0x00010178}, {0x0001018A, 0x0001018B}, {0x000102E1, 0x000102FB}, {0x00010320, 0x00010323},
-{0x00010341, 0x00010341}, {0x0001034A, 0x0001034A}, {0x000103D1, 0x000103D5}, {0x000104A0, 0x000104A9},
-{0x00010858, 0x0001085F}, {0x00010879, 0x0001087F}, {0x000108A7, 0x000108AF}, {0x000108FB, 0x000108FF},
-{0x00010916, 0x0001091B}, {0x000109BC, 0x000109BD}, {0x000109C0, 0x000109CF}, {0x000109D2, 0x000109FF},
-{0x00010A40, 0x00010A48}, {0x00010A7D, 0x00010A7E}, {0x00010A9D, 0x00010A9F}, {0x00010AEB, 0x00010AEF},
-{0x00010B58, 0x00010B5F}, {0x00010B78, 0x00010B7F}, {0x00010BA9, 0x00010BAF}, {0x00010CFA, 0x00010CFF},
-{0x00010D30, 0x00010D39}, {0x00010E60, 0x00010E7E}, {0x00010F1D, 0x00010F26}, {0x00010F51, 0x00010F54},
-{0x00010FC5, 0x00010FCB}, {0x00011052, 0x0001106F}, {0x000110F0, 0x000110F9}, {0x00011136, 0x0001113F},
-{0x000111D0, 0x000111D9}, {0x000111E1, 0x000111F4}, {0x000112F0, 0x000112F9}, {0x00011450, 0x00011459},
-{0x000114D0, 0x000114D9}, {0x00011650, 0x00011659}, {0x000116C0, 0x000116C9}, {0x00011730, 0x0001173B},
-{0x000118E0, 0x000118F2}, {0x00011950, 0x00011959}, {0x00011C50, 0x00011C6C}, {0x00011D50, 0x00011D59},
-{0x00011DA0, 0x00011DA9}, {0x00011F50, 0x00011F59}, {0x00011FC0, 0x00011FD4}, {0x00012400, 0x0001246E},
-{0x00016A60, 0x00016A69}, {0x00016AC0, 0x00016AC9}, {0x00016B50, 0x00016B59}, {0x00016B5B, 0x00016B61},
-{0x00016E80, 0x00016E96}, {0x0001D2C0, 0x0001D2D3}, {0x0001D2E0, 0x0001D2F3}, {0x0001D360, 0x0001D378},
-{0x0001D7CE, 0x0001D7FF}, {0x0001E140, 0x0001E149}, {0x0001E2F0, 0x0001E2F9}, {0x0001E4F0, 0x0001E4F9},
-{0x0001E8C7, 0x0001E8CF}, {0x0001E950, 0x0001E959}, {0x0001EC71, 0x0001ECAB}, {0x0001ECAD, 0x0001ECAF},
-{0x0001ECB1, 0x0001ECB4}, {0x0001ED01, 0x0001ED2D}, {0x0001ED2F, 0x0001ED3D}, {0x0001F100, 0x0001F10C},
-{0x0001FBF0, 0x0001FBF9},
+const std::vector<std::pair<uint32_t, uint16_t>> unicode_ranges_flags = {  // start, flags // last=next_start-1
+{0x000000, 0x0080},
+{0x000020, 0x0008},
+{0x000021, 0x0020},
+{0x000024, 0x0040},
+{0x000025, 0x0020},
+{0x00002B, 0x0040},
+{0x00002C, 0x0020},
+{0x000030, 0x0002},
+{0x00003A, 0x0020},
+{0x00003C, 0x0040},
+{0x00003F, 0x0020},
+{0x000041, 0x0004},
+{0x00005B, 0x0020},
+{0x00005E, 0x0040},
+{0x00005F, 0x0020},
+{0x000060, 0x0040},
+{0x000061, 0x0004},
+{0x00007B, 0x0020},
+{0x00007C, 0x0040},
+{0x00007D, 0x0020},
+{0x00007E, 0x0040},
+{0x00007F, 0x0080},
+{0x0000A0, 0x0008},
+{0x0000A1, 0x0020},
+{0x0000A2, 0x0040},
+{0x0000A7, 0x0020},
+{0x0000A8, 0x0040},
+{0x0000AA, 0x0004},
+{0x0000AB, 0x0020},
+{0x0000AC, 0x0040},
+{0x0000AD, 0x0080},
+{0x0000AE, 0x0040},
+{0x0000B2, 0x0002},
+{0x0000B4, 0x0040},
+{0x0000B5, 0x0004},
+{0x0000B6, 0x0020},
+{0x0000B8, 0x0040},
+{0x0000B9, 0x0002},
+{0x0000BA, 0x0004},
+{0x0000BB, 0x0020},
+{0x0000BC, 0x0002},
+{0x0000BF, 0x0020},
+{0x0000C0, 0x0004},
+{0x0000D7, 0x0040},
+{0x0000D8, 0x0004},
+{0x0000F7, 0x0040},
+{0x0000F8, 0x0004},
+{0x0002C2, 0x0040},
+{0x0002C6, 0x0004},
+{0x0002D2, 0x0040},
+{0x0002E0, 0x0004},
+{0x0002E5, 0x0040},
+{0x0002EC, 0x0004},
+{0x0002ED, 0x0040},
+{0x0002EE, 0x0004},
+{0x0002EF, 0x0040},
+{0x000300, 0x0010},
+{0x000370, 0x0004},
+{0x000375, 0x0040},
+{0x000376, 0x0004},
+{0x000378, 0x0080},
+{0x00037A, 0x0004},
+{0x00037E, 0x0020},
+{0x00037F, 0x0004},
+{0x000380, 0x0080},
+{0x000384, 0x0040},
+{0x000386, 0x0004},
+{0x000387, 0x0020},
+{0x000388, 0x0004},
+{0x00038B, 0x0080},
+{0x00038C, 0x0004},
+{0x00038D, 0x0080},
+{0x00038E, 0x0004},
+{0x0003A2, 0x0080},
+{0x0003A3, 0x0004},
+{0x0003F6, 0x0040},
+{0x0003F7, 0x0004},
+{0x000482, 0x0040},
+{0x000483, 0x0010},
+{0x00048A, 0x0004},
+{0x000530, 0x0080},
+{0x000531, 0x0004},
+{0x000557, 0x0080},
+{0x000559, 0x0004},
+{0x00055A, 0x0020},
+{0x000560, 0x0004},
+{0x000589, 0x0020},
+{0x00058B, 0x0080},
+{0x00058D, 0x0040},
+{0x000590, 0x0080},
+{0x000591, 0x0010},
+{0x0005BE, 0x0020},
+{0x0005BF, 0x0010},
+{0x0005C0, 0x0020},
+{0x0005C1, 0x0010},
+{0x0005C3, 0x0020},
+{0x0005C4, 0x0010},
+{0x0005C6, 0x0020},
+{0x0005C7, 0x0010},
+{0x0005C8, 0x0080},
+{0x0005D0, 0x0004},
+{0x0005EB, 0x0080},
+{0x0005EF, 0x0004},
+{0x0005F3, 0x0020},
+{0x0005F5, 0x0080},
+{0x000606, 0x0040},
+{0x000609, 0x0020},
+{0x00060B, 0x0040},
+{0x00060C, 0x0020},
+{0x00060E, 0x0040},
+{0x000610, 0x0010},
+{0x00061B, 0x0020},
+{0x00061C, 0x0080},
+{0x00061D, 0x0020},
+{0x000620, 0x0004},
+{0x00064B, 0x0010},
+{0x000660, 0x0002},
+{0x00066A, 0x0020},
+{0x00066E, 0x0004},
+{0x000670, 0x0010},
+{0x000671, 0x0004},
+{0x0006D4, 0x0020},
+{0x0006D5, 0x0004},
+{0x0006D6, 0x0010},
+{0x0006DD, 0x0080},
+{0x0006DE, 0x0040},
+{0x0006DF, 0x0010},
+{0x0006E5, 0x0004},
+{0x0006E7, 0x0010},
+{0x0006E9, 0x0040},
+{0x0006EA, 0x0010},
+{0x0006EE, 0x0004},
+{0x0006F0, 0x0002},
+{0x0006FA, 0x0004},
+{0x0006FD, 0x0040},
+{0x0006FF, 0x0004},
+{0x000700, 0x0020},
+{0x00070E, 0x0080},
+{0x000710, 0x0004},
+{0x000711, 0x0010},
+{0x000712, 0x0004},
+{0x000730, 0x0010},
+{0x00074B, 0x0080},
+{0x00074D, 0x0004},
+{0x0007A6, 0x0010},
+{0x0007B1, 0x0004},
+{0x0007B2, 0x0080},
+{0x0007C0, 0x0002},
+{0x0007CA, 0x0004},
+{0x0007EB, 0x0010},
+{0x0007F4, 0x0004},
+{0x0007F6, 0x0040},
+{0x0007F7, 0x0020},
+{0x0007FA, 0x0004},
+{0x0007FB, 0x0080},
+{0x0007FD, 0x0010},
+{0x0007FE, 0x0040},
+{0x000800, 0x0004},
+{0x000816, 0x0010},
+{0x00081A, 0x0004},
+{0x00081B, 0x0010},
+{0x000824, 0x0004},
+{0x000825, 0x0010},
+{0x000828, 0x0004},
+{0x000829, 0x0010},
+{0x00082E, 0x0080},
+{0x000830, 0x0020},
+{0x00083F, 0x0080},
+{0x000840, 0x0004},
+{0x000859, 0x0010},
+{0x00085C, 0x0080},
+{0x00085E, 0x0020},
+{0x00085F, 0x0080},
+{0x000860, 0x0004},
+{0x00086B, 0x0080},
+{0x000870, 0x0004},
+{0x000888, 0x0040},
+{0x000889, 0x0004},
+{0x00088F, 0x0080},
+{0x000898, 0x0010},
+{0x0008A0, 0x0004},
+{0x0008CA, 0x0010},
+{0x0008E2, 0x0080},
+{0x0008E3, 0x0010},
+{0x000904, 0x0004},
+{0x00093A, 0x0010},
+{0x00093D, 0x0004},
+{0x00093E, 0x0010},
+{0x000950, 0x0004},
+{0x000951, 0x0010},
+{0x000958, 0x0004},
+{0x000962, 0x0010},
+{0x000964, 0x0020},
+{0x000966, 0x0002},
+{0x000970, 0x0020},
+{0x000971, 0x0004},
+{0x000981, 0x0010},
+{0x000984, 0x0080},
+{0x000985, 0x0004},
+{0x00098D, 0x0080},
+{0x00098F, 0x0004},
+{0x000991, 0x0080},
+{0x000993, 0x0004},
+{0x0009A9, 0x0080},
+{0x0009AA, 0x0004},
+{0x0009B1, 0x0080},
+{0x0009B2, 0x0004},
+{0x0009B3, 0x0080},
+{0x0009B6, 0x0004},
+{0x0009BA, 0x0080},
+{0x0009BC, 0x0010},
+{0x0009BD, 0x0004},
+{0x0009BE, 0x0010},
+{0x0009C5, 0x0080},
+{0x0009C7, 0x0010},
+{0x0009C9, 0x0080},
+{0x0009CB, 0x0010},
+{0x0009CE, 0x0004},
+{0x0009CF, 0x0080},
+{0x0009D7, 0x0010},
+{0x0009D8, 0x0080},
+{0x0009DC, 0x0004},
+{0x0009DE, 0x0080},
+{0x0009DF, 0x0004},
+{0x0009E2, 0x0010},
+{0x0009E4, 0x0080},
+{0x0009E6, 0x0002},
+{0x0009F0, 0x0004},
+{0x0009F2, 0x0040},
+{0x0009F4, 0x0002},
+{0x0009FA, 0x0040},
+{0x0009FC, 0x0004},
+{0x0009FD, 0x0020},
+{0x0009FE, 0x0010},
+{0x0009FF, 0x0080},
+{0x000A01, 0x0010},
+{0x000A04, 0x0080},
+{0x000A05, 0x0004},
+{0x000A0B, 0x0080},
+{0x000A0F, 0x0004},
+{0x000A11, 0x0080},
+{0x000A13, 0x0004},
+{0x000A29, 0x0080},
+{0x000A2A, 0x0004},
+{0x000A31, 0x0080},
+{0x000A32, 0x0004},
+{0x000A34, 0x0080},
+{0x000A35, 0x0004},
+{0x000A37, 0x0080},
+{0x000A38, 0x0004},
+{0x000A3A, 0x0080},
+{0x000A3C, 0x0010},
+{0x000A3D, 0x0080},
+{0x000A3E, 0x0010},
+{0x000A43, 0x0080},
+{0x000A47, 0x0010},
+{0x000A49, 0x0080},
+{0x000A4B, 0x0010},
+{0x000A4E, 0x0080},
+{0x000A51, 0x0010},
+{0x000A52, 0x0080},
+{0x000A59, 0x0004},
+{0x000A5D, 0x0080},
+{0x000A5E, 0x0004},
+{0x000A5F, 0x0080},
+{0x000A66, 0x0002},
+{0x000A70, 0x0010},
+{0x000A72, 0x0004},
+{0x000A75, 0x0010},
+{0x000A76, 0x0020},
+{0x000A77, 0x0080},
+{0x000A81, 0x0010},
+{0x000A84, 0x0080},
+{0x000A85, 0x0004},
+{0x000A8E, 0x0080},
+{0x000A8F, 0x0004},
+{0x000A92, 0x0080},
+{0x000A93, 0x0004},
+{0x000AA9, 0x0080},
+{0x000AAA, 0x0004},
+{0x000AB1, 0x0080},
+{0x000AB2, 0x0004},
+{0x000AB4, 0x0080},
+{0x000AB5, 0x0004},
+{0x000ABA, 0x0080},
+{0x000ABC, 0x0010},
+{0x000ABD, 0x0004},
+{0x000ABE, 0x0010},
+{0x000AC6, 0x0080},
+{0x000AC7, 0x0010},
+{0x000ACA, 0x0080},
+{0x000ACB, 0x0010},
+{0x000ACE, 0x0080},
+{0x000AD0, 0x0004},
+{0x000AD1, 0x0080},
+{0x000AE0, 0x0004},
+{0x000AE2, 0x0010},
+{0x000AE4, 0x0080},
+{0x000AE6, 0x0002},
+{0x000AF0, 0x0020},
+{0x000AF1, 0x0040},
+{0x000AF2, 0x0080},
+{0x000AF9, 0x0004},
+{0x000AFA, 0x0010},
+{0x000B00, 0x0080},
+{0x000B01, 0x0010},
+{0x000B04, 0x0080},
+{0x000B05, 0x0004},
+{0x000B0D, 0x0080},
+{0x000B0F, 0x0004},
+{0x000B11, 0x0080},
+{0x000B13, 0x0004},
+{0x000B29, 0x0080},
+{0x000B2A, 0x0004},
+{0x000B31, 0x0080},
+{0x000B32, 0x0004},
+{0x000B34, 0x0080},
+{0x000B35, 0x0004},
+{0x000B3A, 0x0080},
+{0x000B3C, 0x0010},
+{0x000B3D, 0x0004},
+{0x000B3E, 0x0010},
+{0x000B45, 0x0080},
+{0x000B47, 0x0010},
+{0x000B49, 0x0080},
+{0x000B4B, 0x0010},
+{0x000B4E, 0x0080},
+{0x000B55, 0x0010},
+{0x000B58, 0x0080},
+{0x000B5C, 0x0004},
+{0x000B5E, 0x0080},
+{0x000B5F, 0x0004},
+{0x000B62, 0x0010},
+{0x000B64, 0x0080},
+{0x000B66, 0x0002},
+{0x000B70, 0x0040},
+{0x000B71, 0x0004},
+{0x000B72, 0x0002},
+{0x000B78, 0x0080},
+{0x000B82, 0x0010},
+{0x000B83, 0x0004},
+{0x000B84, 0x0080},
+{0x000B85, 0x0004},
+{0x000B8B, 0x0080},
+{0x000B8E, 0x0004},
+{0x000B91, 0x0080},
+{0x000B92, 0x0004},
+{0x000B96, 0x0080},
+{0x000B99, 0x0004},
+{0x000B9B, 0x0080},
+{0x000B9C, 0x0004},
+{0x000B9D, 0x0080},
+{0x000B9E, 0x0004},
+{0x000BA0, 0x0080},
+{0x000BA3, 0x0004},
+{0x000BA5, 0x0080},
+{0x000BA8, 0x0004},
+{0x000BAB, 0x0080},
+{0x000BAE, 0x0004},
+{0x000BBA, 0x0080},
+{0x000BBE, 0x0010},
+{0x000BC3, 0x0080},
+{0x000BC6, 0x0010},
+{0x000BC9, 0x0080},
+{0x000BCA, 0x0010},
+{0x000BCE, 0x0080},
+{0x000BD0, 0x0004},
+{0x000BD1, 0x0080},
+{0x000BD7, 0x0010},
+{0x000BD8, 0x0080},
+{0x000BE6, 0x0002},
+{0x000BF3, 0x0040},
+{0x000BFB, 0x0080},
+{0x000C00, 0x0010},
+{0x000C05, 0x0004},
+{0x000C0D, 0x0080},
+{0x000C0E, 0x0004},
+{0x000C11, 0x0080},
+{0x000C12, 0x0004},
+{0x000C29, 0x0080},
+{0x000C2A, 0x0004},
+{0x000C3A, 0x0080},
+{0x000C3C, 0x0010},
+{0x000C3D, 0x0004},
+{0x000C3E, 0x0010},
+{0x000C45, 0x0080},
+{0x000C46, 0x0010},
+{0x000C49, 0x0080},
+{0x000C4A, 0x0010},
+{0x000C4E, 0x0080},
+{0x000C55, 0x0010},
+{0x000C57, 0x0080},
+{0x000C58, 0x0004},
+{0x000C5B, 0x0080},
+{0x000C5D, 0x0004},
+{0x000C5E, 0x0080},
+{0x000C60, 0x0004},
+{0x000C62, 0x0010},
+{0x000C64, 0x0080},
+{0x000C66, 0x0002},
+{0x000C70, 0x0080},
+{0x000C77, 0x0020},
+{0x000C78, 0x0002},
+{0x000C7F, 0x0040},
+{0x000C80, 0x0004},
+{0x000C81, 0x0010},
+{0x000C84, 0x0020},
+{0x000C85, 0x0004},
+{0x000C8D, 0x0080},
+{0x000C8E, 0x0004},
+{0x000C91, 0x0080},
+{0x000C92, 0x0004},
+{0x000CA9, 0x0080},
+{0x000CAA, 0x0004},
+{0x000CB4, 0x0080},
+{0x000CB5, 0x0004},
+{0x000CBA, 0x0080},
+{0x000CBC, 0x0010},
+{0x000CBD, 0x0004},
+{0x000CBE, 0x0010},
+{0x000CC5, 0x0080},
+{0x000CC6, 0x0010},
+{0x000CC9, 0x0080},
+{0x000CCA, 0x0010},
+{0x000CCE, 0x0080},
+{0x000CD5, 0x0010},
+{0x000CD7, 0x0080},
+{0x000CDD, 0x0004},
+{0x000CDF, 0x0080},
+{0x000CE0, 0x0004},
+{0x000CE2, 0x0010},
+{0x000CE4, 0x0080},
+{0x000CE6, 0x0002},
+{0x000CF0, 0x0080},
+{0x000CF1, 0x0004},
+{0x000CF3, 0x0010},
+{0x000CF4, 0x0080},
+{0x000D00, 0x0010},
+{0x000D04, 0x0004},
+{0x000D0D, 0x0080},
+{0x000D0E, 0x0004},
+{0x000D11, 0x0080},
+{0x000D12, 0x0004},
+{0x000D3B, 0x0010},
+{0x000D3D, 0x0004},
+{0x000D3E, 0x0010},
+{0x000D45, 0x0080},
+{0x000D46, 0x0010},
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+{0x01F203, 0x0080},
+{0x01F210, 0x0040},
+{0x01F23C, 0x0080},
+{0x01F240, 0x0040},
+{0x01F249, 0x0080},
+{0x01F250, 0x0040},
+{0x01F252, 0x0080},
+{0x01F260, 0x0040},
+{0x01F266, 0x0080},
+{0x01F300, 0x0040},
+{0x01F6D8, 0x0080},
+{0x01F6DC, 0x0040},
+{0x01F6ED, 0x0080},
+{0x01F6F0, 0x0040},
+{0x01F6FD, 0x0080},
+{0x01F700, 0x0040},
+{0x01F777, 0x0080},
+{0x01F77B, 0x0040},
+{0x01F7DA, 0x0080},
+{0x01F7E0, 0x0040},
+{0x01F7EC, 0x0080},
+{0x01F7F0, 0x0040},
+{0x01F7F1, 0x0080},
+{0x01F800, 0x0040},
+{0x01F80C, 0x0080},
+{0x01F810, 0x0040},
+{0x01F848, 0x0080},
+{0x01F850, 0x0040},
+{0x01F85A, 0x0080},
+{0x01F860, 0x0040},
+{0x01F888, 0x0080},
+{0x01F890, 0x0040},
+{0x01F8AE, 0x0080},
+{0x01F8B0, 0x0040},
+{0x01F8B2, 0x0080},
+{0x01F900, 0x0040},
+{0x01FA54, 0x0080},
+{0x01FA60, 0x0040},
+{0x01FA6E, 0x0080},
+{0x01FA70, 0x0040},
+{0x01FA7D, 0x0080},
+{0x01FA80, 0x0040},
+{0x01FA89, 0x0080},
+{0x01FA90, 0x0040},
+{0x01FABE, 0x0080},
+{0x01FABF, 0x0040},
+{0x01FAC6, 0x0080},
+{0x01FACE, 0x0040},
+{0x01FADC, 0x0080},
+{0x01FAE0, 0x0040},
+{0x01FAE9, 0x0080},
+{0x01FAF0, 0x0040},
+{0x01FAF9, 0x0080},
+{0x01FB00, 0x0040},
+{0x01FB93, 0x0080},
+{0x01FB94, 0x0040},
+{0x01FBCB, 0x0080},
+{0x01FBF0, 0x0002},
+{0x01FBFA, 0x0080},
+{0x020000, 0x0004},
+{0x02A6E0, 0x0080},
+{0x02A700, 0x0004},
+{0x02B73A, 0x0080},
+{0x02B740, 0x0004},
+{0x02B81E, 0x0080},
+{0x02B820, 0x0004},
+{0x02CEA2, 0x0080},
+{0x02CEB0, 0x0004},
+{0x02EBE1, 0x0080},
+{0x02EBF0, 0x0004},
+{0x02EE5E, 0x0080},
+{0x02F800, 0x0004},
+{0x02FA1E, 0x0080},
+{0x030000, 0x0004},
+{0x03134B, 0x0080},
+{0x031350, 0x0004},
+{0x0323B0, 0x0080},
+{0x0E0100, 0x0010},
+{0x0E01F0, 0x0080},
+{0x110000, 0x0000},
 };
 
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_letter = {
-{0x00000041, 0x0000005A}, {0x00000061, 0x0000007A}, {0x000000AA, 0x000000AA}, {0x000000B5, 0x000000B5},
-{0x000000BA, 0x000000BA}, {0x000000C0, 0x000000D6}, {0x000000D8, 0x000000F6}, {0x000000F8, 0x000002C1},
-{0x000002C6, 0x000002D1}, {0x000002E0, 0x000002E4}, {0x000002EC, 0x000002EC}, {0x000002EE, 0x000002EE},
-{0x00000370, 0x00000374}, {0x00000376, 0x00000377}, {0x0000037A, 0x0000037D}, {0x0000037F, 0x0000037F},
-{0x00000386, 0x00000386}, {0x00000388, 0x0000038A}, {0x0000038C, 0x0000038C}, {0x0000038E, 0x000003A1},
-{0x000003A3, 0x000003F5}, {0x000003F7, 0x00000481}, {0x0000048A, 0x0000052F}, {0x00000531, 0x00000556},
-{0x00000559, 0x00000559}, {0x00000560, 0x00000588}, {0x000005D0, 0x000005EA}, {0x000005EF, 0x000005F2},
-{0x00000620, 0x0000064A}, {0x0000066E, 0x0000066F}, {0x00000671, 0x000006D3}, {0x000006D5, 0x000006D5},
-{0x000006E5, 0x000006E6}, {0x000006EE, 0x000006EF}, {0x000006FA, 0x000006FC}, {0x000006FF, 0x000006FF},
-{0x00000710, 0x00000710}, {0x00000712, 0x0000072F}, {0x0000074D, 0x000007A5}, {0x000007B1, 0x000007B1},
-{0x000007CA, 0x000007EA}, {0x000007F4, 0x000007F5}, {0x000007FA, 0x000007FA}, {0x00000800, 0x00000815},
-{0x0000081A, 0x0000081A}, {0x00000824, 0x00000824}, {0x00000828, 0x00000828}, {0x00000840, 0x00000858},
-{0x00000860, 0x0000086A}, {0x00000870, 0x00000887}, {0x00000889, 0x0000088E}, {0x000008A0, 0x000008C9},
-{0x00000904, 0x00000939}, {0x0000093D, 0x0000093D}, {0x00000950, 0x00000950}, {0x00000958, 0x00000961},
-{0x00000971, 0x00000980}, {0x00000985, 0x0000098C}, {0x0000098F, 0x00000990}, {0x00000993, 0x000009A8},
-{0x000009AA, 0x000009B0}, {0x000009B2, 0x000009B2}, {0x000009B6, 0x000009B9}, {0x000009BD, 0x000009BD},
-{0x000009CE, 0x000009CE}, {0x000009DC, 0x000009DD}, {0x000009DF, 0x000009E1}, {0x000009F0, 0x000009F1},
-{0x000009FC, 0x000009FC}, {0x00000A05, 0x00000A0A}, {0x00000A0F, 0x00000A10}, {0x00000A13, 0x00000A28},
-{0x00000A2A, 0x00000A30}, {0x00000A32, 0x00000A33}, {0x00000A35, 0x00000A36}, {0x00000A38, 0x00000A39},
-{0x00000A59, 0x00000A5C}, {0x00000A5E, 0x00000A5E}, {0x00000A72, 0x00000A74}, {0x00000A85, 0x00000A8D},
-{0x00000A8F, 0x00000A91}, {0x00000A93, 0x00000AA8}, {0x00000AAA, 0x00000AB0}, {0x00000AB2, 0x00000AB3},
-{0x00000AB5, 0x00000AB9}, {0x00000ABD, 0x00000ABD}, {0x00000AD0, 0x00000AD0}, {0x00000AE0, 0x00000AE1},
-{0x00000AF9, 0x00000AF9}, {0x00000B05, 0x00000B0C}, {0x00000B0F, 0x00000B10}, {0x00000B13, 0x00000B28},
-{0x00000B2A, 0x00000B30}, {0x00000B32, 0x00000B33}, {0x00000B35, 0x00000B39}, {0x00000B3D, 0x00000B3D},
-{0x00000B5C, 0x00000B5D}, {0x00000B5F, 0x00000B61}, {0x00000B71, 0x00000B71}, {0x00000B83, 0x00000B83},
-{0x00000B85, 0x00000B8A}, {0x00000B8E, 0x00000B90}, {0x00000B92, 0x00000B95}, {0x00000B99, 0x00000B9A},
-{0x00000B9C, 0x00000B9C}, {0x00000B9E, 0x00000B9F}, {0x00000BA3, 0x00000BA4}, {0x00000BA8, 0x00000BAA},
-{0x00000BAE, 0x00000BB9}, {0x00000BD0, 0x00000BD0}, {0x00000C05, 0x00000C0C}, {0x00000C0E, 0x00000C10},
-{0x00000C12, 0x00000C28}, {0x00000C2A, 0x00000C39}, {0x00000C3D, 0x00000C3D}, {0x00000C58, 0x00000C5A},
-{0x00000C5D, 0x00000C5D}, {0x00000C60, 0x00000C61}, {0x00000C80, 0x00000C80}, {0x00000C85, 0x00000C8C},
-{0x00000C8E, 0x00000C90}, {0x00000C92, 0x00000CA8}, {0x00000CAA, 0x00000CB3}, {0x00000CB5, 0x00000CB9},
-{0x00000CBD, 0x00000CBD}, {0x00000CDD, 0x00000CDE}, {0x00000CE0, 0x00000CE1}, {0x00000CF1, 0x00000CF2},
-{0x00000D04, 0x00000D0C}, {0x00000D0E, 0x00000D10}, {0x00000D12, 0x00000D3A}, {0x00000D3D, 0x00000D3D},
-{0x00000D4E, 0x00000D4E}, {0x00000D54, 0x00000D56}, {0x00000D5F, 0x00000D61}, {0x00000D7A, 0x00000D7F},
-{0x00000D85, 0x00000D96}, {0x00000D9A, 0x00000DB1}, {0x00000DB3, 0x00000DBB}, {0x00000DBD, 0x00000DBD},
-{0x00000DC0, 0x00000DC6}, {0x00000E01, 0x00000E30}, {0x00000E32, 0x00000E33}, {0x00000E40, 0x00000E46},
-{0x00000E81, 0x00000E82}, {0x00000E84, 0x00000E84}, {0x00000E86, 0x00000E8A}, {0x00000E8C, 0x00000EA3},
-{0x00000EA5, 0x00000EA5}, {0x00000EA7, 0x00000EB0}, {0x00000EB2, 0x00000EB3}, {0x00000EBD, 0x00000EBD},
-{0x00000EC0, 0x00000EC4}, {0x00000EC6, 0x00000EC6}, {0x00000EDC, 0x00000EDF}, {0x00000F00, 0x00000F00},
-{0x00000F40, 0x00000F47}, {0x00000F49, 0x00000F6C}, {0x00000F88, 0x00000F8C}, {0x00001000, 0x0000102A},
-{0x0000103F, 0x0000103F}, {0x00001050, 0x00001055}, {0x0000105A, 0x0000105D}, {0x00001061, 0x00001061},
-{0x00001065, 0x00001066}, {0x0000106E, 0x00001070}, {0x00001075, 0x00001081}, {0x0000108E, 0x0000108E},
-{0x000010A0, 0x000010C5}, {0x000010C7, 0x000010C7}, {0x000010CD, 0x000010CD}, {0x000010D0, 0x000010FA},
-{0x000010FC, 0x00001248}, {0x0000124A, 0x0000124D}, {0x00001250, 0x00001256}, {0x00001258, 0x00001258},
-{0x0000125A, 0x0000125D}, {0x00001260, 0x00001288}, {0x0000128A, 0x0000128D}, {0x00001290, 0x000012B0},
-{0x000012B2, 0x000012B5}, {0x000012B8, 0x000012BE}, {0x000012C0, 0x000012C0}, {0x000012C2, 0x000012C5},
-{0x000012C8, 0x000012D6}, {0x000012D8, 0x00001310}, {0x00001312, 0x00001315}, {0x00001318, 0x0000135A},
-{0x00001380, 0x0000138F}, {0x000013A0, 0x000013F5}, {0x000013F8, 0x000013FD}, {0x00001401, 0x0000166C},
-{0x0000166F, 0x0000167F}, {0x00001681, 0x0000169A}, {0x000016A0, 0x000016EA}, {0x000016F1, 0x000016F8},
-{0x00001700, 0x00001711}, {0x0000171F, 0x00001731}, {0x00001740, 0x00001751}, {0x00001760, 0x0000176C},
-{0x0000176E, 0x00001770}, {0x00001780, 0x000017B3}, {0x000017D7, 0x000017D7}, {0x000017DC, 0x000017DC},
-{0x00001820, 0x00001878}, {0x00001880, 0x00001884}, {0x00001887, 0x000018A8}, {0x000018AA, 0x000018AA},
-{0x000018B0, 0x000018F5}, {0x00001900, 0x0000191E}, {0x00001950, 0x0000196D}, {0x00001970, 0x00001974},
-{0x00001980, 0x000019AB}, {0x000019B0, 0x000019C9}, {0x00001A00, 0x00001A16}, {0x00001A20, 0x00001A54},
-{0x00001AA7, 0x00001AA7}, {0x00001B05, 0x00001B33}, {0x00001B45, 0x00001B4C}, {0x00001B83, 0x00001BA0},
-{0x00001BAE, 0x00001BAF}, {0x00001BBA, 0x00001BE5}, {0x00001C00, 0x00001C23}, {0x00001C4D, 0x00001C4F},
-{0x00001C5A, 0x00001C7D}, {0x00001C80, 0x00001C88}, {0x00001C90, 0x00001CBA}, {0x00001CBD, 0x00001CBF},
-{0x00001CE9, 0x00001CEC}, {0x00001CEE, 0x00001CF3}, {0x00001CF5, 0x00001CF6}, {0x00001CFA, 0x00001CFA},
-{0x00001D00, 0x00001DBF}, {0x00001E00, 0x00001F15}, {0x00001F18, 0x00001F1D}, {0x00001F20, 0x00001F45},
-{0x00001F48, 0x00001F4D}, {0x00001F50, 0x00001F57}, {0x00001F59, 0x00001F59}, {0x00001F5B, 0x00001F5B},
-{0x00001F5D, 0x00001F5D}, {0x00001F5F, 0x00001F7D}, {0x00001F80, 0x00001FB4}, {0x00001FB6, 0x00001FBC},
-{0x00001FBE, 0x00001FBE}, {0x00001FC2, 0x00001FC4}, {0x00001FC6, 0x00001FCC}, {0x00001FD0, 0x00001FD3},
-{0x00001FD6, 0x00001FDB}, {0x00001FE0, 0x00001FEC}, {0x00001FF2, 0x00001FF4}, {0x00001FF6, 0x00001FFC},
-{0x00002071, 0x00002071}, {0x0000207F, 0x0000207F}, {0x00002090, 0x0000209C}, {0x00002102, 0x00002102},
-{0x00002107, 0x00002107}, {0x0000210A, 0x00002113}, {0x00002115, 0x00002115}, {0x00002119, 0x0000211D},
-{0x00002124, 0x00002124}, {0x00002126, 0x00002126}, {0x00002128, 0x00002128}, {0x0000212A, 0x0000212D},
-{0x0000212F, 0x00002139}, {0x0000213C, 0x0000213F}, {0x00002145, 0x00002149}, {0x0000214E, 0x0000214E},
-{0x00002183, 0x00002184}, {0x00002C00, 0x00002CE4}, {0x00002CEB, 0x00002CEE}, {0x00002CF2, 0x00002CF3},
-{0x00002D00, 0x00002D25}, {0x00002D27, 0x00002D27}, {0x00002D2D, 0x00002D2D}, {0x00002D30, 0x00002D67},
-{0x00002D6F, 0x00002D6F}, {0x00002D80, 0x00002D96}, {0x00002DA0, 0x00002DA6}, {0x00002DA8, 0x00002DAE},
-{0x00002DB0, 0x00002DB6}, {0x00002DB8, 0x00002DBE}, {0x00002DC0, 0x00002DC6}, {0x00002DC8, 0x00002DCE},
-{0x00002DD0, 0x00002DD6}, {0x00002DD8, 0x00002DDE}, {0x00002E2F, 0x00002E2F}, {0x00003005, 0x00003006},
-{0x00003031, 0x00003035}, {0x0000303B, 0x0000303C}, {0x00003041, 0x00003096}, {0x0000309D, 0x0000309F},
-{0x000030A1, 0x000030FA}, {0x000030FC, 0x000030FF}, {0x00003105, 0x0000312F}, {0x00003131, 0x0000318E},
-{0x000031A0, 0x000031BF}, {0x000031F0, 0x000031FF}, {0x00003400, 0x00004DBF}, {0x00004E00, 0x0000A48C},
-{0x0000A4D0, 0x0000A4FD}, {0x0000A500, 0x0000A60C}, {0x0000A610, 0x0000A61F}, {0x0000A62A, 0x0000A62B},
-{0x0000A640, 0x0000A66E}, {0x0000A67F, 0x0000A69D}, {0x0000A6A0, 0x0000A6E5}, {0x0000A717, 0x0000A71F},
-{0x0000A722, 0x0000A788}, {0x0000A78B, 0x0000A7CA}, {0x0000A7D0, 0x0000A7D1}, {0x0000A7D3, 0x0000A7D3},
-{0x0000A7D5, 0x0000A7D9}, {0x0000A7F2, 0x0000A801}, {0x0000A803, 0x0000A805}, {0x0000A807, 0x0000A80A},
-{0x0000A80C, 0x0000A822}, {0x0000A840, 0x0000A873}, {0x0000A882, 0x0000A8B3}, {0x0000A8F2, 0x0000A8F7},
-{0x0000A8FB, 0x0000A8FB}, {0x0000A8FD, 0x0000A8FE}, {0x0000A90A, 0x0000A925}, {0x0000A930, 0x0000A946},
-{0x0000A960, 0x0000A97C}, {0x0000A984, 0x0000A9B2}, {0x0000A9CF, 0x0000A9CF}, {0x0000A9E0, 0x0000A9E4},
-{0x0000A9E6, 0x0000A9EF}, {0x0000A9FA, 0x0000A9FE}, {0x0000AA00, 0x0000AA28}, {0x0000AA40, 0x0000AA42},
-{0x0000AA44, 0x0000AA4B}, {0x0000AA60, 0x0000AA76}, {0x0000AA7A, 0x0000AA7A}, {0x0000AA7E, 0x0000AAAF},
-{0x0000AAB1, 0x0000AAB1}, {0x0000AAB5, 0x0000AAB6}, {0x0000AAB9, 0x0000AABD}, {0x0000AAC0, 0x0000AAC0},
-{0x0000AAC2, 0x0000AAC2}, {0x0000AADB, 0x0000AADD}, {0x0000AAE0, 0x0000AAEA}, {0x0000AAF2, 0x0000AAF4},
-{0x0000AB01, 0x0000AB06}, {0x0000AB09, 0x0000AB0E}, {0x0000AB11, 0x0000AB16}, {0x0000AB20, 0x0000AB26},
-{0x0000AB28, 0x0000AB2E}, {0x0000AB30, 0x0000AB5A}, {0x0000AB5C, 0x0000AB69}, {0x0000AB70, 0x0000ABE2},
-{0x0000AC00, 0x0000D7A3}, {0x0000D7B0, 0x0000D7C6}, {0x0000D7CB, 0x0000D7FB}, {0x0000F900, 0x0000FA6D},
-{0x0000FA70, 0x0000FAD9}, {0x0000FB00, 0x0000FB06}, {0x0000FB13, 0x0000FB17}, {0x0000FB1D, 0x0000FB1D},
-{0x0000FB1F, 0x0000FB28}, {0x0000FB2A, 0x0000FB36}, {0x0000FB38, 0x0000FB3C}, {0x0000FB3E, 0x0000FB3E},
-{0x0000FB40, 0x0000FB41}, {0x0000FB43, 0x0000FB44}, {0x0000FB46, 0x0000FBB1}, {0x0000FBD3, 0x0000FD3D},
-{0x0000FD50, 0x0000FD8F}, {0x0000FD92, 0x0000FDC7}, {0x0000FDF0, 0x0000FDFB}, {0x0000FE70, 0x0000FE74},
-{0x0000FE76, 0x0000FEFC}, {0x0000FF21, 0x0000FF3A}, {0x0000FF41, 0x0000FF5A}, {0x0000FF66, 0x0000FFBE},
-{0x0000FFC2, 0x0000FFC7}, {0x0000FFCA, 0x0000FFCF}, {0x0000FFD2, 0x0000FFD7}, {0x0000FFDA, 0x0000FFDC},
-{0x00010000, 0x0001000B}, {0x0001000D, 0x00010026}, {0x00010028, 0x0001003A}, {0x0001003C, 0x0001003D},
-{0x0001003F, 0x0001004D}, {0x00010050, 0x0001005D}, {0x00010080, 0x000100FA}, {0x00010280, 0x0001029C},
-{0x000102A0, 0x000102D0}, {0x00010300, 0x0001031F}, {0x0001032D, 0x00010340}, {0x00010342, 0x00010349},
-{0x00010350, 0x00010375}, {0x00010380, 0x0001039D}, {0x000103A0, 0x000103C3}, {0x000103C8, 0x000103CF},
-{0x00010400, 0x0001049D}, {0x000104B0, 0x000104D3}, {0x000104D8, 0x000104FB}, {0x00010500, 0x00010527},
-{0x00010530, 0x00010563}, {0x00010570, 0x0001057A}, {0x0001057C, 0x0001058A}, {0x0001058C, 0x00010592},
-{0x00010594, 0x00010595}, {0x00010597, 0x000105A1}, {0x000105A3, 0x000105B1}, {0x000105B3, 0x000105B9},
-{0x000105BB, 0x000105BC}, {0x00010600, 0x00010736}, {0x00010740, 0x00010755}, {0x00010760, 0x00010767},
-{0x00010780, 0x00010785}, {0x00010787, 0x000107B0}, {0x000107B2, 0x000107BA}, {0x00010800, 0x00010805},
-{0x00010808, 0x00010808}, {0x0001080A, 0x00010835}, {0x00010837, 0x00010838}, {0x0001083C, 0x0001083C},
-{0x0001083F, 0x00010855}, {0x00010860, 0x00010876}, {0x00010880, 0x0001089E}, {0x000108E0, 0x000108F2},
-{0x000108F4, 0x000108F5}, {0x00010900, 0x00010915}, {0x00010920, 0x00010939}, {0x00010980, 0x000109B7},
-{0x000109BE, 0x000109BF}, {0x00010A00, 0x00010A00}, {0x00010A10, 0x00010A13}, {0x00010A15, 0x00010A17},
-{0x00010A19, 0x00010A35}, {0x00010A60, 0x00010A7C}, {0x00010A80, 0x00010A9C}, {0x00010AC0, 0x00010AC7},
-{0x00010AC9, 0x00010AE4}, {0x00010B00, 0x00010B35}, {0x00010B40, 0x00010B55}, {0x00010B60, 0x00010B72},
-{0x00010B80, 0x00010B91}, {0x00010C00, 0x00010C48}, {0x00010C80, 0x00010CB2}, {0x00010CC0, 0x00010CF2},
-{0x00010D00, 0x00010D23}, {0x00010E80, 0x00010EA9}, {0x00010EB0, 0x00010EB1}, {0x00010F00, 0x00010F1C},
-{0x00010F27, 0x00010F27}, {0x00010F30, 0x00010F45}, {0x00010F70, 0x00010F81}, {0x00010FB0, 0x00010FC4},
-{0x00010FE0, 0x00010FF6}, {0x00011003, 0x00011037}, {0x00011071, 0x00011072}, {0x00011075, 0x00011075},
-{0x00011083, 0x000110AF}, {0x000110D0, 0x000110E8}, {0x00011103, 0x00011126}, {0x00011144, 0x00011144},
-{0x00011147, 0x00011147}, {0x00011150, 0x00011172}, {0x00011176, 0x00011176}, {0x00011183, 0x000111B2},
-{0x000111C1, 0x000111C4}, {0x000111DA, 0x000111DA}, {0x000111DC, 0x000111DC}, {0x00011200, 0x00011211},
-{0x00011213, 0x0001122B}, {0x0001123F, 0x00011240}, {0x00011280, 0x00011286}, {0x00011288, 0x00011288},
-{0x0001128A, 0x0001128D}, {0x0001128F, 0x0001129D}, {0x0001129F, 0x000112A8}, {0x000112B0, 0x000112DE},
-{0x00011305, 0x0001130C}, {0x0001130F, 0x00011310}, {0x00011313, 0x00011328}, {0x0001132A, 0x00011330},
-{0x00011332, 0x00011333}, {0x00011335, 0x00011339}, {0x0001133D, 0x0001133D}, {0x00011350, 0x00011350},
-{0x0001135D, 0x00011361}, {0x00011400, 0x00011434}, {0x00011447, 0x0001144A}, {0x0001145F, 0x00011461},
-{0x00011480, 0x000114AF}, {0x000114C4, 0x000114C5}, {0x000114C7, 0x000114C7}, {0x00011580, 0x000115AE},
-{0x000115D8, 0x000115DB}, {0x00011600, 0x0001162F}, {0x00011644, 0x00011644}, {0x00011680, 0x000116AA},
-{0x000116B8, 0x000116B8}, {0x00011700, 0x0001171A}, {0x00011740, 0x00011746}, {0x00011800, 0x0001182B},
-{0x000118A0, 0x000118DF}, {0x000118FF, 0x00011906}, {0x00011909, 0x00011909}, {0x0001190C, 0x00011913},
-{0x00011915, 0x00011916}, {0x00011918, 0x0001192F}, {0x0001193F, 0x0001193F}, {0x00011941, 0x00011941},
-{0x000119A0, 0x000119A7}, {0x000119AA, 0x000119D0}, {0x000119E1, 0x000119E1}, {0x000119E3, 0x000119E3},
-{0x00011A00, 0x00011A00}, {0x00011A0B, 0x00011A32}, {0x00011A3A, 0x00011A3A}, {0x00011A50, 0x00011A50},
-{0x00011A5C, 0x00011A89}, {0x00011A9D, 0x00011A9D}, {0x00011AB0, 0x00011AF8}, {0x00011C00, 0x00011C08},
-{0x00011C0A, 0x00011C2E}, {0x00011C40, 0x00011C40}, {0x00011C72, 0x00011C8F}, {0x00011D00, 0x00011D06},
-{0x00011D08, 0x00011D09}, {0x00011D0B, 0x00011D30}, {0x00011D46, 0x00011D46}, {0x00011D60, 0x00011D65},
-{0x00011D67, 0x00011D68}, {0x00011D6A, 0x00011D89}, {0x00011D98, 0x00011D98}, {0x00011EE0, 0x00011EF2},
-{0x00011F02, 0x00011F02}, {0x00011F04, 0x00011F10}, {0x00011F12, 0x00011F33}, {0x00011FB0, 0x00011FB0},
-{0x00012000, 0x00012399}, {0x00012480, 0x00012543}, {0x00012F90, 0x00012FF0}, {0x00013000, 0x0001342F},
-{0x00013441, 0x00013446}, {0x00014400, 0x00014646}, {0x00016800, 0x00016A38}, {0x00016A40, 0x00016A5E},
-{0x00016A70, 0x00016ABE}, {0x00016AD0, 0x00016AED}, {0x00016B00, 0x00016B2F}, {0x00016B40, 0x00016B43},
-{0x00016B63, 0x00016B77}, {0x00016B7D, 0x00016B8F}, {0x00016E40, 0x00016E7F}, {0x00016F00, 0x00016F4A},
-{0x00016F50, 0x00016F50}, {0x00016F93, 0x00016F9F}, {0x00016FE0, 0x00016FE1}, {0x00016FE3, 0x00016FE3},
-{0x00017000, 0x000187F7}, {0x00018800, 0x00018CD5}, {0x00018D00, 0x00018D08}, {0x0001AFF0, 0x0001AFF3},
-{0x0001AFF5, 0x0001AFFB}, {0x0001AFFD, 0x0001AFFE}, {0x0001B000, 0x0001B122}, {0x0001B132, 0x0001B132},
-{0x0001B150, 0x0001B152}, {0x0001B155, 0x0001B155}, {0x0001B164, 0x0001B167}, {0x0001B170, 0x0001B2FB},
-{0x0001BC00, 0x0001BC6A}, {0x0001BC70, 0x0001BC7C}, {0x0001BC80, 0x0001BC88}, {0x0001BC90, 0x0001BC99},
-{0x0001D400, 0x0001D454}, {0x0001D456, 0x0001D49C}, {0x0001D49E, 0x0001D49F}, {0x0001D4A2, 0x0001D4A2},
-{0x0001D4A5, 0x0001D4A6}, {0x0001D4A9, 0x0001D4AC}, {0x0001D4AE, 0x0001D4B9}, {0x0001D4BB, 0x0001D4BB},
-{0x0001D4BD, 0x0001D4C3}, {0x0001D4C5, 0x0001D505}, {0x0001D507, 0x0001D50A}, {0x0001D50D, 0x0001D514},
-{0x0001D516, 0x0001D51C}, {0x0001D51E, 0x0001D539}, {0x0001D53B, 0x0001D53E}, {0x0001D540, 0x0001D544},
-{0x0001D546, 0x0001D546}, {0x0001D54A, 0x0001D550}, {0x0001D552, 0x0001D6A5}, {0x0001D6A8, 0x0001D6C0},
-{0x0001D6C2, 0x0001D6DA}, {0x0001D6DC, 0x0001D6FA}, {0x0001D6FC, 0x0001D714}, {0x0001D716, 0x0001D734},
-{0x0001D736, 0x0001D74E}, {0x0001D750, 0x0001D76E}, {0x0001D770, 0x0001D788}, {0x0001D78A, 0x0001D7A8},
-{0x0001D7AA, 0x0001D7C2}, {0x0001D7C4, 0x0001D7CB}, {0x0001DF00, 0x0001DF1E}, {0x0001DF25, 0x0001DF2A},
-{0x0001E030, 0x0001E06D}, {0x0001E100, 0x0001E12C}, {0x0001E137, 0x0001E13D}, {0x0001E14E, 0x0001E14E},
-{0x0001E290, 0x0001E2AD}, {0x0001E2C0, 0x0001E2EB}, {0x0001E4D0, 0x0001E4EB}, {0x0001E7E0, 0x0001E7E6},
-{0x0001E7E8, 0x0001E7EB}, {0x0001E7ED, 0x0001E7EE}, {0x0001E7F0, 0x0001E7FE}, {0x0001E800, 0x0001E8C4},
-{0x0001E900, 0x0001E943}, {0x0001E94B, 0x0001E94B}, {0x0001EE00, 0x0001EE03}, {0x0001EE05, 0x0001EE1F},
-{0x0001EE21, 0x0001EE22}, {0x0001EE24, 0x0001EE24}, {0x0001EE27, 0x0001EE27}, {0x0001EE29, 0x0001EE32},
-{0x0001EE34, 0x0001EE37}, {0x0001EE39, 0x0001EE39}, {0x0001EE3B, 0x0001EE3B}, {0x0001EE42, 0x0001EE42},
-{0x0001EE47, 0x0001EE47}, {0x0001EE49, 0x0001EE49}, {0x0001EE4B, 0x0001EE4B}, {0x0001EE4D, 0x0001EE4F},
-{0x0001EE51, 0x0001EE52}, {0x0001EE54, 0x0001EE54}, {0x0001EE57, 0x0001EE57}, {0x0001EE59, 0x0001EE59},
-{0x0001EE5B, 0x0001EE5B}, {0x0001EE5D, 0x0001EE5D}, {0x0001EE5F, 0x0001EE5F}, {0x0001EE61, 0x0001EE62},
-{0x0001EE64, 0x0001EE64}, {0x0001EE67, 0x0001EE6A}, {0x0001EE6C, 0x0001EE72}, {0x0001EE74, 0x0001EE77},
-{0x0001EE79, 0x0001EE7C}, {0x0001EE7E, 0x0001EE7E}, {0x0001EE80, 0x0001EE89}, {0x0001EE8B, 0x0001EE9B},
-{0x0001EEA1, 0x0001EEA3}, {0x0001EEA5, 0x0001EEA9}, {0x0001EEAB, 0x0001EEBB}, {0x00020000, 0x0002A6DF},
-{0x0002A700, 0x0002B739}, {0x0002B740, 0x0002B81D}, {0x0002B820, 0x0002CEA1}, {0x0002CEB0, 0x0002EBE0},
-{0x0002F800, 0x0002FA1D}, {0x00030000, 0x0003134A}, {0x00031350, 0x000323AF},
+const std::unordered_set<uint32_t> unicode_set_whitespace = {
+0x000009, 0x00000A, 0x00000B, 0x00000C, 0x00000D, 0x000020, 0x000085, 0x0000A0, 0x001680, 0x002000, 0x002001, 0x002002, 0x002003, 0x002004, 0x002005, 0x002006, 0x002007, 0x002008, 0x002009, 0x00200A, 0x002028, 0x002029, 0x00202F, 0x00205F, 0x003000
 };
 
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_whitespace = {
-{0x00000020, 0x00000020}, {0x000000A0, 0x000000A0}, {0x00001680, 0x00001680}, {0x00002000, 0x0000200A},
-{0x00002028, 0x00002029}, {0x0000202F, 0x0000202F}, {0x0000205F, 0x0000205F}, {0x00003000, 0x00003000},
+const std::unordered_map<uint32_t, uint32_t> unicode_map_lowercase = {
+{0x000041, 0x000061},
+{0x000042, 0x000062},
+{0x000043, 0x000063},
+{0x000044, 0x000064},
+{0x000045, 0x000065},
+{0x000046, 0x000066},
+{0x000047, 0x000067},
+{0x000048, 0x000068},
+{0x000049, 0x000069},
+{0x00004A, 0x00006A},
+{0x00004B, 0x00006B},
+{0x00004C, 0x00006C},
+{0x00004D, 0x00006D},
+{0x00004E, 0x00006E},
+{0x00004F, 0x00006F},
+{0x000050, 0x000070},
+{0x000051, 0x000071},
+{0x000052, 0x000072},
+{0x000053, 0x000073},
+{0x000054, 0x000074},
+{0x000055, 0x000075},
+{0x000056, 0x000076},
+{0x000057, 0x000077},
+{0x000058, 0x000078},
+{0x000059, 0x000079},
+{0x00005A, 0x00007A},
+{0x0000C0, 0x0000E0},
+{0x0000C1, 0x0000E1},
+{0x0000C2, 0x0000E2},
+{0x0000C3, 0x0000E3},
+{0x0000C4, 0x0000E4},
+{0x0000C5, 0x0000E5},
+{0x0000C6, 0x0000E6},
+{0x0000C7, 0x0000E7},
+{0x0000C8, 0x0000E8},
+{0x0000C9, 0x0000E9},
+{0x0000CA, 0x0000EA},
+{0x0000CB, 0x0000EB},
+{0x0000CC, 0x0000EC},
+{0x0000CD, 0x0000ED},
+{0x0000CE, 0x0000EE},
+{0x0000CF, 0x0000EF},
+{0x0000D0, 0x0000F0},
+{0x0000D1, 0x0000F1},
+{0x0000D2, 0x0000F2},
+{0x0000D3, 0x0000F3},
+{0x0000D4, 0x0000F4},
+{0x0000D5, 0x0000F5},
+{0x0000D6, 0x0000F6},
+{0x0000D8, 0x0000F8},
+{0x0000D9, 0x0000F9},
+{0x0000DA, 0x0000FA},
+{0x0000DB, 0x0000FB},
+{0x0000DC, 0x0000FC},
+{0x0000DD, 0x0000FD},
+{0x0000DE, 0x0000FE},
+{0x000100, 0x000101},
+{0x000102, 0x000103},
+{0x000104, 0x000105},
+{0x000106, 0x000107},
+{0x000108, 0x000109},
+{0x00010A, 0x00010B},
+{0x00010C, 0x00010D},
+{0x00010E, 0x00010F},
+{0x000110, 0x000111},
+{0x000112, 0x000113},
+{0x000114, 0x000115},
+{0x000116, 0x000117},
+{0x000118, 0x000119},
+{0x00011A, 0x00011B},
+{0x00011C, 0x00011D},
+{0x00011E, 0x00011F},
+{0x000120, 0x000121},
+{0x000122, 0x000123},
+{0x000124, 0x000125},
+{0x000126, 0x000127},
+{0x000128, 0x000129},
+{0x00012A, 0x00012B},
+{0x00012C, 0x00012D},
+{0x00012E, 0x00012F},
+{0x000130, 0x000069},
+{0x000132, 0x000133},
+{0x000134, 0x000135},
+{0x000136, 0x000137},
+{0x000139, 0x00013A},
+{0x00013B, 0x00013C},
+{0x00013D, 0x00013E},
+{0x00013F, 0x000140},
+{0x000141, 0x000142},
+{0x000143, 0x000144},
+{0x000145, 0x000146},
+{0x000147, 0x000148},
+{0x00014A, 0x00014B},
+{0x00014C, 0x00014D},
+{0x00014E, 0x00014F},
+{0x000150, 0x000151},
+{0x000152, 0x000153},
+{0x000154, 0x000155},
+{0x000156, 0x000157},
+{0x000158, 0x000159},
+{0x00015A, 0x00015B},
+{0x00015C, 0x00015D},
+{0x00015E, 0x00015F},
+{0x000160, 0x000161},
+{0x000162, 0x000163},
+{0x000164, 0x000165},
+{0x000166, 0x000167},
+{0x000168, 0x000169},
+{0x00016A, 0x00016B},
+{0x00016C, 0x00016D},
+{0x00016E, 0x00016F},
+{0x000170, 0x000171},
+{0x000172, 0x000173},
+{0x000174, 0x000175},
+{0x000176, 0x000177},
+{0x000178, 0x0000FF},
+{0x000179, 0x00017A},
+{0x00017B, 0x00017C},
+{0x00017D, 0x00017E},
+{0x000181, 0x000253},
+{0x000182, 0x000183},
+{0x000184, 0x000185},
+{0x000186, 0x000254},
+{0x000187, 0x000188},
+{0x000189, 0x000256},
+{0x00018A, 0x000257},
+{0x00018B, 0x00018C},
+{0x00018E, 0x0001DD},
+{0x00018F, 0x000259},
+{0x000190, 0x00025B},
+{0x000191, 0x000192},
+{0x000193, 0x000260},
+{0x000194, 0x000263},
+{0x000196, 0x000269},
+{0x000197, 0x000268},
+{0x000198, 0x000199},
+{0x00019C, 0x00026F},
+{0x00019D, 0x000272},
+{0x00019F, 0x000275},
+{0x0001A0, 0x0001A1},
+{0x0001A2, 0x0001A3},
+{0x0001A4, 0x0001A5},
+{0x0001A6, 0x000280},
+{0x0001A7, 0x0001A8},
+{0x0001A9, 0x000283},
+{0x0001AC, 0x0001AD},
+{0x0001AE, 0x000288},
+{0x0001AF, 0x0001B0},
+{0x0001B1, 0x00028A},
+{0x0001B2, 0x00028B},
+{0x0001B3, 0x0001B4},
+{0x0001B5, 0x0001B6},
+{0x0001B7, 0x000292},
+{0x0001B8, 0x0001B9},
+{0x0001BC, 0x0001BD},
+{0x0001C4, 0x0001C6},
+{0x0001C5, 0x0001C6},
+{0x0001C7, 0x0001C9},
+{0x0001C8, 0x0001C9},
+{0x0001CA, 0x0001CC},
+{0x0001CB, 0x0001CC},
+{0x0001CD, 0x0001CE},
+{0x0001CF, 0x0001D0},
+{0x0001D1, 0x0001D2},
+{0x0001D3, 0x0001D4},
+{0x0001D5, 0x0001D6},
+{0x0001D7, 0x0001D8},
+{0x0001D9, 0x0001DA},
+{0x0001DB, 0x0001DC},
+{0x0001DE, 0x0001DF},
+{0x0001E0, 0x0001E1},
+{0x0001E2, 0x0001E3},
+{0x0001E4, 0x0001E5},
+{0x0001E6, 0x0001E7},
+{0x0001E8, 0x0001E9},
+{0x0001EA, 0x0001EB},
+{0x0001EC, 0x0001ED},
+{0x0001EE, 0x0001EF},
+{0x0001F1, 0x0001F3},
+{0x0001F2, 0x0001F3},
+{0x0001F4, 0x0001F5},
+{0x0001F6, 0x000195},
+{0x0001F7, 0x0001BF},
+{0x0001F8, 0x0001F9},
+{0x0001FA, 0x0001FB},
+{0x0001FC, 0x0001FD},
+{0x0001FE, 0x0001FF},
+{0x000200, 0x000201},
+{0x000202, 0x000203},
+{0x000204, 0x000205},
+{0x000206, 0x000207},
+{0x000208, 0x000209},
+{0x00020A, 0x00020B},
+{0x00020C, 0x00020D},
+{0x00020E, 0x00020F},
+{0x000210, 0x000211},
+{0x000212, 0x000213},
+{0x000214, 0x000215},
+{0x000216, 0x000217},
+{0x000218, 0x000219},
+{0x00021A, 0x00021B},
+{0x00021C, 0x00021D},
+{0x00021E, 0x00021F},
+{0x000220, 0x00019E},
+{0x000222, 0x000223},
+{0x000224, 0x000225},
+{0x000226, 0x000227},
+{0x000228, 0x000229},
+{0x00022A, 0x00022B},
+{0x00022C, 0x00022D},
+{0x00022E, 0x00022F},
+{0x000230, 0x000231},
+{0x000232, 0x000233},
+{0x00023A, 0x002C65},
+{0x00023B, 0x00023C},
+{0x00023D, 0x00019A},
+{0x00023E, 0x002C66},
+{0x000241, 0x000242},
+{0x000243, 0x000180},
+{0x000244, 0x000289},
+{0x000245, 0x00028C},
+{0x000246, 0x000247},
+{0x000248, 0x000249},
+{0x00024A, 0x00024B},
+{0x00024C, 0x00024D},
+{0x00024E, 0x00024F},
+{0x000370, 0x000371},
+{0x000372, 0x000373},
+{0x000376, 0x000377},
+{0x00037F, 0x0003F3},
+{0x000386, 0x0003AC},
+{0x000388, 0x0003AD},
+{0x000389, 0x0003AE},
+{0x00038A, 0x0003AF},
+{0x00038C, 0x0003CC},
+{0x00038E, 0x0003CD},
+{0x00038F, 0x0003CE},
+{0x000391, 0x0003B1},
+{0x000392, 0x0003B2},
+{0x000393, 0x0003B3},
+{0x000394, 0x0003B4},
+{0x000395, 0x0003B5},
+{0x000396, 0x0003B6},
+{0x000397, 0x0003B7},
+{0x000398, 0x0003B8},
+{0x000399, 0x0003B9},
+{0x00039A, 0x0003BA},
+{0x00039B, 0x0003BB},
+{0x00039C, 0x0003BC},
+{0x00039D, 0x0003BD},
+{0x00039E, 0x0003BE},
+{0x00039F, 0x0003BF},
+{0x0003A0, 0x0003C0},
+{0x0003A1, 0x0003C1},
+{0x0003A3, 0x0003C3},
+{0x0003A4, 0x0003C4},
+{0x0003A5, 0x0003C5},
+{0x0003A6, 0x0003C6},
+{0x0003A7, 0x0003C7},
+{0x0003A8, 0x0003C8},
+{0x0003A9, 0x0003C9},
+{0x0003AA, 0x0003CA},
+{0x0003AB, 0x0003CB},
+{0x0003CF, 0x0003D7},
+{0x0003D8, 0x0003D9},
+{0x0003DA, 0x0003DB},
+{0x0003DC, 0x0003DD},
+{0x0003DE, 0x0003DF},
+{0x0003E0, 0x0003E1},
+{0x0003E2, 0x0003E3},
+{0x0003E4, 0x0003E5},
+{0x0003E6, 0x0003E7},
+{0x0003E8, 0x0003E9},
+{0x0003EA, 0x0003EB},
+{0x0003EC, 0x0003ED},
+{0x0003EE, 0x0003EF},
+{0x0003F4, 0x0003B8},
+{0x0003F7, 0x0003F8},
+{0x0003F9, 0x0003F2},
+{0x0003FA, 0x0003FB},
+{0x0003FD, 0x00037B},
+{0x0003FE, 0x00037C},
+{0x0003FF, 0x00037D},
+{0x000400, 0x000450},
+{0x000401, 0x000451},
+{0x000402, 0x000452},
+{0x000403, 0x000453},
+{0x000404, 0x000454},
+{0x000405, 0x000455},
+{0x000406, 0x000456},
+{0x000407, 0x000457},
+{0x000408, 0x000458},
+{0x000409, 0x000459},
+{0x00040A, 0x00045A},
+{0x00040B, 0x00045B},
+{0x00040C, 0x00045C},
+{0x00040D, 0x00045D},
+{0x00040E, 0x00045E},
+{0x00040F, 0x00045F},
+{0x000410, 0x000430},
+{0x000411, 0x000431},
+{0x000412, 0x000432},
+{0x000413, 0x000433},
+{0x000414, 0x000434},
+{0x000415, 0x000435},
+{0x000416, 0x000436},
+{0x000417, 0x000437},
+{0x000418, 0x000438},
+{0x000419, 0x000439},
+{0x00041A, 0x00043A},
+{0x00041B, 0x00043B},
+{0x00041C, 0x00043C},
+{0x00041D, 0x00043D},
+{0x00041E, 0x00043E},
+{0x00041F, 0x00043F},
+{0x000420, 0x000440},
+{0x000421, 0x000441},
+{0x000422, 0x000442},
+{0x000423, 0x000443},
+{0x000424, 0x000444},
+{0x000425, 0x000445},
+{0x000426, 0x000446},
+{0x000427, 0x000447},
+{0x000428, 0x000448},
+{0x000429, 0x000449},
+{0x00042A, 0x00044A},
+{0x00042B, 0x00044B},
+{0x00042C, 0x00044C},
+{0x00042D, 0x00044D},
+{0x00042E, 0x00044E},
+{0x00042F, 0x00044F},
+{0x000460, 0x000461},
+{0x000462, 0x000463},
+{0x000464, 0x000465},
+{0x000466, 0x000467},
+{0x000468, 0x000469},
+{0x00046A, 0x00046B},
+{0x00046C, 0x00046D},
+{0x00046E, 0x00046F},
+{0x000470, 0x000471},
+{0x000472, 0x000473},
+{0x000474, 0x000475},
+{0x000476, 0x000477},
+{0x000478, 0x000479},
+{0x00047A, 0x00047B},
+{0x00047C, 0x00047D},
+{0x00047E, 0x00047F},
+{0x000480, 0x000481},
+{0x00048A, 0x00048B},
+{0x00048C, 0x00048D},
+{0x00048E, 0x00048F},
+{0x000490, 0x000491},
+{0x000492, 0x000493},
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+{0x016E5C, 0x016E7C},
+{0x016E5D, 0x016E7D},
+{0x016E5E, 0x016E7E},
+{0x016E5F, 0x016E7F},
+{0x01E900, 0x01E922},
+{0x01E901, 0x01E923},
+{0x01E902, 0x01E924},
+{0x01E903, 0x01E925},
+{0x01E904, 0x01E926},
+{0x01E905, 0x01E927},
+{0x01E906, 0x01E928},
+{0x01E907, 0x01E929},
+{0x01E908, 0x01E92A},
+{0x01E909, 0x01E92B},
+{0x01E90A, 0x01E92C},
+{0x01E90B, 0x01E92D},
+{0x01E90C, 0x01E92E},
+{0x01E90D, 0x01E92F},
+{0x01E90E, 0x01E930},
+{0x01E90F, 0x01E931},
+{0x01E910, 0x01E932},
+{0x01E911, 0x01E933},
+{0x01E912, 0x01E934},
+{0x01E913, 0x01E935},
+{0x01E914, 0x01E936},
+{0x01E915, 0x01E937},
+{0x01E916, 0x01E938},
+{0x01E917, 0x01E939},
+{0x01E918, 0x01E93A},
+{0x01E919, 0x01E93B},
+{0x01E91A, 0x01E93C},
+{0x01E91B, 0x01E93D},
+{0x01E91C, 0x01E93E},
+{0x01E91D, 0x01E93F},
+{0x01E91E, 0x01E940},
+{0x01E91F, 0x01E941},
+{0x01E920, 0x01E942},
+{0x01E921, 0x01E943},
 };
 
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_accent_mark = {
-{0x00000300, 0x0000036F}, {0x00000483, 0x00000489}, {0x00000591, 0x000005BD}, {0x000005BF, 0x000005BF},
-{0x000005C1, 0x000005C2}, {0x000005C4, 0x000005C5}, {0x000005C7, 0x000005C7}, {0x00000610, 0x0000061A},
-{0x0000064B, 0x0000065F}, {0x00000670, 0x00000670}, {0x000006D6, 0x000006DC}, {0x000006DF, 0x000006E4},
-{0x000006E7, 0x000006E8}, {0x000006EA, 0x000006ED}, {0x00000711, 0x00000711}, {0x00000730, 0x0000074A},
-{0x000007A6, 0x000007B0}, {0x000007EB, 0x000007F3}, {0x000007FD, 0x000007FD}, {0x00000816, 0x00000819},
-{0x0000081B, 0x00000823}, {0x00000825, 0x00000827}, {0x00000829, 0x0000082D}, {0x00000859, 0x0000085B},
-{0x00000898, 0x0000089F}, {0x000008CA, 0x000008E1}, {0x000008E3, 0x00000903}, {0x0000093A, 0x0000093C},
-{0x0000093E, 0x0000094F}, {0x00000951, 0x00000957}, {0x00000962, 0x00000963}, {0x00000981, 0x00000983},
-{0x000009BC, 0x000009BC}, {0x000009BE, 0x000009C4}, {0x000009C7, 0x000009C8}, {0x000009CB, 0x000009CD},
-{0x000009D7, 0x000009D7}, {0x000009E2, 0x000009E3}, {0x000009FE, 0x000009FE}, {0x00000A01, 0x00000A03},
-{0x00000A3C, 0x00000A3C}, {0x00000A3E, 0x00000A42}, {0x00000A47, 0x00000A48}, {0x00000A4B, 0x00000A4D},
-{0x00000A51, 0x00000A51}, {0x00000A70, 0x00000A71}, {0x00000A75, 0x00000A75}, {0x00000A81, 0x00000A83},
-{0x00000ABC, 0x00000ABC}, {0x00000ABE, 0x00000AC5}, {0x00000AC7, 0x00000AC9}, {0x00000ACB, 0x00000ACD},
-{0x00000AE2, 0x00000AE3}, {0x00000AFA, 0x00000AFF}, {0x00000B01, 0x00000B03}, {0x00000B3C, 0x00000B3C},
-{0x00000B3E, 0x00000B44}, {0x00000B47, 0x00000B48}, {0x00000B4B, 0x00000B4D}, {0x00000B55, 0x00000B57},
-{0x00000B62, 0x00000B63}, {0x00000B82, 0x00000B82}, {0x00000BBE, 0x00000BC2}, {0x00000BC6, 0x00000BC8},
-{0x00000BCA, 0x00000BCD}, {0x00000BD7, 0x00000BD7}, {0x00000C00, 0x00000C04}, {0x00000C3C, 0x00000C3C},
-{0x00000C3E, 0x00000C44}, {0x00000C46, 0x00000C48}, {0x00000C4A, 0x00000C4D}, {0x00000C55, 0x00000C56},
-{0x00000C62, 0x00000C63}, {0x00000C81, 0x00000C83}, {0x00000CBC, 0x00000CBC}, {0x00000CBE, 0x00000CC4},
-{0x00000CC6, 0x00000CC8}, {0x00000CCA, 0x00000CCD}, {0x00000CD5, 0x00000CD6}, {0x00000CE2, 0x00000CE3},
-{0x00000CF3, 0x00000CF3}, {0x00000D00, 0x00000D03}, {0x00000D3B, 0x00000D3C}, {0x00000D3E, 0x00000D44},
-{0x00000D46, 0x00000D48}, {0x00000D4A, 0x00000D4D}, {0x00000D57, 0x00000D57}, {0x00000D62, 0x00000D63},
-{0x00000D81, 0x00000D83}, {0x00000DCA, 0x00000DCA}, {0x00000DCF, 0x00000DD4}, {0x00000DD6, 0x00000DD6},
-{0x00000DD8, 0x00000DDF}, {0x00000DF2, 0x00000DF3}, {0x00000E31, 0x00000E31}, {0x00000E34, 0x00000E3A},
-{0x00000E47, 0x00000E4E}, {0x00000EB1, 0x00000EB1}, {0x00000EB4, 0x00000EBC}, {0x00000EC8, 0x00000ECE},
-{0x00000F18, 0x00000F19}, {0x00000F35, 0x00000F35}, {0x00000F37, 0x00000F37}, {0x00000F39, 0x00000F39},
-{0x00000F3E, 0x00000F3F}, {0x00000F71, 0x00000F84}, {0x00000F86, 0x00000F87}, {0x00000F8D, 0x00000F97},
-{0x00000F99, 0x00000FBC}, {0x00000FC6, 0x00000FC6}, {0x0000102B, 0x0000103E}, {0x00001056, 0x00001059},
-{0x0000105E, 0x00001060}, {0x00001062, 0x00001064}, {0x00001067, 0x0000106D}, {0x00001071, 0x00001074},
-{0x00001082, 0x0000108D}, {0x0000108F, 0x0000108F}, {0x0000109A, 0x0000109D}, {0x0000135D, 0x0000135F},
-{0x00001712, 0x00001715}, {0x00001732, 0x00001734}, {0x00001752, 0x00001753}, {0x00001772, 0x00001773},
-{0x000017B4, 0x000017D3}, {0x000017DD, 0x000017DD}, {0x0000180B, 0x0000180D}, {0x0000180F, 0x0000180F},
-{0x00001885, 0x00001886}, {0x000018A9, 0x000018A9}, {0x00001920, 0x0000192B}, {0x00001930, 0x0000193B},
-{0x00001A17, 0x00001A1B}, {0x00001A55, 0x00001A5E}, {0x00001A60, 0x00001A7C}, {0x00001A7F, 0x00001A7F},
-{0x00001AB0, 0x00001ACE}, {0x00001B00, 0x00001B04}, {0x00001B34, 0x00001B44}, {0x00001B6B, 0x00001B73},
-{0x00001B80, 0x00001B82}, {0x00001BA1, 0x00001BAD}, {0x00001BE6, 0x00001BF3}, {0x00001C24, 0x00001C37},
-{0x00001CD0, 0x00001CD2}, {0x00001CD4, 0x00001CE8}, {0x00001CED, 0x00001CED}, {0x00001CF4, 0x00001CF4},
-{0x00001CF7, 0x00001CF9}, {0x00001DC0, 0x00001DFF}, {0x000020D0, 0x000020F0}, {0x00002CEF, 0x00002CF1},
-{0x00002D7F, 0x00002D7F}, {0x00002DE0, 0x00002DFF}, {0x0000302A, 0x0000302F}, {0x00003099, 0x0000309A},
-{0x0000A66F, 0x0000A672}, {0x0000A674, 0x0000A67D}, {0x0000A69E, 0x0000A69F}, {0x0000A6F0, 0x0000A6F1},
-{0x0000A802, 0x0000A802}, {0x0000A806, 0x0000A806}, {0x0000A80B, 0x0000A80B}, {0x0000A823, 0x0000A827},
-{0x0000A82C, 0x0000A82C}, {0x0000A880, 0x0000A881}, {0x0000A8B4, 0x0000A8C5}, {0x0000A8E0, 0x0000A8F1},
-{0x0000A8FF, 0x0000A8FF}, {0x0000A926, 0x0000A92D}, {0x0000A947, 0x0000A953}, {0x0000A980, 0x0000A983},
-{0x0000A9B3, 0x0000A9C0}, {0x0000A9E5, 0x0000A9E5}, {0x0000AA29, 0x0000AA36}, {0x0000AA43, 0x0000AA43},
-{0x0000AA4C, 0x0000AA4D}, {0x0000AA7B, 0x0000AA7D}, {0x0000AAB0, 0x0000AAB0}, {0x0000AAB2, 0x0000AAB4},
-{0x0000AAB7, 0x0000AAB8}, {0x0000AABE, 0x0000AABF}, {0x0000AAC1, 0x0000AAC1}, {0x0000AAEB, 0x0000AAEF},
-{0x0000AAF5, 0x0000AAF6}, {0x0000ABE3, 0x0000ABEA}, {0x0000ABEC, 0x0000ABED}, {0x0000FB1E, 0x0000FB1E},
-{0x0000FE00, 0x0000FE0F}, {0x0000FE20, 0x0000FE2F}, {0x000101FD, 0x000101FD}, {0x000102E0, 0x000102E0},
-{0x00010376, 0x0001037A}, {0x00010A01, 0x00010A03}, {0x00010A05, 0x00010A06}, {0x00010A0C, 0x00010A0F},
-{0x00010A38, 0x00010A3A}, {0x00010A3F, 0x00010A3F}, {0x00010AE5, 0x00010AE6}, {0x00010D24, 0x00010D27},
-{0x00010EAB, 0x00010EAC}, {0x00010EFD, 0x00010EFF}, {0x00010F46, 0x00010F50}, {0x00010F82, 0x00010F85},
-{0x00011000, 0x00011002}, {0x00011038, 0x00011046}, {0x00011070, 0x00011070}, {0x00011073, 0x00011074},
-{0x0001107F, 0x00011082}, {0x000110B0, 0x000110BA}, {0x000110C2, 0x000110C2}, {0x00011100, 0x00011102},
-{0x00011127, 0x00011134}, {0x00011145, 0x00011146}, {0x00011173, 0x00011173}, {0x00011180, 0x00011182},
-{0x000111B3, 0x000111C0}, {0x000111C9, 0x000111CC}, {0x000111CE, 0x000111CF}, {0x0001122C, 0x00011237},
-{0x0001123E, 0x0001123E}, {0x00011241, 0x00011241}, {0x000112DF, 0x000112EA}, {0x00011300, 0x00011303},
-{0x0001133B, 0x0001133C}, {0x0001133E, 0x00011344}, {0x00011347, 0x00011348}, {0x0001134B, 0x0001134D},
-{0x00011357, 0x00011357}, {0x00011362, 0x00011363}, {0x00011366, 0x0001136C}, {0x00011370, 0x00011374},
-{0x00011435, 0x00011446}, {0x0001145E, 0x0001145E}, {0x000114B0, 0x000114C3}, {0x000115AF, 0x000115B5},
-{0x000115B8, 0x000115C0}, {0x000115DC, 0x000115DD}, {0x00011630, 0x00011640}, {0x000116AB, 0x000116B7},
-{0x0001171D, 0x0001172B}, {0x0001182C, 0x0001183A}, {0x00011930, 0x00011935}, {0x00011937, 0x00011938},
-{0x0001193B, 0x0001193E}, {0x00011940, 0x00011940}, {0x00011942, 0x00011943}, {0x000119D1, 0x000119D7},
-{0x000119DA, 0x000119E0}, {0x000119E4, 0x000119E4}, {0x00011A01, 0x00011A0A}, {0x00011A33, 0x00011A39},
-{0x00011A3B, 0x00011A3E}, {0x00011A47, 0x00011A47}, {0x00011A51, 0x00011A5B}, {0x00011A8A, 0x00011A99},
-{0x00011C2F, 0x00011C36}, {0x00011C38, 0x00011C3F}, {0x00011C92, 0x00011CA7}, {0x00011CA9, 0x00011CB6},
-{0x00011D31, 0x00011D36}, {0x00011D3A, 0x00011D3A}, {0x00011D3C, 0x00011D3D}, {0x00011D3F, 0x00011D45},
-{0x00011D47, 0x00011D47}, {0x00011D8A, 0x00011D8E}, {0x00011D90, 0x00011D91}, {0x00011D93, 0x00011D97},
-{0x00011EF3, 0x00011EF6}, {0x00011F00, 0x00011F01}, {0x00011F03, 0x00011F03}, {0x00011F34, 0x00011F3A},
-{0x00011F3E, 0x00011F42}, {0x00013440, 0x00013440}, {0x00013447, 0x00013455}, {0x00016AF0, 0x00016AF4},
-{0x00016B30, 0x00016B36}, {0x00016F4F, 0x00016F4F}, {0x00016F51, 0x00016F87}, {0x00016F8F, 0x00016F92},
-{0x00016FE4, 0x00016FE4}, {0x00016FF0, 0x00016FF1}, {0x0001BC9D, 0x0001BC9E}, {0x0001CF00, 0x0001CF2D},
-{0x0001CF30, 0x0001CF46}, {0x0001D165, 0x0001D169}, {0x0001D16D, 0x0001D172}, {0x0001D17B, 0x0001D182},
-{0x0001D185, 0x0001D18B}, {0x0001D1AA, 0x0001D1AD}, {0x0001D242, 0x0001D244}, {0x0001DA00, 0x0001DA36},
-{0x0001DA3B, 0x0001DA6C}, {0x0001DA75, 0x0001DA75}, {0x0001DA84, 0x0001DA84}, {0x0001DA9B, 0x0001DA9F},
-{0x0001DAA1, 0x0001DAAF}, {0x0001E000, 0x0001E006}, {0x0001E008, 0x0001E018}, {0x0001E01B, 0x0001E021},
-{0x0001E023, 0x0001E024}, {0x0001E026, 0x0001E02A}, {0x0001E08F, 0x0001E08F}, {0x0001E130, 0x0001E136},
-{0x0001E2AE, 0x0001E2AE}, {0x0001E2EC, 0x0001E2EF}, {0x0001E4EC, 0x0001E4EF}, {0x0001E8D0, 0x0001E8D6},
-{0x0001E944, 0x0001E94A}, {0x000E0100, 0x000E01EF},
+const std::unordered_map<uint32_t, uint32_t> unicode_map_uppercase = {
+{0x000061, 0x000041},
+{0x000062, 0x000042},
+{0x000063, 0x000043},
+{0x000064, 0x000044},
+{0x000065, 0x000045},
+{0x000066, 0x000046},
+{0x000067, 0x000047},
+{0x000068, 0x000048},
+{0x000069, 0x000049},
+{0x00006A, 0x00004A},
+{0x00006B, 0x00004B},
+{0x00006C, 0x00004C},
+{0x00006D, 0x00004D},
+{0x00006E, 0x00004E},
+{0x00006F, 0x00004F},
+{0x000070, 0x000050},
+{0x000071, 0x000051},
+{0x000072, 0x000052},
+{0x000073, 0x000053},
+{0x000074, 0x000054},
+{0x000075, 0x000055},
+{0x000076, 0x000056},
+{0x000077, 0x000057},
+{0x000078, 0x000058},
+{0x000079, 0x000059},
+{0x00007A, 0x00005A},
+{0x0000B5, 0x00039C},
+{0x0000DF, 0x000053},
+{0x0000E0, 0x0000C0},
+{0x0000E1, 0x0000C1},
+{0x0000E2, 0x0000C2},
+{0x0000E3, 0x0000C3},
+{0x0000E4, 0x0000C4},
+{0x0000E5, 0x0000C5},
+{0x0000E6, 0x0000C6},
+{0x0000E7, 0x0000C7},
+{0x0000E8, 0x0000C8},
+{0x0000E9, 0x0000C9},
+{0x0000EA, 0x0000CA},
+{0x0000EB, 0x0000CB},
+{0x0000EC, 0x0000CC},
+{0x0000ED, 0x0000CD},
+{0x0000EE, 0x0000CE},
+{0x0000EF, 0x0000CF},
+{0x0000F0, 0x0000D0},
+{0x0000F1, 0x0000D1},
+{0x0000F2, 0x0000D2},
+{0x0000F3, 0x0000D3},
+{0x0000F4, 0x0000D4},
+{0x0000F5, 0x0000D5},
+{0x0000F6, 0x0000D6},
+{0x0000F8, 0x0000D8},
+{0x0000F9, 0x0000D9},
+{0x0000FA, 0x0000DA},
+{0x0000FB, 0x0000DB},
+{0x0000FC, 0x0000DC},
+{0x0000FD, 0x0000DD},
+{0x0000FE, 0x0000DE},
+{0x0000FF, 0x000178},
+{0x000101, 0x000100},
+{0x000103, 0x000102},
+{0x000105, 0x000104},
+{0x000107, 0x000106},
+{0x000109, 0x000108},
+{0x00010B, 0x00010A},
+{0x00010D, 0x00010C},
+{0x00010F, 0x00010E},
+{0x000111, 0x000110},
+{0x000113, 0x000112},
+{0x000115, 0x000114},
+{0x000117, 0x000116},
+{0x000119, 0x000118},
+{0x00011B, 0x00011A},
+{0x00011D, 0x00011C},
+{0x00011F, 0x00011E},
+{0x000121, 0x000120},
+{0x000123, 0x000122},
+{0x000125, 0x000124},
+{0x000127, 0x000126},
+{0x000129, 0x000128},
+{0x00012B, 0x00012A},
+{0x00012D, 0x00012C},
+{0x00012F, 0x00012E},
+{0x000131, 0x000049},
+{0x000133, 0x000132},
+{0x000135, 0x000134},
+{0x000137, 0x000136},
+{0x00013A, 0x000139},
+{0x00013C, 0x00013B},
+{0x00013E, 0x00013D},
+{0x000140, 0x00013F},
+{0x000142, 0x000141},
+{0x000144, 0x000143},
+{0x000146, 0x000145},
+{0x000148, 0x000147},
+{0x000149, 0x0002BC},
+{0x00014B, 0x00014A},
+{0x00014D, 0x00014C},
+{0x00014F, 0x00014E},
+{0x000151, 0x000150},
+{0x000153, 0x000152},
+{0x000155, 0x000154},
+{0x000157, 0x000156},
+{0x000159, 0x000158},
+{0x00015B, 0x00015A},
+{0x00015D, 0x00015C},
+{0x00015F, 0x00015E},
+{0x000161, 0x000160},
+{0x000163, 0x000162},
+{0x000165, 0x000164},
+{0x000167, 0x000166},
+{0x000169, 0x000168},
+{0x00016B, 0x00016A},
+{0x00016D, 0x00016C},
+{0x00016F, 0x00016E},
+{0x000171, 0x000170},
+{0x000173, 0x000172},
+{0x000175, 0x000174},
+{0x000177, 0x000176},
+{0x00017A, 0x000179},
+{0x00017C, 0x00017B},
+{0x00017E, 0x00017D},
+{0x00017F, 0x000053},
+{0x000180, 0x000243},
+{0x000183, 0x000182},
+{0x000185, 0x000184},
+{0x000188, 0x000187},
+{0x00018C, 0x00018B},
+{0x000192, 0x000191},
+{0x000195, 0x0001F6},
+{0x000199, 0x000198},
+{0x00019A, 0x00023D},
+{0x00019E, 0x000220},
+{0x0001A1, 0x0001A0},
+{0x0001A3, 0x0001A2},
+{0x0001A5, 0x0001A4},
+{0x0001A8, 0x0001A7},
+{0x0001AD, 0x0001AC},
+{0x0001B0, 0x0001AF},
+{0x0001B4, 0x0001B3},
+{0x0001B6, 0x0001B5},
+{0x0001B9, 0x0001B8},
+{0x0001BD, 0x0001BC},
+{0x0001BF, 0x0001F7},
+{0x0001C5, 0x0001C4},
+{0x0001C6, 0x0001C4},
+{0x0001C8, 0x0001C7},
+{0x0001C9, 0x0001C7},
+{0x0001CB, 0x0001CA},
+{0x0001CC, 0x0001CA},
+{0x0001CE, 0x0001CD},
+{0x0001D0, 0x0001CF},
+{0x0001D2, 0x0001D1},
+{0x0001D4, 0x0001D3},
+{0x0001D6, 0x0001D5},
+{0x0001D8, 0x0001D7},
+{0x0001DA, 0x0001D9},
+{0x0001DC, 0x0001DB},
+{0x0001DD, 0x00018E},
+{0x0001DF, 0x0001DE},
+{0x0001E1, 0x0001E0},
+{0x0001E3, 0x0001E2},
+{0x0001E5, 0x0001E4},
+{0x0001E7, 0x0001E6},
+{0x0001E9, 0x0001E8},
+{0x0001EB, 0x0001EA},
+{0x0001ED, 0x0001EC},
+{0x0001EF, 0x0001EE},
+{0x0001F0, 0x00004A},
+{0x0001F2, 0x0001F1},
+{0x0001F3, 0x0001F1},
+{0x0001F5, 0x0001F4},
+{0x0001F9, 0x0001F8},
+{0x0001FB, 0x0001FA},
+{0x0001FD, 0x0001FC},
+{0x0001FF, 0x0001FE},
+{0x000201, 0x000200},
+{0x000203, 0x000202},
+{0x000205, 0x000204},
+{0x000207, 0x000206},
+{0x000209, 0x000208},
+{0x00020B, 0x00020A},
+{0x00020D, 0x00020C},
+{0x00020F, 0x00020E},
+{0x000211, 0x000210},
+{0x000213, 0x000212},
+{0x000215, 0x000214},
+{0x000217, 0x000216},
+{0x000219, 0x000218},
+{0x00021B, 0x00021A},
+{0x00021D, 0x00021C},
+{0x00021F, 0x00021E},
+{0x000223, 0x000222},
+{0x000225, 0x000224},
+{0x000227, 0x000226},
+{0x000229, 0x000228},
+{0x00022B, 0x00022A},
+{0x00022D, 0x00022C},
+{0x00022F, 0x00022E},
+{0x000231, 0x000230},
+{0x000233, 0x000232},
+{0x00023C, 0x00023B},
+{0x00023F, 0x002C7E},
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+{0x00FB00, 0x000046},
+{0x00FB01, 0x000046},
+{0x00FB02, 0x000046},
+{0x00FB03, 0x000046},
+{0x00FB04, 0x000046},
+{0x00FB05, 0x000053},
+{0x00FB06, 0x000053},
+{0x00FB13, 0x000544},
+{0x00FB14, 0x000544},
+{0x00FB15, 0x000544},
+{0x00FB16, 0x00054E},
+{0x00FB17, 0x000544},
+{0x00FF41, 0x00FF21},
+{0x00FF42, 0x00FF22},
+{0x00FF43, 0x00FF23},
+{0x00FF44, 0x00FF24},
+{0x00FF45, 0x00FF25},
+{0x00FF46, 0x00FF26},
+{0x00FF47, 0x00FF27},
+{0x00FF48, 0x00FF28},
+{0x00FF49, 0x00FF29},
+{0x00FF4A, 0x00FF2A},
+{0x00FF4B, 0x00FF2B},
+{0x00FF4C, 0x00FF2C},
+{0x00FF4D, 0x00FF2D},
+{0x00FF4E, 0x00FF2E},
+{0x00FF4F, 0x00FF2F},
+{0x00FF50, 0x00FF30},
+{0x00FF51, 0x00FF31},
+{0x00FF52, 0x00FF32},
+{0x00FF53, 0x00FF33},
+{0x00FF54, 0x00FF34},
+{0x00FF55, 0x00FF35},
+{0x00FF56, 0x00FF36},
+{0x00FF57, 0x00FF37},
+{0x00FF58, 0x00FF38},
+{0x00FF59, 0x00FF39},
+{0x00FF5A, 0x00FF3A},
+{0x010428, 0x010400},
+{0x010429, 0x010401},
+{0x01042A, 0x010402},
+{0x01042B, 0x010403},
+{0x01042C, 0x010404},
+{0x01042D, 0x010405},
+{0x01042E, 0x010406},
+{0x01042F, 0x010407},
+{0x010430, 0x010408},
+{0x010431, 0x010409},
+{0x010432, 0x01040A},
+{0x010433, 0x01040B},
+{0x010434, 0x01040C},
+{0x010435, 0x01040D},
+{0x010436, 0x01040E},
+{0x010437, 0x01040F},
+{0x010438, 0x010410},
+{0x010439, 0x010411},
+{0x01043A, 0x010412},
+{0x01043B, 0x010413},
+{0x01043C, 0x010414},
+{0x01043D, 0x010415},
+{0x01043E, 0x010416},
+{0x01043F, 0x010417},
+{0x010440, 0x010418},
+{0x010441, 0x010419},
+{0x010442, 0x01041A},
+{0x010443, 0x01041B},
+{0x010444, 0x01041C},
+{0x010445, 0x01041D},
+{0x010446, 0x01041E},
+{0x010447, 0x01041F},
+{0x010448, 0x010420},
+{0x010449, 0x010421},
+{0x01044A, 0x010422},
+{0x01044B, 0x010423},
+{0x01044C, 0x010424},
+{0x01044D, 0x010425},
+{0x01044E, 0x010426},
+{0x01044F, 0x010427},
+{0x0104D8, 0x0104B0},
+{0x0104D9, 0x0104B1},
+{0x0104DA, 0x0104B2},
+{0x0104DB, 0x0104B3},
+{0x0104DC, 0x0104B4},
+{0x0104DD, 0x0104B5},
+{0x0104DE, 0x0104B6},
+{0x0104DF, 0x0104B7},
+{0x0104E0, 0x0104B8},
+{0x0104E1, 0x0104B9},
+{0x0104E2, 0x0104BA},
+{0x0104E3, 0x0104BB},
+{0x0104E4, 0x0104BC},
+{0x0104E5, 0x0104BD},
+{0x0104E6, 0x0104BE},
+{0x0104E7, 0x0104BF},
+{0x0104E8, 0x0104C0},
+{0x0104E9, 0x0104C1},
+{0x0104EA, 0x0104C2},
+{0x0104EB, 0x0104C3},
+{0x0104EC, 0x0104C4},
+{0x0104ED, 0x0104C5},
+{0x0104EE, 0x0104C6},
+{0x0104EF, 0x0104C7},
+{0x0104F0, 0x0104C8},
+{0x0104F1, 0x0104C9},
+{0x0104F2, 0x0104CA},
+{0x0104F3, 0x0104CB},
+{0x0104F4, 0x0104CC},
+{0x0104F5, 0x0104CD},
+{0x0104F6, 0x0104CE},
+{0x0104F7, 0x0104CF},
+{0x0104F8, 0x0104D0},
+{0x0104F9, 0x0104D1},
+{0x0104FA, 0x0104D2},
+{0x0104FB, 0x0104D3},
+{0x010CC0, 0x010C80},
+{0x010CC1, 0x010C81},
+{0x010CC2, 0x010C82},
+{0x010CC3, 0x010C83},
+{0x010CC4, 0x010C84},
+{0x010CC5, 0x010C85},
+{0x010CC6, 0x010C86},
+{0x010CC7, 0x010C87},
+{0x010CC8, 0x010C88},
+{0x010CC9, 0x010C89},
+{0x010CCA, 0x010C8A},
+{0x010CCB, 0x010C8B},
+{0x010CCC, 0x010C8C},
+{0x010CCD, 0x010C8D},
+{0x010CCE, 0x010C8E},
+{0x010CCF, 0x010C8F},
+{0x010CD0, 0x010C90},
+{0x010CD1, 0x010C91},
+{0x010CD2, 0x010C92},
+{0x010CD3, 0x010C93},
+{0x010CD4, 0x010C94},
+{0x010CD5, 0x010C95},
+{0x010CD6, 0x010C96},
+{0x010CD7, 0x010C97},
+{0x010CD8, 0x010C98},
+{0x010CD9, 0x010C99},
+{0x010CDA, 0x010C9A},
+{0x010CDB, 0x010C9B},
+{0x010CDC, 0x010C9C},
+{0x010CDD, 0x010C9D},
+{0x010CDE, 0x010C9E},
+{0x010CDF, 0x010C9F},
+{0x010CE0, 0x010CA0},
+{0x010CE1, 0x010CA1},
+{0x010CE2, 0x010CA2},
+{0x010CE3, 0x010CA3},
+{0x010CE4, 0x010CA4},
+{0x010CE5, 0x010CA5},
+{0x010CE6, 0x010CA6},
+{0x010CE7, 0x010CA7},
+{0x010CE8, 0x010CA8},
+{0x010CE9, 0x010CA9},
+{0x010CEA, 0x010CAA},
+{0x010CEB, 0x010CAB},
+{0x010CEC, 0x010CAC},
+{0x010CED, 0x010CAD},
+{0x010CEE, 0x010CAE},
+{0x010CEF, 0x010CAF},
+{0x010CF0, 0x010CB0},
+{0x010CF1, 0x010CB1},
+{0x010CF2, 0x010CB2},
+{0x0118C0, 0x0118A0},
+{0x0118C1, 0x0118A1},
+{0x0118C2, 0x0118A2},
+{0x0118C3, 0x0118A3},
+{0x0118C4, 0x0118A4},
+{0x0118C5, 0x0118A5},
+{0x0118C6, 0x0118A6},
+{0x0118C7, 0x0118A7},
+{0x0118C8, 0x0118A8},
+{0x0118C9, 0x0118A9},
+{0x0118CA, 0x0118AA},
+{0x0118CB, 0x0118AB},
+{0x0118CC, 0x0118AC},
+{0x0118CD, 0x0118AD},
+{0x0118CE, 0x0118AE},
+{0x0118CF, 0x0118AF},
+{0x0118D0, 0x0118B0},
+{0x0118D1, 0x0118B1},
+{0x0118D2, 0x0118B2},
+{0x0118D3, 0x0118B3},
+{0x0118D4, 0x0118B4},
+{0x0118D5, 0x0118B5},
+{0x0118D6, 0x0118B6},
+{0x0118D7, 0x0118B7},
+{0x0118D8, 0x0118B8},
+{0x0118D9, 0x0118B9},
+{0x0118DA, 0x0118BA},
+{0x0118DB, 0x0118BB},
+{0x0118DC, 0x0118BC},
+{0x0118DD, 0x0118BD},
+{0x0118DE, 0x0118BE},
+{0x0118DF, 0x0118BF},
+{0x016E60, 0x016E40},
+{0x016E61, 0x016E41},
+{0x016E62, 0x016E42},
+{0x016E63, 0x016E43},
+{0x016E64, 0x016E44},
+{0x016E65, 0x016E45},
+{0x016E66, 0x016E46},
+{0x016E67, 0x016E47},
+{0x016E68, 0x016E48},
+{0x016E69, 0x016E49},
+{0x016E6A, 0x016E4A},
+{0x016E6B, 0x016E4B},
+{0x016E6C, 0x016E4C},
+{0x016E6D, 0x016E4D},
+{0x016E6E, 0x016E4E},
+{0x016E6F, 0x016E4F},
+{0x016E70, 0x016E50},
+{0x016E71, 0x016E51},
+{0x016E72, 0x016E52},
+{0x016E73, 0x016E53},
+{0x016E74, 0x016E54},
+{0x016E75, 0x016E55},
+{0x016E76, 0x016E56},
+{0x016E77, 0x016E57},
+{0x016E78, 0x016E58},
+{0x016E79, 0x016E59},
+{0x016E7A, 0x016E5A},
+{0x016E7B, 0x016E5B},
+{0x016E7C, 0x016E5C},
+{0x016E7D, 0x016E5D},
+{0x016E7E, 0x016E5E},
+{0x016E7F, 0x016E5F},
+{0x01E922, 0x01E900},
+{0x01E923, 0x01E901},
+{0x01E924, 0x01E902},
+{0x01E925, 0x01E903},
+{0x01E926, 0x01E904},
+{0x01E927, 0x01E905},
+{0x01E928, 0x01E906},
+{0x01E929, 0x01E907},
+{0x01E92A, 0x01E908},
+{0x01E92B, 0x01E909},
+{0x01E92C, 0x01E90A},
+{0x01E92D, 0x01E90B},
+{0x01E92E, 0x01E90C},
+{0x01E92F, 0x01E90D},
+{0x01E930, 0x01E90E},
+{0x01E931, 0x01E90F},
+{0x01E932, 0x01E910},
+{0x01E933, 0x01E911},
+{0x01E934, 0x01E912},
+{0x01E935, 0x01E913},
+{0x01E936, 0x01E914},
+{0x01E937, 0x01E915},
+{0x01E938, 0x01E916},
+{0x01E939, 0x01E917},
+{0x01E93A, 0x01E918},
+{0x01E93B, 0x01E919},
+{0x01E93C, 0x01E91A},
+{0x01E93D, 0x01E91B},
+{0x01E93E, 0x01E91C},
+{0x01E93F, 0x01E91D},
+{0x01E940, 0x01E91E},
+{0x01E941, 0x01E91F},
+{0x01E942, 0x01E920},
+{0x01E943, 0x01E921},
 };
 
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_punctuation = {
-{0x00000021, 0x00000023}, {0x00000025, 0x0000002A}, {0x0000002C, 0x0000002F}, {0x0000003A, 0x0000003B},
-{0x0000003F, 0x00000040}, {0x0000005B, 0x0000005D}, {0x0000005F, 0x0000005F}, {0x0000007B, 0x0000007B},
-{0x0000007D, 0x0000007D}, {0x000000A1, 0x000000A1}, {0x000000A7, 0x000000A7}, {0x000000AB, 0x000000AB},
-{0x000000B6, 0x000000B7}, {0x000000BB, 0x000000BB}, {0x000000BF, 0x000000BF}, {0x0000037E, 0x0000037E},
-{0x00000387, 0x00000387}, {0x0000055A, 0x0000055F}, {0x00000589, 0x0000058A}, {0x000005BE, 0x000005BE},
-{0x000005C0, 0x000005C0}, {0x000005C3, 0x000005C3}, {0x000005C6, 0x000005C6}, {0x000005F3, 0x000005F4},
-{0x00000609, 0x0000060A}, {0x0000060C, 0x0000060D}, {0x0000061B, 0x0000061B}, {0x0000061D, 0x0000061F},
-{0x0000066A, 0x0000066D}, {0x000006D4, 0x000006D4}, {0x00000700, 0x0000070D}, {0x000007F7, 0x000007F9},
-{0x00000830, 0x0000083E}, {0x0000085E, 0x0000085E}, {0x00000964, 0x00000965}, {0x00000970, 0x00000970},
-{0x000009FD, 0x000009FD}, {0x00000A76, 0x00000A76}, {0x00000AF0, 0x00000AF0}, {0x00000C77, 0x00000C77},
-{0x00000C84, 0x00000C84}, {0x00000DF4, 0x00000DF4}, {0x00000E4F, 0x00000E4F}, {0x00000E5A, 0x00000E5B},
-{0x00000F04, 0x00000F12}, {0x00000F14, 0x00000F14}, {0x00000F3A, 0x00000F3D}, {0x00000F85, 0x00000F85},
-{0x00000FD0, 0x00000FD4}, {0x00000FD9, 0x00000FDA}, {0x0000104A, 0x0000104F}, {0x000010FB, 0x000010FB},
-{0x00001360, 0x00001368}, {0x00001400, 0x00001400}, {0x0000166E, 0x0000166E}, {0x0000169B, 0x0000169C},
-{0x000016EB, 0x000016ED}, {0x00001735, 0x00001736}, {0x000017D4, 0x000017D6}, {0x000017D8, 0x000017DA},
-{0x00001800, 0x0000180A}, {0x00001944, 0x00001945}, {0x00001A1E, 0x00001A1F}, {0x00001AA0, 0x00001AA6},
-{0x00001AA8, 0x00001AAD}, {0x00001B5A, 0x00001B60}, {0x00001B7D, 0x00001B7E}, {0x00001BFC, 0x00001BFF},
-{0x00001C3B, 0x00001C3F}, {0x00001C7E, 0x00001C7F}, {0x00001CC0, 0x00001CC7}, {0x00001CD3, 0x00001CD3},
-{0x00002010, 0x00002027}, {0x00002030, 0x00002043}, {0x00002045, 0x00002051}, {0x00002053, 0x0000205E},
-{0x0000207D, 0x0000207E}, {0x0000208D, 0x0000208E}, {0x00002308, 0x0000230B}, {0x00002329, 0x0000232A},
-{0x00002768, 0x00002775}, {0x000027C5, 0x000027C6}, {0x000027E6, 0x000027EF}, {0x00002983, 0x00002998},
-{0x000029D8, 0x000029DB}, {0x000029FC, 0x000029FD}, {0x00002CF9, 0x00002CFC}, {0x00002CFE, 0x00002CFF},
-{0x00002D70, 0x00002D70}, {0x00002E00, 0x00002E2E}, {0x00002E30, 0x00002E4F}, {0x00002E52, 0x00002E5D},
-{0x00003001, 0x00003003}, {0x00003008, 0x00003011}, {0x00003014, 0x0000301F}, {0x00003030, 0x00003030},
-{0x0000303D, 0x0000303D}, {0x000030A0, 0x000030A0}, {0x000030FB, 0x000030FB}, {0x0000A4FE, 0x0000A4FF},
-{0x0000A60D, 0x0000A60F}, {0x0000A673, 0x0000A673}, {0x0000A67E, 0x0000A67E}, {0x0000A6F2, 0x0000A6F7},
-{0x0000A874, 0x0000A877}, {0x0000A8CE, 0x0000A8CF}, {0x0000A8F8, 0x0000A8FA}, {0x0000A8FC, 0x0000A8FC},
-{0x0000A92E, 0x0000A92F}, {0x0000A95F, 0x0000A95F}, {0x0000A9C1, 0x0000A9CD}, {0x0000A9DE, 0x0000A9DF},
-{0x0000AA5C, 0x0000AA5F}, {0x0000AADE, 0x0000AADF}, {0x0000AAF0, 0x0000AAF1}, {0x0000ABEB, 0x0000ABEB},
-{0x0000FD3E, 0x0000FD3F}, {0x0000FE10, 0x0000FE19}, {0x0000FE30, 0x0000FE52}, {0x0000FE54, 0x0000FE61},
-{0x0000FE63, 0x0000FE63}, {0x0000FE68, 0x0000FE68}, {0x0000FE6A, 0x0000FE6B}, {0x0000FF01, 0x0000FF03},
-{0x0000FF05, 0x0000FF0A}, {0x0000FF0C, 0x0000FF0F}, {0x0000FF1A, 0x0000FF1B}, {0x0000FF1F, 0x0000FF20},
-{0x0000FF3B, 0x0000FF3D}, {0x0000FF3F, 0x0000FF3F}, {0x0000FF5B, 0x0000FF5B}, {0x0000FF5D, 0x0000FF5D},
-{0x0000FF5F, 0x0000FF65}, {0x00010100, 0x00010102}, {0x0001039F, 0x0001039F}, {0x000103D0, 0x000103D0},
-{0x0001056F, 0x0001056F}, {0x00010857, 0x00010857}, {0x0001091F, 0x0001091F}, {0x0001093F, 0x0001093F},
-{0x00010A50, 0x00010A58}, {0x00010A7F, 0x00010A7F}, {0x00010AF0, 0x00010AF6}, {0x00010B39, 0x00010B3F},
-{0x00010B99, 0x00010B9C}, {0x00010EAD, 0x00010EAD}, {0x00010F55, 0x00010F59}, {0x00010F86, 0x00010F89},
-{0x00011047, 0x0001104D}, {0x000110BB, 0x000110BC}, {0x000110BE, 0x000110C1}, {0x00011140, 0x00011143},
-{0x00011174, 0x00011175}, {0x000111C5, 0x000111C8}, {0x000111CD, 0x000111CD}, {0x000111DB, 0x000111DB},
-{0x000111DD, 0x000111DF}, {0x00011238, 0x0001123D}, {0x000112A9, 0x000112A9}, {0x0001144B, 0x0001144F},
-{0x0001145A, 0x0001145B}, {0x0001145D, 0x0001145D}, {0x000114C6, 0x000114C6}, {0x000115C1, 0x000115D7},
-{0x00011641, 0x00011643}, {0x00011660, 0x0001166C}, {0x000116B9, 0x000116B9}, {0x0001173C, 0x0001173E},
-{0x0001183B, 0x0001183B}, {0x00011944, 0x00011946}, {0x000119E2, 0x000119E2}, {0x00011A3F, 0x00011A46},
-{0x00011A9A, 0x00011A9C}, {0x00011A9E, 0x00011AA2}, {0x00011B00, 0x00011B09}, {0x00011C41, 0x00011C45},
-{0x00011C70, 0x00011C71}, {0x00011EF7, 0x00011EF8}, {0x00011F43, 0x00011F4F}, {0x00011FFF, 0x00011FFF},
-{0x00012470, 0x00012474}, {0x00012FF1, 0x00012FF2}, {0x00016A6E, 0x00016A6F}, {0x00016AF5, 0x00016AF5},
-{0x00016B37, 0x00016B3B}, {0x00016B44, 0x00016B44}, {0x00016E97, 0x00016E9A}, {0x00016FE2, 0x00016FE2},
-{0x0001BC9F, 0x0001BC9F}, {0x0001DA87, 0x0001DA8B}, {0x0001E95E, 0x0001E95F},
+const std::vector<range_nfd> unicode_ranges_nfd = {  // start, last, nfd
+{0x000000, 0x000000, 0x000000},
+{0x0000C0, 0x0000C5, 0x000041},
+{0x0000C7, 0x0000C7, 0x000043},
+{0x0000C8, 0x0000CB, 0x000045},
+{0x0000CC, 0x0000CF, 0x000049},
+{0x0000D1, 0x0000D1, 0x00004E},
+{0x0000D2, 0x0000D6, 0x00004F},
+{0x0000D9, 0x0000DC, 0x000055},
+{0x0000DD, 0x0000DD, 0x000059},
+{0x0000E0, 0x0000E5, 0x000061},
+{0x0000E7, 0x0000E7, 0x000063},
+{0x0000E8, 0x0000EB, 0x000065},
+{0x0000EC, 0x0000EF, 0x000069},
+{0x0000F1, 0x0000F1, 0x00006E},
+{0x0000F2, 0x0000F6, 0x00006F},
+{0x0000F9, 0x0000FC, 0x000075},
+{0x0000FD, 0x0000FD, 0x000079},
+{0x0000FF, 0x0000FF, 0x000079},
+{0x000100, 0x000100, 0x000041},
+{0x000101, 0x000101, 0x000061},
+{0x000102, 0x000102, 0x000041},
+{0x000103, 0x000103, 0x000061},
+{0x000104, 0x000104, 0x000041},
+{0x000105, 0x000105, 0x000061},
+{0x000106, 0x000106, 0x000043},
+{0x000107, 0x000107, 0x000063},
+{0x000108, 0x000108, 0x000043},
+{0x000109, 0x000109, 0x000063},
+{0x00010A, 0x00010A, 0x000043},
+{0x00010B, 0x00010B, 0x000063},
+{0x00010C, 0x00010C, 0x000043},
+{0x00010D, 0x00010D, 0x000063},
+{0x00010E, 0x00010E, 0x000044},
+{0x00010F, 0x00010F, 0x000064},
+{0x000112, 0x000112, 0x000045},
+{0x000113, 0x000113, 0x000065},
+{0x000114, 0x000114, 0x000045},
+{0x000115, 0x000115, 0x000065},
+{0x000116, 0x000116, 0x000045},
+{0x000117, 0x000117, 0x000065},
+{0x000118, 0x000118, 0x000045},
+{0x000119, 0x000119, 0x000065},
+{0x00011A, 0x00011A, 0x000045},
+{0x00011B, 0x00011B, 0x000065},
+{0x00011C, 0x00011C, 0x000047},
+{0x00011D, 0x00011D, 0x000067},
+{0x00011E, 0x00011E, 0x000047},
+{0x00011F, 0x00011F, 0x000067},
+{0x000120, 0x000120, 0x000047},
+{0x000121, 0x000121, 0x000067},
+{0x000122, 0x000122, 0x000047},
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+{0x02F8D7, 0x02F8D7, 0x0043D9},
+{0x02F8D8, 0x02F8D8, 0x006717},
+{0x02F8D9, 0x02F8D9, 0x00671B},
+{0x02F8DA, 0x02F8DA, 0x006721},
+{0x02F8DB, 0x02F8DB, 0x00675E},
+{0x02F8DC, 0x02F8DC, 0x006753},
+{0x02F8DD, 0x02F8DD, 0x0233C3},
+{0x02F8DE, 0x02F8DE, 0x003B49},
+{0x02F8DF, 0x02F8DF, 0x0067FA},
+{0x02F8E0, 0x02F8E0, 0x006785},
+{0x02F8E1, 0x02F8E1, 0x006852},
+{0x02F8E2, 0x02F8E2, 0x006885},
+{0x02F8E3, 0x02F8E3, 0x02346D},
+{0x02F8E4, 0x02F8E4, 0x00688E},
+{0x02F8E5, 0x02F8E5, 0x00681F},
+{0x02F8E6, 0x02F8E6, 0x006914},
+{0x02F8E7, 0x02F8E7, 0x003B9D},
+{0x02F8E8, 0x02F8E8, 0x006942},
+{0x02F8E9, 0x02F8E9, 0x0069A3},
+{0x02F8EA, 0x02F8EA, 0x0069EA},
+{0x02F8EB, 0x02F8EB, 0x006AA8},
+{0x02F8EC, 0x02F8EC, 0x0236A3},
+{0x02F8ED, 0x02F8ED, 0x006ADB},
+{0x02F8EE, 0x02F8EE, 0x003C18},
+{0x02F8EF, 0x02F8EF, 0x006B21},
+{0x02F8F0, 0x02F8F0, 0x0238A7},
+{0x02F8F1, 0x02F8F1, 0x006B54},
+{0x02F8F2, 0x02F8F2, 0x003C4E},
+{0x02F8F3, 0x02F8F3, 0x006B72},
+{0x02F8F4, 0x02F8F4, 0x006B9F},
+{0x02F8F5, 0x02F8F5, 0x006BBA},
+{0x02F8F6, 0x02F8F6, 0x006BBB},
+{0x02F8F7, 0x02F8F7, 0x023A8D},
+{0x02F8F8, 0x02F8F8, 0x021D0B},
+{0x02F8F9, 0x02F8F9, 0x023AFA},
+{0x02F8FA, 0x02F8FA, 0x006C4E},
+{0x02F8FB, 0x02F8FB, 0x023CBC},
+{0x02F8FC, 0x02F8FC, 0x006CBF},
+{0x02F8FD, 0x02F8FD, 0x006CCD},
+{0x02F8FE, 0x02F8FE, 0x006C67},
+{0x02F8FF, 0x02F8FF, 0x006D16},
+{0x02F900, 0x02F900, 0x006D3E},
+{0x02F901, 0x02F901, 0x006D77},
+{0x02F902, 0x02F902, 0x006D41},
+{0x02F903, 0x02F903, 0x006D69},
+{0x02F904, 0x02F904, 0x006D78},
+{0x02F905, 0x02F905, 0x006D85},
+{0x02F906, 0x02F906, 0x023D1E},
+{0x02F907, 0x02F907, 0x006D34},
+{0x02F908, 0x02F908, 0x006E2F},
+{0x02F909, 0x02F909, 0x006E6E},
+{0x02F90A, 0x02F90A, 0x003D33},
+{0x02F90B, 0x02F90B, 0x006ECB},
+{0x02F90C, 0x02F90C, 0x006EC7},
+{0x02F90D, 0x02F90D, 0x023ED1},
+{0x02F90E, 0x02F90E, 0x006DF9},
+{0x02F90F, 0x02F90F, 0x006F6E},
+{0x02F910, 0x02F910, 0x023F5E},
+{0x02F911, 0x02F911, 0x023F8E},
+{0x02F912, 0x02F912, 0x006FC6},
+{0x02F913, 0x02F913, 0x007039},
+{0x02F914, 0x02F914, 0x00701E},
+{0x02F915, 0x02F915, 0x00701B},
+{0x02F916, 0x02F916, 0x003D96},
+{0x02F917, 0x02F917, 0x00704A},
+{0x02F918, 0x02F918, 0x00707D},
+{0x02F919, 0x02F919, 0x007077},
+{0x02F91A, 0x02F91A, 0x0070AD},
+{0x02F91B, 0x02F91B, 0x020525},
+{0x02F91C, 0x02F91C, 0x007145},
+{0x02F91D, 0x02F91D, 0x024263},
+{0x02F91E, 0x02F91E, 0x00719C},
+{0x02F91F, 0x02F91F, 0x0243AB},
+{0x02F920, 0x02F920, 0x007228},
+{0x02F921, 0x02F921, 0x007235},
+{0x02F922, 0x02F922, 0x007250},
+{0x02F923, 0x02F923, 0x024608},
+{0x02F924, 0x02F924, 0x007280},
+{0x02F925, 0x02F925, 0x007295},
+{0x02F926, 0x02F926, 0x024735},
+{0x02F927, 0x02F927, 0x024814},
+{0x02F928, 0x02F928, 0x00737A},
+{0x02F929, 0x02F929, 0x00738B},
+{0x02F92A, 0x02F92A, 0x003EAC},
+{0x02F92B, 0x02F92B, 0x0073A5},
+{0x02F92C, 0x02F92D, 0x003EB8},
+{0x02F92E, 0x02F92E, 0x007447},
+{0x02F92F, 0x02F92F, 0x00745C},
+{0x02F930, 0x02F930, 0x007471},
+{0x02F931, 0x02F931, 0x007485},
+{0x02F932, 0x02F932, 0x0074CA},
+{0x02F933, 0x02F933, 0x003F1B},
+{0x02F934, 0x02F934, 0x007524},
+{0x02F935, 0x02F935, 0x024C36},
+{0x02F936, 0x02F936, 0x00753E},
+{0x02F937, 0x02F937, 0x024C92},
+{0x02F938, 0x02F938, 0x007570},
+{0x02F939, 0x02F939, 0x02219F},
+{0x02F93A, 0x02F93A, 0x007610},
+{0x02F93B, 0x02F93B, 0x024FA1},
+{0x02F93C, 0x02F93C, 0x024FB8},
+{0x02F93D, 0x02F93D, 0x025044},
+{0x02F93E, 0x02F93E, 0x003FFC},
+{0x02F93F, 0x02F93F, 0x004008},
+{0x02F940, 0x02F940, 0x0076F4},
+{0x02F941, 0x02F941, 0x0250F3},
+{0x02F942, 0x02F942, 0x0250F2},
+{0x02F943, 0x02F943, 0x025119},
+{0x02F944, 0x02F944, 0x025133},
+{0x02F945, 0x02F945, 0x00771E},
+{0x02F946, 0x02F947, 0x00771F},
+{0x02F948, 0x02F948, 0x00774A},
+{0x02F949, 0x02F949, 0x004039},
+{0x02F94A, 0x02F94A, 0x00778B},
+{0x02F94B, 0x02F94B, 0x004046},
+{0x02F94C, 0x02F94C, 0x004096},
+{0x02F94D, 0x02F94D, 0x02541D},
+{0x02F94E, 0x02F94E, 0x00784E},
+{0x02F94F, 0x02F94F, 0x00788C},
+{0x02F950, 0x02F950, 0x0078CC},
+{0x02F951, 0x02F951, 0x0040E3},
+{0x02F952, 0x02F952, 0x025626},
+{0x02F953, 0x02F953, 0x007956},
+{0x02F954, 0x02F954, 0x02569A},
+{0x02F955, 0x02F955, 0x0256C5},
+{0x02F956, 0x02F956, 0x00798F},
+{0x02F957, 0x02F957, 0x0079EB},
+{0x02F958, 0x02F958, 0x00412F},
+{0x02F959, 0x02F959, 0x007A40},
+{0x02F95A, 0x02F95A, 0x007A4A},
+{0x02F95B, 0x02F95B, 0x007A4F},
+{0x02F95C, 0x02F95C, 0x02597C},
+{0x02F95D, 0x02F95E, 0x025AA7},
+{0x02F95F, 0x02F95F, 0x007AEE},
+{0x02F960, 0x02F960, 0x004202},
+{0x02F961, 0x02F961, 0x025BAB},
+{0x02F962, 0x02F962, 0x007BC6},
+{0x02F963, 0x02F963, 0x007BC9},
+{0x02F964, 0x02F964, 0x004227},
+{0x02F965, 0x02F965, 0x025C80},
+{0x02F966, 0x02F966, 0x007CD2},
+{0x02F967, 0x02F967, 0x0042A0},
+{0x02F968, 0x02F968, 0x007CE8},
+{0x02F969, 0x02F969, 0x007CE3},
+{0x02F96A, 0x02F96A, 0x007D00},
+{0x02F96B, 0x02F96B, 0x025F86},
+{0x02F96C, 0x02F96C, 0x007D63},
+{0x02F96D, 0x02F96D, 0x004301},
+{0x02F96E, 0x02F96E, 0x007DC7},
+{0x02F96F, 0x02F96F, 0x007E02},
+{0x02F970, 0x02F970, 0x007E45},
+{0x02F971, 0x02F971, 0x004334},
+{0x02F972, 0x02F972, 0x026228},
+{0x02F973, 0x02F973, 0x026247},
+{0x02F974, 0x02F974, 0x004359},
+{0x02F975, 0x02F975, 0x0262D9},
+{0x02F976, 0x02F976, 0x007F7A},
+{0x02F977, 0x02F977, 0x02633E},
+{0x02F978, 0x02F978, 0x007F95},
+{0x02F979, 0x02F979, 0x007FFA},
+{0x02F97A, 0x02F97A, 0x008005},
+{0x02F97B, 0x02F97B, 0x0264DA},
+{0x02F97C, 0x02F97C, 0x026523},
+{0x02F97D, 0x02F97D, 0x008060},
+{0x02F97E, 0x02F97E, 0x0265A8},
+{0x02F97F, 0x02F97F, 0x008070},
+{0x02F980, 0x02F980, 0x02335F},
+{0x02F981, 0x02F981, 0x0043D5},
+{0x02F982, 0x02F982, 0x0080B2},
+{0x02F983, 0x02F983, 0x008103},
+{0x02F984, 0x02F984, 0x00440B},
+{0x02F985, 0x02F985, 0x00813E},
+{0x02F986, 0x02F986, 0x005AB5},
+{0x02F987, 0x02F987, 0x0267A7},
+{0x02F988, 0x02F988, 0x0267B5},
+{0x02F989, 0x02F989, 0x023393},
+{0x02F98A, 0x02F98A, 0x02339C},
+{0x02F98B, 0x02F98B, 0x008201},
+{0x02F98C, 0x02F98C, 0x008204},
+{0x02F98D, 0x02F98D, 0x008F9E},
+{0x02F98E, 0x02F98E, 0x00446B},
+{0x02F98F, 0x02F98F, 0x008291},
+{0x02F990, 0x02F990, 0x00828B},
+{0x02F991, 0x02F991, 0x00829D},
+{0x02F992, 0x02F992, 0x0052B3},
+{0x02F993, 0x02F993, 0x0082B1},
+{0x02F994, 0x02F994, 0x0082B3},
+{0x02F995, 0x02F995, 0x0082BD},
+{0x02F996, 0x02F996, 0x0082E6},
+{0x02F997, 0x02F997, 0x026B3C},
+{0x02F998, 0x02F998, 0x0082E5},
+{0x02F999, 0x02F999, 0x00831D},
+{0x02F99A, 0x02F99A, 0x008363},
+{0x02F99B, 0x02F99B, 0x0083AD},
+{0x02F99C, 0x02F99C, 0x008323},
+{0x02F99D, 0x02F99D, 0x0083BD},
+{0x02F99E, 0x02F99E, 0x0083E7},
+{0x02F99F, 0x02F99F, 0x008457},
+{0x02F9A0, 0x02F9A0, 0x008353},
+{0x02F9A1, 0x02F9A1, 0x0083CA},
+{0x02F9A2, 0x02F9A2, 0x0083CC},
+{0x02F9A3, 0x02F9A3, 0x0083DC},
+{0x02F9A4, 0x02F9A4, 0x026C36},
+{0x02F9A5, 0x02F9A5, 0x026D6B},
+{0x02F9A6, 0x02F9A6, 0x026CD5},
+{0x02F9A7, 0x02F9A7, 0x00452B},
+{0x02F9A8, 0x02F9A8, 0x0084F1},
+{0x02F9A9, 0x02F9A9, 0x0084F3},
+{0x02F9AA, 0x02F9AA, 0x008516},
+{0x02F9AB, 0x02F9AB, 0x0273CA},
+{0x02F9AC, 0x02F9AC, 0x008564},
+{0x02F9AD, 0x02F9AD, 0x026F2C},
+{0x02F9AE, 0x02F9AE, 0x00455D},
+{0x02F9AF, 0x02F9AF, 0x004561},
+{0x02F9B0, 0x02F9B0, 0x026FB1},
+{0x02F9B1, 0x02F9B1, 0x0270D2},
+{0x02F9B2, 0x02F9B2, 0x00456B},
+{0x02F9B3, 0x02F9B3, 0x008650},
+{0x02F9B4, 0x02F9B4, 0x00865C},
+{0x02F9B5, 0x02F9B5, 0x008667},
+{0x02F9B6, 0x02F9B6, 0x008669},
+{0x02F9B7, 0x02F9B7, 0x0086A9},
+{0x02F9B8, 0x02F9B8, 0x008688},
+{0x02F9B9, 0x02F9B9, 0x00870E},
+{0x02F9BA, 0x02F9BA, 0x0086E2},
+{0x02F9BB, 0x02F9BB, 0x008779},
+{0x02F9BC, 0x02F9BC, 0x008728},
+{0x02F9BD, 0x02F9BD, 0x00876B},
+{0x02F9BE, 0x02F9BE, 0x008786},
+{0x02F9BF, 0x02F9BF, 0x0045D7},
+{0x02F9C0, 0x02F9C0, 0x0087E1},
+{0x02F9C1, 0x02F9C1, 0x008801},
+{0x02F9C2, 0x02F9C2, 0x0045F9},
+{0x02F9C3, 0x02F9C3, 0x008860},
+{0x02F9C4, 0x02F9C4, 0x008863},
+{0x02F9C5, 0x02F9C5, 0x027667},
+{0x02F9C6, 0x02F9C6, 0x0088D7},
+{0x02F9C7, 0x02F9C7, 0x0088DE},
+{0x02F9C8, 0x02F9C8, 0x004635},
+{0x02F9C9, 0x02F9C9, 0x0088FA},
+{0x02F9CA, 0x02F9CA, 0x0034BB},
+{0x02F9CB, 0x02F9CB, 0x0278AE},
+{0x02F9CC, 0x02F9CC, 0x027966},
+{0x02F9CD, 0x02F9CD, 0x0046BE},
+{0x02F9CE, 0x02F9CE, 0x0046C7},
+{0x02F9CF, 0x02F9CF, 0x008AA0},
+{0x02F9D0, 0x02F9D0, 0x008AED},
+{0x02F9D1, 0x02F9D1, 0x008B8A},
+{0x02F9D2, 0x02F9D2, 0x008C55},
+{0x02F9D3, 0x02F9D3, 0x027CA8},
+{0x02F9D4, 0x02F9D4, 0x008CAB},
+{0x02F9D5, 0x02F9D5, 0x008CC1},
+{0x02F9D6, 0x02F9D6, 0x008D1B},
+{0x02F9D7, 0x02F9D7, 0x008D77},
+{0x02F9D8, 0x02F9D8, 0x027F2F},
+{0x02F9D9, 0x02F9D9, 0x020804},
+{0x02F9DA, 0x02F9DA, 0x008DCB},
+{0x02F9DB, 0x02F9DB, 0x008DBC},
+{0x02F9DC, 0x02F9DC, 0x008DF0},
+{0x02F9DD, 0x02F9DD, 0x0208DE},
+{0x02F9DE, 0x02F9DE, 0x008ED4},
+{0x02F9DF, 0x02F9DF, 0x008F38},
+{0x02F9E0, 0x02F9E0, 0x0285D2},
+{0x02F9E1, 0x02F9E1, 0x0285ED},
+{0x02F9E2, 0x02F9E2, 0x009094},
+{0x02F9E3, 0x02F9E3, 0x0090F1},
+{0x02F9E4, 0x02F9E4, 0x009111},
+{0x02F9E5, 0x02F9E5, 0x02872E},
+{0x02F9E6, 0x02F9E6, 0x00911B},
+{0x02F9E7, 0x02F9E7, 0x009238},
+{0x02F9E8, 0x02F9E8, 0x0092D7},
+{0x02F9E9, 0x02F9E9, 0x0092D8},
+{0x02F9EA, 0x02F9EA, 0x00927C},
+{0x02F9EB, 0x02F9EB, 0x0093F9},
+{0x02F9EC, 0x02F9EC, 0x009415},
+{0x02F9ED, 0x02F9ED, 0x028BFA},
+{0x02F9EE, 0x02F9EE, 0x00958B},
+{0x02F9EF, 0x02F9EF, 0x004995},
+{0x02F9F0, 0x02F9F0, 0x0095B7},
+{0x02F9F1, 0x02F9F1, 0x028D77},
+{0x02F9F2, 0x02F9F2, 0x0049E6},
+{0x02F9F3, 0x02F9F3, 0x0096C3},
+{0x02F9F4, 0x02F9F4, 0x005DB2},
+{0x02F9F5, 0x02F9F5, 0x009723},
+{0x02F9F6, 0x02F9F6, 0x029145},
+{0x02F9F7, 0x02F9F7, 0x02921A},
+{0x02F9F8, 0x02F9F8, 0x004A6E},
+{0x02F9F9, 0x02F9F9, 0x004A76},
+{0x02F9FA, 0x02F9FA, 0x0097E0},
+{0x02F9FB, 0x02F9FB, 0x02940A},
+{0x02F9FC, 0x02F9FC, 0x004AB2},
+{0x02F9FD, 0x02F9FD, 0x029496},
+{0x02F9FE, 0x02F9FF, 0x00980B},
+{0x02FA00, 0x02FA00, 0x009829},
+{0x02FA01, 0x02FA01, 0x0295B6},
+{0x02FA02, 0x02FA02, 0x0098E2},
+{0x02FA03, 0x02FA03, 0x004B33},
+{0x02FA04, 0x02FA04, 0x009929},
+{0x02FA05, 0x02FA05, 0x0099A7},
+{0x02FA06, 0x02FA06, 0x0099C2},
+{0x02FA07, 0x02FA07, 0x0099FE},
+{0x02FA08, 0x02FA08, 0x004BCE},
+{0x02FA09, 0x02FA09, 0x029B30},
+{0x02FA0A, 0x02FA0A, 0x009B12},
+{0x02FA0B, 0x02FA0B, 0x009C40},
+{0x02FA0C, 0x02FA0C, 0x009CFD},
+{0x02FA0D, 0x02FA0D, 0x004CCE},
+{0x02FA0E, 0x02FA0E, 0x004CED},
+{0x02FA0F, 0x02FA0F, 0x009D67},
+{0x02FA10, 0x02FA10, 0x02A0CE},
+{0x02FA11, 0x02FA11, 0x004CF8},
+{0x02FA12, 0x02FA12, 0x02A105},
+{0x02FA13, 0x02FA13, 0x02A20E},
+{0x02FA14, 0x02FA14, 0x02A291},
+{0x02FA15, 0x02FA15, 0x009EBB},
+{0x02FA16, 0x02FA16, 0x004D56},
+{0x02FA17, 0x02FA17, 0x009EF9},
+{0x02FA18, 0x02FA18, 0x009EFE},
+{0x02FA19, 0x02FA19, 0x009F05},
+{0x02FA1A, 0x02FA1A, 0x009F0F},
+{0x02FA1B, 0x02FA1B, 0x009F16},
+{0x02FA1C, 0x02FA1C, 0x009F3B},
+{0x02FA1D, 0x02FA1D, 0x02A600},
 };
 
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_symbol = {
-{0x00000024, 0x00000024}, {0x0000002B, 0x0000002B}, {0x0000003C, 0x0000003E}, {0x0000005E, 0x0000005E},
-{0x00000060, 0x00000060}, {0x0000007C, 0x0000007C}, {0x0000007E, 0x0000007E}, {0x000000A2, 0x000000A6},
-{0x000000A8, 0x000000A9}, {0x000000AC, 0x000000AC}, {0x000000AE, 0x000000B1}, {0x000000B4, 0x000000B4},
-{0x000000B8, 0x000000B8}, {0x000000D7, 0x000000D7}, {0x000000F7, 0x000000F7}, {0x000002C2, 0x000002C5},
-{0x000002D2, 0x000002DF}, {0x000002E5, 0x000002EB}, {0x000002ED, 0x000002ED}, {0x000002EF, 0x000002FF},
-{0x00000375, 0x00000375}, {0x00000384, 0x00000385}, {0x000003F6, 0x000003F6}, {0x00000482, 0x00000482},
-{0x0000058D, 0x0000058F}, {0x00000606, 0x00000608}, {0x0000060B, 0x0000060B}, {0x0000060E, 0x0000060F},
-{0x000006DE, 0x000006DE}, {0x000006E9, 0x000006E9}, {0x000006FD, 0x000006FE}, {0x000007F6, 0x000007F6},
-{0x000007FE, 0x000007FF}, {0x00000888, 0x00000888}, {0x000009F2, 0x000009F3}, {0x000009FA, 0x000009FB},
-{0x00000AF1, 0x00000AF1}, {0x00000B70, 0x00000B70}, {0x00000BF3, 0x00000BFA}, {0x00000C7F, 0x00000C7F},
-{0x00000D4F, 0x00000D4F}, {0x00000D79, 0x00000D79}, {0x00000E3F, 0x00000E3F}, {0x00000F01, 0x00000F03},
-{0x00000F13, 0x00000F13}, {0x00000F15, 0x00000F17}, {0x00000F1A, 0x00000F1F}, {0x00000F34, 0x00000F34},
-{0x00000F36, 0x00000F36}, {0x00000F38, 0x00000F38}, {0x00000FBE, 0x00000FC5}, {0x00000FC7, 0x00000FCC},
-{0x00000FCE, 0x00000FCF}, {0x00000FD5, 0x00000FD8}, {0x0000109E, 0x0000109F}, {0x00001390, 0x00001399},
-{0x0000166D, 0x0000166D}, {0x000017DB, 0x000017DB}, {0x00001940, 0x00001940}, {0x000019DE, 0x000019FF},
-{0x00001B61, 0x00001B6A}, {0x00001B74, 0x00001B7C}, {0x00001FBD, 0x00001FBD}, {0x00001FBF, 0x00001FC1},
-{0x00001FCD, 0x00001FCF}, {0x00001FDD, 0x00001FDF}, {0x00001FED, 0x00001FEF}, {0x00001FFD, 0x00001FFE},
-{0x00002044, 0x00002044}, {0x00002052, 0x00002052}, {0x0000207A, 0x0000207C}, {0x0000208A, 0x0000208C},
-{0x000020A0, 0x000020C0}, {0x00002100, 0x00002101}, {0x00002103, 0x00002106}, {0x00002108, 0x00002109},
-{0x00002114, 0x00002114}, {0x00002116, 0x00002118}, {0x0000211E, 0x00002123}, {0x00002125, 0x00002125},
-{0x00002127, 0x00002127}, {0x00002129, 0x00002129}, {0x0000212E, 0x0000212E}, {0x0000213A, 0x0000213B},
-{0x00002140, 0x00002144}, {0x0000214A, 0x0000214D}, {0x0000214F, 0x0000214F}, {0x0000218A, 0x0000218B},
-{0x00002190, 0x00002307}, {0x0000230C, 0x00002328}, {0x0000232B, 0x00002426}, {0x00002440, 0x0000244A},
-{0x0000249C, 0x000024E9}, {0x00002500, 0x00002767}, {0x00002794, 0x000027C4}, {0x000027C7, 0x000027E5},
-{0x000027F0, 0x00002982}, {0x00002999, 0x000029D7}, {0x000029DC, 0x000029FB}, {0x000029FE, 0x00002B73},
-{0x00002B76, 0x00002B95}, {0x00002B97, 0x00002BFF}, {0x00002CE5, 0x00002CEA}, {0x00002E50, 0x00002E51},
-{0x00002E80, 0x00002E99}, {0x00002E9B, 0x00002EF3}, {0x00002F00, 0x00002FD5}, {0x00002FF0, 0x00002FFB},
-{0x00003004, 0x00003004}, {0x00003012, 0x00003013}, {0x00003020, 0x00003020}, {0x00003036, 0x00003037},
-{0x0000303E, 0x0000303F}, {0x0000309B, 0x0000309C}, {0x00003190, 0x00003191}, {0x00003196, 0x0000319F},
-{0x000031C0, 0x000031E3}, {0x00003200, 0x0000321E}, {0x0000322A, 0x00003247}, {0x00003250, 0x00003250},
-{0x00003260, 0x0000327F}, {0x0000328A, 0x000032B0}, {0x000032C0, 0x000033FF}, {0x00004DC0, 0x00004DFF},
-{0x0000A490, 0x0000A4C6}, {0x0000A700, 0x0000A716}, {0x0000A720, 0x0000A721}, {0x0000A789, 0x0000A78A},
-{0x0000A828, 0x0000A82B}, {0x0000A836, 0x0000A839}, {0x0000AA77, 0x0000AA79}, {0x0000AB5B, 0x0000AB5B},
-{0x0000AB6A, 0x0000AB6B}, {0x0000FB29, 0x0000FB29}, {0x0000FBB2, 0x0000FBC2}, {0x0000FD40, 0x0000FD4F},
-{0x0000FDCF, 0x0000FDCF}, {0x0000FDFC, 0x0000FDFF}, {0x0000FE62, 0x0000FE62}, {0x0000FE64, 0x0000FE66},
-{0x0000FE69, 0x0000FE69}, {0x0000FF04, 0x0000FF04}, {0x0000FF0B, 0x0000FF0B}, {0x0000FF1C, 0x0000FF1E},
-{0x0000FF3E, 0x0000FF3E}, {0x0000FF40, 0x0000FF40}, {0x0000FF5C, 0x0000FF5C}, {0x0000FF5E, 0x0000FF5E},
-{0x0000FFE0, 0x0000FFE6}, {0x0000FFE8, 0x0000FFEE}, {0x0000FFFC, 0x0000FFFD}, {0x00010137, 0x0001013F},
-{0x00010179, 0x00010189}, {0x0001018C, 0x0001018E}, {0x00010190, 0x0001019C}, {0x000101A0, 0x000101A0},
-{0x000101D0, 0x000101FC}, {0x00010877, 0x00010878}, {0x00010AC8, 0x00010AC8}, {0x0001173F, 0x0001173F},
-{0x00011FD5, 0x00011FF1}, {0x00016B3C, 0x00016B3F}, {0x00016B45, 0x00016B45}, {0x0001BC9C, 0x0001BC9C},
-{0x0001CF50, 0x0001CFC3}, {0x0001D000, 0x0001D0F5}, {0x0001D100, 0x0001D126}, {0x0001D129, 0x0001D164},
-{0x0001D16A, 0x0001D16C}, {0x0001D183, 0x0001D184}, {0x0001D18C, 0x0001D1A9}, {0x0001D1AE, 0x0001D1EA},
-{0x0001D200, 0x0001D241}, {0x0001D245, 0x0001D245}, {0x0001D300, 0x0001D356}, {0x0001D6C1, 0x0001D6C1},
-{0x0001D6DB, 0x0001D6DB}, {0x0001D6FB, 0x0001D6FB}, {0x0001D715, 0x0001D715}, {0x0001D735, 0x0001D735},
-{0x0001D74F, 0x0001D74F}, {0x0001D76F, 0x0001D76F}, {0x0001D789, 0x0001D789}, {0x0001D7A9, 0x0001D7A9},
-{0x0001D7C3, 0x0001D7C3}, {0x0001D800, 0x0001D9FF}, {0x0001DA37, 0x0001DA3A}, {0x0001DA6D, 0x0001DA74},
-{0x0001DA76, 0x0001DA83}, {0x0001DA85, 0x0001DA86}, {0x0001E14F, 0x0001E14F}, {0x0001E2FF, 0x0001E2FF},
-{0x0001ECAC, 0x0001ECAC}, {0x0001ECB0, 0x0001ECB0}, {0x0001ED2E, 0x0001ED2E}, {0x0001EEF0, 0x0001EEF1},
-{0x0001F000, 0x0001F02B}, {0x0001F030, 0x0001F093}, {0x0001F0A0, 0x0001F0AE}, {0x0001F0B1, 0x0001F0BF},
-{0x0001F0C1, 0x0001F0CF}, {0x0001F0D1, 0x0001F0F5}, {0x0001F10D, 0x0001F1AD}, {0x0001F1E6, 0x0001F202},
-{0x0001F210, 0x0001F23B}, {0x0001F240, 0x0001F248}, {0x0001F250, 0x0001F251}, {0x0001F260, 0x0001F265},
-{0x0001F300, 0x0001F6D7}, {0x0001F6DC, 0x0001F6EC}, {0x0001F6F0, 0x0001F6FC}, {0x0001F700, 0x0001F776},
-{0x0001F77B, 0x0001F7D9}, {0x0001F7E0, 0x0001F7EB}, {0x0001F7F0, 0x0001F7F0}, {0x0001F800, 0x0001F80B},
-{0x0001F810, 0x0001F847}, {0x0001F850, 0x0001F859}, {0x0001F860, 0x0001F887}, {0x0001F890, 0x0001F8AD},
-{0x0001F8B0, 0x0001F8B1}, {0x0001F900, 0x0001FA53}, {0x0001FA60, 0x0001FA6D}, {0x0001FA70, 0x0001FA7C},
-{0x0001FA80, 0x0001FA88}, {0x0001FA90, 0x0001FABD}, {0x0001FABF, 0x0001FAC5}, {0x0001FACE, 0x0001FADB},
-{0x0001FAE0, 0x0001FAE8}, {0x0001FAF0, 0x0001FAF8}, {0x0001FB00, 0x0001FB92}, {0x0001FB94, 0x0001FBCA},
-};
-
-const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_control = {
-{0x00000000, 0x0000001F}, {0x0000007F, 0x0000009F}, {0x000000AD, 0x000000AD}, {0x00000378, 0x00000379},
-{0x00000380, 0x00000383}, {0x0000038B, 0x0000038B}, {0x0000038D, 0x0000038D}, {0x000003A2, 0x000003A2},
-{0x00000530, 0x00000530}, {0x00000557, 0x00000558}, {0x0000058B, 0x0000058C}, {0x00000590, 0x00000590},
-{0x000005C8, 0x000005CF}, {0x000005EB, 0x000005EE}, {0x000005F5, 0x00000605}, {0x0000061C, 0x0000061C},
-{0x000006DD, 0x000006DD}, {0x0000070E, 0x0000070F}, {0x0000074B, 0x0000074C}, {0x000007B2, 0x000007BF},
-{0x000007FB, 0x000007FC}, {0x0000082E, 0x0000082F}, {0x0000083F, 0x0000083F}, {0x0000085C, 0x0000085D},
-{0x0000085F, 0x0000085F}, {0x0000086B, 0x0000086F}, {0x0000088F, 0x00000897}, {0x000008E2, 0x000008E2},
-{0x00000984, 0x00000984}, {0x0000098D, 0x0000098E}, {0x00000991, 0x00000992}, {0x000009A9, 0x000009A9},
-{0x000009B1, 0x000009B1}, {0x000009B3, 0x000009B5}, {0x000009BA, 0x000009BB}, {0x000009C5, 0x000009C6},
-{0x000009C9, 0x000009CA}, {0x000009CF, 0x000009D6}, {0x000009D8, 0x000009DB}, {0x000009DE, 0x000009DE},
-{0x000009E4, 0x000009E5}, {0x000009FF, 0x00000A00}, {0x00000A04, 0x00000A04}, {0x00000A0B, 0x00000A0E},
-{0x00000A11, 0x00000A12}, {0x00000A29, 0x00000A29}, {0x00000A31, 0x00000A31}, {0x00000A34, 0x00000A34},
-{0x00000A37, 0x00000A37}, {0x00000A3A, 0x00000A3B}, {0x00000A3D, 0x00000A3D}, {0x00000A43, 0x00000A46},
-{0x00000A49, 0x00000A4A}, {0x00000A4E, 0x00000A50}, {0x00000A52, 0x00000A58}, {0x00000A5D, 0x00000A5D},
-{0x00000A5F, 0x00000A65}, {0x00000A77, 0x00000A80}, {0x00000A84, 0x00000A84}, {0x00000A8E, 0x00000A8E},
-{0x00000A92, 0x00000A92}, {0x00000AA9, 0x00000AA9}, {0x00000AB1, 0x00000AB1}, {0x00000AB4, 0x00000AB4},
-{0x00000ABA, 0x00000ABB}, {0x00000AC6, 0x00000AC6}, {0x00000ACA, 0x00000ACA}, {0x00000ACE, 0x00000ACF},
-{0x00000AD1, 0x00000ADF}, {0x00000AE4, 0x00000AE5}, {0x00000AF2, 0x00000AF8}, {0x00000B00, 0x00000B00},
-{0x00000B04, 0x00000B04}, {0x00000B0D, 0x00000B0E}, {0x00000B11, 0x00000B12}, {0x00000B29, 0x00000B29},
-{0x00000B31, 0x00000B31}, {0x00000B34, 0x00000B34}, {0x00000B3A, 0x00000B3B}, {0x00000B45, 0x00000B46},
-{0x00000B49, 0x00000B4A}, {0x00000B4E, 0x00000B54}, {0x00000B58, 0x00000B5B}, {0x00000B5E, 0x00000B5E},
-{0x00000B64, 0x00000B65}, {0x00000B78, 0x00000B81}, {0x00000B84, 0x00000B84}, {0x00000B8B, 0x00000B8D},
-{0x00000B91, 0x00000B91}, {0x00000B96, 0x00000B98}, {0x00000B9B, 0x00000B9B}, {0x00000B9D, 0x00000B9D},
-{0x00000BA0, 0x00000BA2}, {0x00000BA5, 0x00000BA7}, {0x00000BAB, 0x00000BAD}, {0x00000BBA, 0x00000BBD},
-{0x00000BC3, 0x00000BC5}, {0x00000BC9, 0x00000BC9}, {0x00000BCE, 0x00000BCF}, {0x00000BD1, 0x00000BD6},
-{0x00000BD8, 0x00000BE5}, {0x00000BFB, 0x00000BFF}, {0x00000C0D, 0x00000C0D}, {0x00000C11, 0x00000C11},
-{0x00000C29, 0x00000C29}, {0x00000C3A, 0x00000C3B}, {0x00000C45, 0x00000C45}, {0x00000C49, 0x00000C49},
-{0x00000C4E, 0x00000C54}, {0x00000C57, 0x00000C57}, {0x00000C5B, 0x00000C5C}, {0x00000C5E, 0x00000C5F},
-{0x00000C64, 0x00000C65}, {0x00000C70, 0x00000C76}, {0x00000C8D, 0x00000C8D}, {0x00000C91, 0x00000C91},
-{0x00000CA9, 0x00000CA9}, {0x00000CB4, 0x00000CB4}, {0x00000CBA, 0x00000CBB}, {0x00000CC5, 0x00000CC5},
-{0x00000CC9, 0x00000CC9}, {0x00000CCE, 0x00000CD4}, {0x00000CD7, 0x00000CDC}, {0x00000CDF, 0x00000CDF},
-{0x00000CE4, 0x00000CE5}, {0x00000CF0, 0x00000CF0}, {0x00000CF4, 0x00000CFF}, {0x00000D0D, 0x00000D0D},
-{0x00000D11, 0x00000D11}, {0x00000D45, 0x00000D45}, {0x00000D49, 0x00000D49}, {0x00000D50, 0x00000D53},
-{0x00000D64, 0x00000D65}, {0x00000D80, 0x00000D80}, {0x00000D84, 0x00000D84}, {0x00000D97, 0x00000D99},
-{0x00000DB2, 0x00000DB2}, {0x00000DBC, 0x00000DBC}, {0x00000DBE, 0x00000DBF}, {0x00000DC7, 0x00000DC9},
-{0x00000DCB, 0x00000DCE}, {0x00000DD5, 0x00000DD5}, {0x00000DD7, 0x00000DD7}, {0x00000DE0, 0x00000DE5},
-{0x00000DF0, 0x00000DF1}, {0x00000DF5, 0x00000E00}, {0x00000E3B, 0x00000E3E}, {0x00000E5C, 0x00000E80},
-{0x00000E83, 0x00000E83}, {0x00000E85, 0x00000E85}, {0x00000E8B, 0x00000E8B}, {0x00000EA4, 0x00000EA4},
-{0x00000EA6, 0x00000EA6}, {0x00000EBE, 0x00000EBF}, {0x00000EC5, 0x00000EC5}, {0x00000EC7, 0x00000EC7},
-{0x00000ECF, 0x00000ECF}, {0x00000EDA, 0x00000EDB}, {0x00000EE0, 0x00000EFF}, {0x00000F48, 0x00000F48},
-{0x00000F6D, 0x00000F70}, {0x00000F98, 0x00000F98}, {0x00000FBD, 0x00000FBD}, {0x00000FCD, 0x00000FCD},
-{0x00000FDB, 0x00000FFF}, {0x000010C6, 0x000010C6}, {0x000010C8, 0x000010CC}, {0x000010CE, 0x000010CF},
-{0x00001249, 0x00001249}, {0x0000124E, 0x0000124F}, {0x00001257, 0x00001257}, {0x00001259, 0x00001259},
-{0x0000125E, 0x0000125F}, {0x00001289, 0x00001289}, {0x0000128E, 0x0000128F}, {0x000012B1, 0x000012B1},
-{0x000012B6, 0x000012B7}, {0x000012BF, 0x000012BF}, {0x000012C1, 0x000012C1}, {0x000012C6, 0x000012C7},
-{0x000012D7, 0x000012D7}, {0x00001311, 0x00001311}, {0x00001316, 0x00001317}, {0x0000135B, 0x0000135C},
-{0x0000137D, 0x0000137F}, {0x0000139A, 0x0000139F}, {0x000013F6, 0x000013F7}, {0x000013FE, 0x000013FF},
-{0x0000169D, 0x0000169F}, {0x000016F9, 0x000016FF}, {0x00001716, 0x0000171E}, {0x00001737, 0x0000173F},
-{0x00001754, 0x0000175F}, {0x0000176D, 0x0000176D}, {0x00001771, 0x00001771}, {0x00001774, 0x0000177F},
-{0x000017DE, 0x000017DF}, {0x000017EA, 0x000017EF}, {0x000017FA, 0x000017FF}, {0x0000180E, 0x0000180E},
-{0x0000181A, 0x0000181F}, {0x00001879, 0x0000187F}, {0x000018AB, 0x000018AF}, {0x000018F6, 0x000018FF},
-{0x0000191F, 0x0000191F}, {0x0000192C, 0x0000192F}, {0x0000193C, 0x0000193F}, {0x00001941, 0x00001943},
-{0x0000196E, 0x0000196F}, {0x00001975, 0x0000197F}, {0x000019AC, 0x000019AF}, {0x000019CA, 0x000019CF},
-{0x000019DB, 0x000019DD}, {0x00001A1C, 0x00001A1D}, {0x00001A5F, 0x00001A5F}, {0x00001A7D, 0x00001A7E},
-{0x00001A8A, 0x00001A8F}, {0x00001A9A, 0x00001A9F}, {0x00001AAE, 0x00001AAF}, {0x00001ACF, 0x00001AFF},
-{0x00001B4D, 0x00001B4F}, {0x00001B7F, 0x00001B7F}, {0x00001BF4, 0x00001BFB}, {0x00001C38, 0x00001C3A},
-{0x00001C4A, 0x00001C4C}, {0x00001C89, 0x00001C8F}, {0x00001CBB, 0x00001CBC}, {0x00001CC8, 0x00001CCF},
-{0x00001CFB, 0x00001CFF}, {0x00001F16, 0x00001F17}, {0x00001F1E, 0x00001F1F}, {0x00001F46, 0x00001F47},
-{0x00001F4E, 0x00001F4F}, {0x00001F58, 0x00001F58}, {0x00001F5A, 0x00001F5A}, {0x00001F5C, 0x00001F5C},
-{0x00001F5E, 0x00001F5E}, {0x00001F7E, 0x00001F7F}, {0x00001FB5, 0x00001FB5}, {0x00001FC5, 0x00001FC5},
-{0x00001FD4, 0x00001FD5}, {0x00001FDC, 0x00001FDC}, {0x00001FF0, 0x00001FF1}, {0x00001FF5, 0x00001FF5},
-{0x00001FFF, 0x00001FFF}, {0x0000200B, 0x0000200F}, {0x0000202A, 0x0000202E}, {0x00002060, 0x0000206F},
-{0x00002072, 0x00002073}, {0x0000208F, 0x0000208F}, {0x0000209D, 0x0000209F}, {0x000020C1, 0x000020CF},
-{0x000020F1, 0x000020FF}, {0x0000218C, 0x0000218F}, {0x00002427, 0x0000243F}, {0x0000244B, 0x0000245F},
-{0x00002B74, 0x00002B75}, {0x00002B96, 0x00002B96}, {0x00002CF4, 0x00002CF8}, {0x00002D26, 0x00002D26},
-{0x00002D28, 0x00002D2C}, {0x00002D2E, 0x00002D2F}, {0x00002D68, 0x00002D6E}, {0x00002D71, 0x00002D7E},
-{0x00002D97, 0x00002D9F}, {0x00002DA7, 0x00002DA7}, {0x00002DAF, 0x00002DAF}, {0x00002DB7, 0x00002DB7},
-{0x00002DBF, 0x00002DBF}, {0x00002DC7, 0x00002DC7}, {0x00002DCF, 0x00002DCF}, {0x00002DD7, 0x00002DD7},
-{0x00002DDF, 0x00002DDF}, {0x00002E5E, 0x00002E7F}, {0x00002E9A, 0x00002E9A}, {0x00002EF4, 0x00002EFF},
-{0x00002FD6, 0x00002FEF}, {0x00002FFC, 0x00002FFF}, {0x00003040, 0x00003040}, {0x00003097, 0x00003098},
-{0x00003100, 0x00003104}, {0x00003130, 0x00003130}, {0x0000318F, 0x0000318F}, {0x000031E4, 0x000031EF},
-{0x0000321F, 0x0000321F}, {0x0000A48D, 0x0000A48F}, {0x0000A4C7, 0x0000A4CF}, {0x0000A62C, 0x0000A63F},
-{0x0000A6F8, 0x0000A6FF}, {0x0000A7CB, 0x0000A7CF}, {0x0000A7D2, 0x0000A7D2}, {0x0000A7D4, 0x0000A7D4},
-{0x0000A7DA, 0x0000A7F1}, {0x0000A82D, 0x0000A82F}, {0x0000A83A, 0x0000A83F}, {0x0000A878, 0x0000A87F},
-{0x0000A8C6, 0x0000A8CD}, {0x0000A8DA, 0x0000A8DF}, {0x0000A954, 0x0000A95E}, {0x0000A97D, 0x0000A97F},
-{0x0000A9CE, 0x0000A9CE}, {0x0000A9DA, 0x0000A9DD}, {0x0000A9FF, 0x0000A9FF}, {0x0000AA37, 0x0000AA3F},
-{0x0000AA4E, 0x0000AA4F}, {0x0000AA5A, 0x0000AA5B}, {0x0000AAC3, 0x0000AADA}, {0x0000AAF7, 0x0000AB00},
-{0x0000AB07, 0x0000AB08}, {0x0000AB0F, 0x0000AB10}, {0x0000AB17, 0x0000AB1F}, {0x0000AB27, 0x0000AB27},
-{0x0000AB2F, 0x0000AB2F}, {0x0000AB6C, 0x0000AB6F}, {0x0000ABEE, 0x0000ABEF}, {0x0000ABFA, 0x0000ABFF},
-{0x0000D7A4, 0x0000D7AF}, {0x0000D7C7, 0x0000D7CA}, {0x0000D7FC, 0x0000D7FF}, {0x0000E000, 0x0000F8FF},
-{0x0000FA6E, 0x0000FA6F}, {0x0000FADA, 0x0000FAFF}, {0x0000FB07, 0x0000FB12}, {0x0000FB18, 0x0000FB1C},
-{0x0000FB37, 0x0000FB37}, {0x0000FB3D, 0x0000FB3D}, {0x0000FB3F, 0x0000FB3F}, {0x0000FB42, 0x0000FB42},
-{0x0000FB45, 0x0000FB45}, {0x0000FBC3, 0x0000FBD2}, {0x0000FD90, 0x0000FD91}, {0x0000FDC8, 0x0000FDCE},
-{0x0000FDD0, 0x0000FDEF}, {0x0000FE1A, 0x0000FE1F}, {0x0000FE53, 0x0000FE53}, {0x0000FE67, 0x0000FE67},
-{0x0000FE6C, 0x0000FE6F}, {0x0000FE75, 0x0000FE75}, {0x0000FEFD, 0x0000FEFE}, {0x0000FF00, 0x0000FF00},
-{0x0000FFBF, 0x0000FFC1}, {0x0000FFC8, 0x0000FFC9}, {0x0000FFD0, 0x0000FFD1}, {0x0000FFD8, 0x0000FFD9},
-{0x0000FFDD, 0x0000FFDF}, {0x0000FFE7, 0x0000FFE7}, {0x0000FFEF, 0x0000FFFB}, {0x0000FFFE, 0x0000FFFF},
-{0x0001000C, 0x0001000C}, {0x00010027, 0x00010027}, {0x0001003B, 0x0001003B}, {0x0001003E, 0x0001003E},
-{0x0001004E, 0x0001004F}, {0x0001005E, 0x0001007F}, {0x000100FB, 0x000100FF}, {0x00010103, 0x00010106},
-{0x00010134, 0x00010136}, {0x0001018F, 0x0001018F}, {0x0001019D, 0x0001019F}, {0x000101A1, 0x000101CF},
-{0x000101FE, 0x0001027F}, {0x0001029D, 0x0001029F}, {0x000102D1, 0x000102DF}, {0x000102FC, 0x000102FF},
-{0x00010324, 0x0001032C}, {0x0001034B, 0x0001034F}, {0x0001037B, 0x0001037F}, {0x0001039E, 0x0001039E},
-{0x000103C4, 0x000103C7}, {0x000103D6, 0x000103FF}, {0x0001049E, 0x0001049F}, {0x000104AA, 0x000104AF},
-{0x000104D4, 0x000104D7}, {0x000104FC, 0x000104FF}, {0x00010528, 0x0001052F}, {0x00010564, 0x0001056E},
-{0x0001057B, 0x0001057B}, {0x0001058B, 0x0001058B}, {0x00010593, 0x00010593}, {0x00010596, 0x00010596},
-{0x000105A2, 0x000105A2}, {0x000105B2, 0x000105B2}, {0x000105BA, 0x000105BA}, {0x000105BD, 0x000105FF},
-{0x00010737, 0x0001073F}, {0x00010756, 0x0001075F}, {0x00010768, 0x0001077F}, {0x00010786, 0x00010786},
-{0x000107B1, 0x000107B1}, {0x000107BB, 0x000107FF}, {0x00010806, 0x00010807}, {0x00010809, 0x00010809},
-{0x00010836, 0x00010836}, {0x00010839, 0x0001083B}, {0x0001083D, 0x0001083E}, {0x00010856, 0x00010856},
-{0x0001089F, 0x000108A6}, {0x000108B0, 0x000108DF}, {0x000108F3, 0x000108F3}, {0x000108F6, 0x000108FA},
-{0x0001091C, 0x0001091E}, {0x0001093A, 0x0001093E}, {0x00010940, 0x0001097F}, {0x000109B8, 0x000109BB},
-{0x000109D0, 0x000109D1}, {0x00010A04, 0x00010A04}, {0x00010A07, 0x00010A0B}, {0x00010A14, 0x00010A14},
-{0x00010A18, 0x00010A18}, {0x00010A36, 0x00010A37}, {0x00010A3B, 0x00010A3E}, {0x00010A49, 0x00010A4F},
-{0x00010A59, 0x00010A5F}, {0x00010AA0, 0x00010ABF}, {0x00010AE7, 0x00010AEA}, {0x00010AF7, 0x00010AFF},
-{0x00010B36, 0x00010B38}, {0x00010B56, 0x00010B57}, {0x00010B73, 0x00010B77}, {0x00010B92, 0x00010B98},
-{0x00010B9D, 0x00010BA8}, {0x00010BB0, 0x00010BFF}, {0x00010C49, 0x00010C7F}, {0x00010CB3, 0x00010CBF},
-{0x00010CF3, 0x00010CF9}, {0x00010D28, 0x00010D2F}, {0x00010D3A, 0x00010E5F}, {0x00010E7F, 0x00010E7F},
-{0x00010EAA, 0x00010EAA}, {0x00010EAE, 0x00010EAF}, {0x00010EB2, 0x00010EFC}, {0x00010F28, 0x00010F2F},
-{0x00010F5A, 0x00010F6F}, {0x00010F8A, 0x00010FAF}, {0x00010FCC, 0x00010FDF}, {0x00010FF7, 0x00010FFF},
-{0x0001104E, 0x00011051}, {0x00011076, 0x0001107E}, {0x000110BD, 0x000110BD}, {0x000110C3, 0x000110CF},
-{0x000110E9, 0x000110EF}, {0x000110FA, 0x000110FF}, {0x00011135, 0x00011135}, {0x00011148, 0x0001114F},
-{0x00011177, 0x0001117F}, {0x000111E0, 0x000111E0}, {0x000111F5, 0x000111FF}, {0x00011212, 0x00011212},
-{0x00011242, 0x0001127F}, {0x00011287, 0x00011287}, {0x00011289, 0x00011289}, {0x0001128E, 0x0001128E},
-{0x0001129E, 0x0001129E}, {0x000112AA, 0x000112AF}, {0x000112EB, 0x000112EF}, {0x000112FA, 0x000112FF},
-{0x00011304, 0x00011304}, {0x0001130D, 0x0001130E}, {0x00011311, 0x00011312}, {0x00011329, 0x00011329},
-{0x00011331, 0x00011331}, {0x00011334, 0x00011334}, {0x0001133A, 0x0001133A}, {0x00011345, 0x00011346},
-{0x00011349, 0x0001134A}, {0x0001134E, 0x0001134F}, {0x00011351, 0x00011356}, {0x00011358, 0x0001135C},
-{0x00011364, 0x00011365}, {0x0001136D, 0x0001136F}, {0x00011375, 0x000113FF}, {0x0001145C, 0x0001145C},
-{0x00011462, 0x0001147F}, {0x000114C8, 0x000114CF}, {0x000114DA, 0x0001157F}, {0x000115B6, 0x000115B7},
-{0x000115DE, 0x000115FF}, {0x00011645, 0x0001164F}, {0x0001165A, 0x0001165F}, {0x0001166D, 0x0001167F},
-{0x000116BA, 0x000116BF}, {0x000116CA, 0x000116FF}, {0x0001171B, 0x0001171C}, {0x0001172C, 0x0001172F},
-{0x00011747, 0x000117FF}, {0x0001183C, 0x0001189F}, {0x000118F3, 0x000118FE}, {0x00011907, 0x00011908},
-{0x0001190A, 0x0001190B}, {0x00011914, 0x00011914}, {0x00011917, 0x00011917}, {0x00011936, 0x00011936},
-{0x00011939, 0x0001193A}, {0x00011947, 0x0001194F}, {0x0001195A, 0x0001199F}, {0x000119A8, 0x000119A9},
-{0x000119D8, 0x000119D9}, {0x000119E5, 0x000119FF}, {0x00011A48, 0x00011A4F}, {0x00011AA3, 0x00011AAF},
-{0x00011AF9, 0x00011AFF}, {0x00011B0A, 0x00011BFF}, {0x00011C09, 0x00011C09}, {0x00011C37, 0x00011C37},
-{0x00011C46, 0x00011C4F}, {0x00011C6D, 0x00011C6F}, {0x00011C90, 0x00011C91}, {0x00011CA8, 0x00011CA8},
-{0x00011CB7, 0x00011CFF}, {0x00011D07, 0x00011D07}, {0x00011D0A, 0x00011D0A}, {0x00011D37, 0x00011D39},
-{0x00011D3B, 0x00011D3B}, {0x00011D3E, 0x00011D3E}, {0x00011D48, 0x00011D4F}, {0x00011D5A, 0x00011D5F},
-{0x00011D66, 0x00011D66}, {0x00011D69, 0x00011D69}, {0x00011D8F, 0x00011D8F}, {0x00011D92, 0x00011D92},
-{0x00011D99, 0x00011D9F}, {0x00011DAA, 0x00011EDF}, {0x00011EF9, 0x00011EFF}, {0x00011F11, 0x00011F11},
-{0x00011F3B, 0x00011F3D}, {0x00011F5A, 0x00011FAF}, {0x00011FB1, 0x00011FBF}, {0x00011FF2, 0x00011FFE},
-{0x0001239A, 0x000123FF}, {0x0001246F, 0x0001246F}, {0x00012475, 0x0001247F}, {0x00012544, 0x00012F8F},
-{0x00012FF3, 0x00012FFF}, {0x00013430, 0x0001343F}, {0x00013456, 0x000143FF}, {0x00014647, 0x000167FF},
-{0x00016A39, 0x00016A3F}, {0x00016A5F, 0x00016A5F}, {0x00016A6A, 0x00016A6D}, {0x00016ABF, 0x00016ABF},
-{0x00016ACA, 0x00016ACF}, {0x00016AEE, 0x00016AEF}, {0x00016AF6, 0x00016AFF}, {0x00016B46, 0x00016B4F},
-{0x00016B5A, 0x00016B5A}, {0x00016B62, 0x00016B62}, {0x00016B78, 0x00016B7C}, {0x00016B90, 0x00016E3F},
-{0x00016E9B, 0x00016EFF}, {0x00016F4B, 0x00016F4E}, {0x00016F88, 0x00016F8E}, {0x00016FA0, 0x00016FDF},
-{0x00016FE5, 0x00016FEF}, {0x00016FF2, 0x00016FFF}, {0x000187F8, 0x000187FF}, {0x00018CD6, 0x00018CFF},
-{0x00018D09, 0x0001AFEF}, {0x0001AFF4, 0x0001AFF4}, {0x0001AFFC, 0x0001AFFC}, {0x0001AFFF, 0x0001AFFF},
-{0x0001B123, 0x0001B131}, {0x0001B133, 0x0001B14F}, {0x0001B153, 0x0001B154}, {0x0001B156, 0x0001B163},
-{0x0001B168, 0x0001B16F}, {0x0001B2FC, 0x0001BBFF}, {0x0001BC6B, 0x0001BC6F}, {0x0001BC7D, 0x0001BC7F},
-{0x0001BC89, 0x0001BC8F}, {0x0001BC9A, 0x0001BC9B}, {0x0001BCA0, 0x0001CEFF}, {0x0001CF2E, 0x0001CF2F},
-{0x0001CF47, 0x0001CF4F}, {0x0001CFC4, 0x0001CFFF}, {0x0001D0F6, 0x0001D0FF}, {0x0001D127, 0x0001D128},
-{0x0001D173, 0x0001D17A}, {0x0001D1EB, 0x0001D1FF}, {0x0001D246, 0x0001D2BF}, {0x0001D2D4, 0x0001D2DF},
-{0x0001D2F4, 0x0001D2FF}, {0x0001D357, 0x0001D35F}, {0x0001D379, 0x0001D3FF}, {0x0001D455, 0x0001D455},
-{0x0001D49D, 0x0001D49D}, {0x0001D4A0, 0x0001D4A1}, {0x0001D4A3, 0x0001D4A4}, {0x0001D4A7, 0x0001D4A8},
-{0x0001D4AD, 0x0001D4AD}, {0x0001D4BA, 0x0001D4BA}, {0x0001D4BC, 0x0001D4BC}, {0x0001D4C4, 0x0001D4C4},
-{0x0001D506, 0x0001D506}, {0x0001D50B, 0x0001D50C}, {0x0001D515, 0x0001D515}, {0x0001D51D, 0x0001D51D},
-{0x0001D53A, 0x0001D53A}, {0x0001D53F, 0x0001D53F}, {0x0001D545, 0x0001D545}, {0x0001D547, 0x0001D549},
-{0x0001D551, 0x0001D551}, {0x0001D6A6, 0x0001D6A7}, {0x0001D7CC, 0x0001D7CD}, {0x0001DA8C, 0x0001DA9A},
-{0x0001DAA0, 0x0001DAA0}, {0x0001DAB0, 0x0001DEFF}, {0x0001DF1F, 0x0001DF24}, {0x0001DF2B, 0x0001DFFF},
-{0x0001E007, 0x0001E007}, {0x0001E019, 0x0001E01A}, {0x0001E022, 0x0001E022}, {0x0001E025, 0x0001E025},
-{0x0001E02B, 0x0001E02F}, {0x0001E06E, 0x0001E08E}, {0x0001E090, 0x0001E0FF}, {0x0001E12D, 0x0001E12F},
-{0x0001E13E, 0x0001E13F}, {0x0001E14A, 0x0001E14D}, {0x0001E150, 0x0001E28F}, {0x0001E2AF, 0x0001E2BF},
-{0x0001E2FA, 0x0001E2FE}, {0x0001E300, 0x0001E4CF}, {0x0001E4FA, 0x0001E7DF}, {0x0001E7E7, 0x0001E7E7},
-{0x0001E7EC, 0x0001E7EC}, {0x0001E7EF, 0x0001E7EF}, {0x0001E7FF, 0x0001E7FF}, {0x0001E8C5, 0x0001E8C6},
-{0x0001E8D7, 0x0001E8FF}, {0x0001E94C, 0x0001E94F}, {0x0001E95A, 0x0001E95D}, {0x0001E960, 0x0001EC70},
-{0x0001ECB5, 0x0001ED00}, {0x0001ED3E, 0x0001EDFF}, {0x0001EE04, 0x0001EE04}, {0x0001EE20, 0x0001EE20},
-{0x0001EE23, 0x0001EE23}, {0x0001EE25, 0x0001EE26}, {0x0001EE28, 0x0001EE28}, {0x0001EE33, 0x0001EE33},
-{0x0001EE38, 0x0001EE38}, {0x0001EE3A, 0x0001EE3A}, {0x0001EE3C, 0x0001EE41}, {0x0001EE43, 0x0001EE46},
-{0x0001EE48, 0x0001EE48}, {0x0001EE4A, 0x0001EE4A}, {0x0001EE4C, 0x0001EE4C}, {0x0001EE50, 0x0001EE50},
-{0x0001EE53, 0x0001EE53}, {0x0001EE55, 0x0001EE56}, {0x0001EE58, 0x0001EE58}, {0x0001EE5A, 0x0001EE5A},
-{0x0001EE5C, 0x0001EE5C}, {0x0001EE5E, 0x0001EE5E}, {0x0001EE60, 0x0001EE60}, {0x0001EE63, 0x0001EE63},
-{0x0001EE65, 0x0001EE66}, {0x0001EE6B, 0x0001EE6B}, {0x0001EE73, 0x0001EE73}, {0x0001EE78, 0x0001EE78},
-{0x0001EE7D, 0x0001EE7D}, {0x0001EE7F, 0x0001EE7F}, {0x0001EE8A, 0x0001EE8A}, {0x0001EE9C, 0x0001EEA0},
-{0x0001EEA4, 0x0001EEA4}, {0x0001EEAA, 0x0001EEAA}, {0x0001EEBC, 0x0001EEEF}, {0x0001EEF2, 0x0001EFFF},
-{0x0001F02C, 0x0001F02F}, {0x0001F094, 0x0001F09F}, {0x0001F0AF, 0x0001F0B0}, {0x0001F0C0, 0x0001F0C0},
-{0x0001F0D0, 0x0001F0D0}, {0x0001F0F6, 0x0001F0FF}, {0x0001F1AE, 0x0001F1E5}, {0x0001F203, 0x0001F20F},
-{0x0001F23C, 0x0001F23F}, {0x0001F249, 0x0001F24F}, {0x0001F252, 0x0001F25F}, {0x0001F266, 0x0001F2FF},
-{0x0001F6D8, 0x0001F6DB}, {0x0001F6ED, 0x0001F6EF}, {0x0001F6FD, 0x0001F6FF}, {0x0001F777, 0x0001F77A},
-{0x0001F7DA, 0x0001F7DF}, {0x0001F7EC, 0x0001F7EF}, {0x0001F7F1, 0x0001F7FF}, {0x0001F80C, 0x0001F80F},
-{0x0001F848, 0x0001F84F}, {0x0001F85A, 0x0001F85F}, {0x0001F888, 0x0001F88F}, {0x0001F8AE, 0x0001F8AF},
-{0x0001F8B2, 0x0001F8FF}, {0x0001FA54, 0x0001FA5F}, {0x0001FA6E, 0x0001FA6F}, {0x0001FA7D, 0x0001FA7F},
-{0x0001FA89, 0x0001FA8F}, {0x0001FABE, 0x0001FABE}, {0x0001FAC6, 0x0001FACD}, {0x0001FADC, 0x0001FADF},
-{0x0001FAE9, 0x0001FAEF}, {0x0001FAF9, 0x0001FAFF}, {0x0001FB93, 0x0001FB93}, {0x0001FBCB, 0x0001FBEF},
-{0x0001FBFA, 0x0001FFFF}, {0x0002A6E0, 0x0002A6FF}, {0x0002B73A, 0x0002B73F}, {0x0002B81E, 0x0002B81F},
-{0x0002CEA2, 0x0002CEAF}, {0x0002EBE1, 0x0002F7FF}, {0x0002FA1E, 0x0002FFFF}, {0x0003134B, 0x0003134F},
-{0x000323B0, 0x000E00FF}, {0x000E01F0, 0x0010FFFF},
-};
-
-const std::multimap<uint32_t, uint32_t> unicode_map_nfd = {
-{0x000000C0, 0x00000041}, {0x000000C0, 0x00000300}, {0x000000C1, 0x00000041}, {0x000000C1, 0x00000301},
-{0x000000C2, 0x00000041}, {0x000000C2, 0x00000302}, {0x000000C3, 0x00000041}, {0x000000C3, 0x00000303},
-{0x000000C4, 0x00000041}, {0x000000C4, 0x00000308}, {0x000000C5, 0x00000041}, {0x000000C5, 0x0000030A},
-{0x000000C7, 0x00000043}, {0x000000C7, 0x00000327}, {0x000000C8, 0x00000045}, {0x000000C8, 0x00000300},
-{0x000000C9, 0x00000045}, {0x000000C9, 0x00000301}, {0x000000CA, 0x00000045}, {0x000000CA, 0x00000302},
-{0x000000CB, 0x00000045}, {0x000000CB, 0x00000308}, {0x000000CC, 0x00000049}, {0x000000CC, 0x00000300},
-{0x000000CD, 0x00000049}, {0x000000CD, 0x00000301}, {0x000000CE, 0x00000049}, {0x000000CE, 0x00000302},
-{0x000000CF, 0x00000049}, {0x000000CF, 0x00000308}, {0x000000D1, 0x0000004E}, {0x000000D1, 0x00000303},
-{0x000000D2, 0x0000004F}, {0x000000D2, 0x00000300}, {0x000000D3, 0x0000004F}, {0x000000D3, 0x00000301},
-{0x000000D4, 0x0000004F}, {0x000000D4, 0x00000302}, {0x000000D5, 0x0000004F}, {0x000000D5, 0x00000303},
-{0x000000D6, 0x0000004F}, {0x000000D6, 0x00000308}, {0x000000D9, 0x00000055}, {0x000000D9, 0x00000300},
-{0x000000DA, 0x00000055}, {0x000000DA, 0x00000301}, {0x000000DB, 0x00000055}, {0x000000DB, 0x00000302},
-{0x000000DC, 0x00000055}, {0x000000DC, 0x00000308}, {0x000000DD, 0x00000059}, {0x000000DD, 0x00000301},
-{0x000000E0, 0x00000061}, {0x000000E0, 0x00000300}, {0x000000E1, 0x00000061}, {0x000000E1, 0x00000301},
-{0x000000E2, 0x00000061}, {0x000000E2, 0x00000302}, {0x000000E3, 0x00000061}, {0x000000E3, 0x00000303},
-{0x000000E4, 0x00000061}, {0x000000E4, 0x00000308}, {0x000000E5, 0x00000061}, {0x000000E5, 0x0000030A},
-{0x000000E7, 0x00000063}, {0x000000E7, 0x00000327}, {0x000000E8, 0x00000065}, {0x000000E8, 0x00000300},
-{0x000000E9, 0x00000065}, {0x000000E9, 0x00000301}, {0x000000EA, 0x00000065}, {0x000000EA, 0x00000302},
-{0x000000EB, 0x00000065}, {0x000000EB, 0x00000308}, {0x000000EC, 0x00000069}, {0x000000EC, 0x00000300},
-{0x000000ED, 0x00000069}, {0x000000ED, 0x00000301}, {0x000000EE, 0x00000069}, {0x000000EE, 0x00000302},
-{0x000000EF, 0x00000069}, {0x000000EF, 0x00000308}, {0x000000F1, 0x0000006E}, {0x000000F1, 0x00000303},
-{0x000000F2, 0x0000006F}, {0x000000F2, 0x00000300}, {0x000000F3, 0x0000006F}, {0x000000F3, 0x00000301},
-{0x000000F4, 0x0000006F}, {0x000000F4, 0x00000302}, {0x000000F5, 0x0000006F}, {0x000000F5, 0x00000303},
-{0x000000F6, 0x0000006F}, {0x000000F6, 0x00000308}, {0x000000F9, 0x00000075}, {0x000000F9, 0x00000300},
-{0x000000FA, 0x00000075}, {0x000000FA, 0x00000301}, {0x000000FB, 0x00000075}, {0x000000FB, 0x00000302},
-{0x000000FC, 0x00000075}, {0x000000FC, 0x00000308}, {0x000000FD, 0x00000079}, {0x000000FD, 0x00000301},
-{0x000000FF, 0x00000079}, {0x000000FF, 0x00000308}, {0x00000100, 0x00000041}, {0x00000100, 0x00000304},
-{0x00000101, 0x00000061}, {0x00000101, 0x00000304}, {0x00000102, 0x00000041}, {0x00000102, 0x00000306},
-{0x00000103, 0x00000061}, {0x00000103, 0x00000306}, {0x00000104, 0x00000041}, {0x00000104, 0x00000328},
-{0x00000105, 0x00000061}, {0x00000105, 0x00000328}, {0x00000106, 0x00000043}, {0x00000106, 0x00000301},
-{0x00000107, 0x00000063}, {0x00000107, 0x00000301}, {0x00000108, 0x00000043}, {0x00000108, 0x00000302},
-{0x00000109, 0x00000063}, {0x00000109, 0x00000302}, {0x0000010A, 0x00000043}, {0x0000010A, 0x00000307},
-{0x0000010B, 0x00000063}, {0x0000010B, 0x00000307}, {0x0000010C, 0x00000043}, {0x0000010C, 0x0000030C},
-{0x0000010D, 0x00000063}, {0x0000010D, 0x0000030C}, {0x0000010E, 0x00000044}, {0x0000010E, 0x0000030C},
-{0x0000010F, 0x00000064}, {0x0000010F, 0x0000030C}, {0x00000112, 0x00000045}, {0x00000112, 0x00000304},
-{0x00000113, 0x00000065}, {0x00000113, 0x00000304}, {0x00000114, 0x00000045}, {0x00000114, 0x00000306},
-{0x00000115, 0x00000065}, {0x00000115, 0x00000306}, {0x00000116, 0x00000045}, {0x00000116, 0x00000307},
-{0x00000117, 0x00000065}, {0x00000117, 0x00000307}, {0x00000118, 0x00000045}, {0x00000118, 0x00000328},
-{0x00000119, 0x00000065}, {0x00000119, 0x00000328}, {0x0000011A, 0x00000045}, {0x0000011A, 0x0000030C},
-{0x0000011B, 0x00000065}, {0x0000011B, 0x0000030C}, {0x0000011C, 0x00000047}, {0x0000011C, 0x00000302},
-{0x0000011D, 0x00000067}, {0x0000011D, 0x00000302}, {0x0000011E, 0x00000047}, {0x0000011E, 0x00000306},
-{0x0000011F, 0x00000067}, {0x0000011F, 0x00000306}, {0x00000120, 0x00000047}, {0x00000120, 0x00000307},
-{0x00000121, 0x00000067}, {0x00000121, 0x00000307}, {0x00000122, 0x00000047}, {0x00000122, 0x00000327},
-{0x00000123, 0x00000067}, {0x00000123, 0x00000327}, {0x00000124, 0x00000048}, {0x00000124, 0x00000302},
-{0x00000125, 0x00000068}, {0x00000125, 0x00000302}, {0x00000128, 0x00000049}, {0x00000128, 0x00000303},
-{0x00000129, 0x00000069}, {0x00000129, 0x00000303}, {0x0000012A, 0x00000049}, {0x0000012A, 0x00000304},
-{0x0000012B, 0x00000069}, {0x0000012B, 0x00000304}, {0x0000012C, 0x00000049}, {0x0000012C, 0x00000306},
-{0x0000012D, 0x00000069}, {0x0000012D, 0x00000306}, {0x0000012E, 0x00000049}, {0x0000012E, 0x00000328},
-{0x0000012F, 0x00000069}, {0x0000012F, 0x00000328}, {0x00000130, 0x00000049}, {0x00000130, 0x00000307},
-{0x00000134, 0x0000004A}, {0x00000134, 0x00000302}, {0x00000135, 0x0000006A}, {0x00000135, 0x00000302},
-{0x00000136, 0x0000004B}, {0x00000136, 0x00000327}, {0x00000137, 0x0000006B}, {0x00000137, 0x00000327},
-{0x00000139, 0x0000004C}, {0x00000139, 0x00000301}, {0x0000013A, 0x0000006C}, {0x0000013A, 0x00000301},
-{0x0000013B, 0x0000004C}, {0x0000013B, 0x00000327}, {0x0000013C, 0x0000006C}, {0x0000013C, 0x00000327},
-{0x0000013D, 0x0000004C}, {0x0000013D, 0x0000030C}, {0x0000013E, 0x0000006C}, {0x0000013E, 0x0000030C},
-{0x00000143, 0x0000004E}, {0x00000143, 0x00000301}, {0x00000144, 0x0000006E}, {0x00000144, 0x00000301},
-{0x00000145, 0x0000004E}, {0x00000145, 0x00000327}, {0x00000146, 0x0000006E}, {0x00000146, 0x00000327},
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-{0x000021CF, 0x00000338}, {0x00002204, 0x00002203}, {0x00002204, 0x00000338}, {0x00002209, 0x00002208},
-{0x00002209, 0x00000338}, {0x0000220C, 0x0000220B}, {0x0000220C, 0x00000338}, {0x00002224, 0x00002223},
-{0x00002224, 0x00000338}, {0x00002226, 0x00002225}, {0x00002226, 0x00000338}, {0x00002241, 0x0000223C},
-{0x00002241, 0x00000338}, {0x00002244, 0x00002243}, {0x00002244, 0x00000338}, {0x00002247, 0x00002245},
-{0x00002247, 0x00000338}, {0x00002249, 0x00002248}, {0x00002249, 0x00000338}, {0x00002260, 0x0000003D},
-{0x00002260, 0x00000338}, {0x00002262, 0x00002261}, {0x00002262, 0x00000338}, {0x0000226D, 0x0000224D},
-{0x0000226D, 0x00000338}, {0x0000226E, 0x0000003C}, {0x0000226E, 0x00000338}, {0x0000226F, 0x0000003E},
-{0x0000226F, 0x00000338}, {0x00002270, 0x00002264}, {0x00002270, 0x00000338}, {0x00002271, 0x00002265},
-{0x00002271, 0x00000338}, {0x00002274, 0x00002272}, {0x00002274, 0x00000338}, {0x00002275, 0x00002273},
-{0x00002275, 0x00000338}, {0x00002278, 0x00002276}, {0x00002278, 0x00000338}, {0x00002279, 0x00002277},
-{0x00002279, 0x00000338}, {0x00002280, 0x0000227A}, {0x00002280, 0x00000338}, {0x00002281, 0x0000227B},
-{0x00002281, 0x00000338}, {0x00002284, 0x00002282}, {0x00002284, 0x00000338}, {0x00002285, 0x00002283},
-{0x00002285, 0x00000338}, {0x00002288, 0x00002286}, {0x00002288, 0x00000338}, {0x00002289, 0x00002287},
-{0x00002289, 0x00000338}, {0x000022AC, 0x000022A2}, {0x000022AC, 0x00000338}, {0x000022AD, 0x000022A8},
-{0x000022AD, 0x00000338}, {0x000022AE, 0x000022A9}, {0x000022AE, 0x00000338}, {0x000022AF, 0x000022AB},
-{0x000022AF, 0x00000338}, {0x000022E0, 0x0000227C}, {0x000022E0, 0x00000338}, {0x000022E1, 0x0000227D},
-{0x000022E1, 0x00000338}, {0x000022E2, 0x00002291}, {0x000022E2, 0x00000338}, {0x000022E3, 0x00002292},
-{0x000022E3, 0x00000338}, {0x000022EA, 0x000022B2}, {0x000022EA, 0x00000338}, {0x000022EB, 0x000022B3},
-{0x000022EB, 0x00000338}, {0x000022EC, 0x000022B4}, {0x000022EC, 0x00000338}, {0x000022ED, 0x000022B5},
-{0x000022ED, 0x00000338}, {0x00002329, 0x00003008}, {0x0000232A, 0x00003009}, {0x00002ADC, 0x00002ADD},
-{0x00002ADC, 0x00000338}, {0x0000304C, 0x0000304B}, {0x0000304C, 0x00003099}, {0x0000304E, 0x0000304D},
-{0x0000304E, 0x00003099}, {0x00003050, 0x0000304F}, {0x00003050, 0x00003099}, {0x00003052, 0x00003051},
-{0x00003052, 0x00003099}, {0x00003054, 0x00003053}, {0x00003054, 0x00003099}, {0x00003056, 0x00003055},
-{0x00003056, 0x00003099}, {0x00003058, 0x00003057}, {0x00003058, 0x00003099}, {0x0000305A, 0x00003059},
-{0x0000305A, 0x00003099}, {0x0000305C, 0x0000305B}, {0x0000305C, 0x00003099}, {0x0000305E, 0x0000305D},
-{0x0000305E, 0x00003099}, {0x00003060, 0x0000305F}, {0x00003060, 0x00003099}, {0x00003062, 0x00003061},
-{0x00003062, 0x00003099}, {0x00003065, 0x00003064}, {0x00003065, 0x00003099}, {0x00003067, 0x00003066},
-{0x00003067, 0x00003099}, {0x00003069, 0x00003068}, {0x00003069, 0x00003099}, {0x00003070, 0x0000306F},
-{0x00003070, 0x00003099}, {0x00003071, 0x0000306F}, {0x00003071, 0x0000309A}, {0x00003073, 0x00003072},
-{0x00003073, 0x00003099}, {0x00003074, 0x00003072}, {0x00003074, 0x0000309A}, {0x00003076, 0x00003075},
-{0x00003076, 0x00003099}, {0x00003077, 0x00003075}, {0x00003077, 0x0000309A}, {0x00003079, 0x00003078},
-{0x00003079, 0x00003099}, {0x0000307A, 0x00003078}, {0x0000307A, 0x0000309A}, {0x0000307C, 0x0000307B},
-{0x0000307C, 0x00003099}, {0x0000307D, 0x0000307B}, {0x0000307D, 0x0000309A}, {0x00003094, 0x00003046},
-{0x00003094, 0x00003099}, {0x0000309E, 0x0000309D}, {0x0000309E, 0x00003099}, {0x000030AC, 0x000030AB},
-{0x000030AC, 0x00003099}, {0x000030AE, 0x000030AD}, {0x000030AE, 0x00003099}, {0x000030B0, 0x000030AF},
-{0x000030B0, 0x00003099}, {0x000030B2, 0x000030B1}, {0x000030B2, 0x00003099}, {0x000030B4, 0x000030B3},
-{0x000030B4, 0x00003099}, {0x000030B6, 0x000030B5}, {0x000030B6, 0x00003099}, {0x000030B8, 0x000030B7},
-{0x000030B8, 0x00003099}, {0x000030BA, 0x000030B9}, {0x000030BA, 0x00003099}, {0x000030BC, 0x000030BB},
-{0x000030BC, 0x00003099}, {0x000030BE, 0x000030BD}, {0x000030BE, 0x00003099}, {0x000030C0, 0x000030BF},
-{0x000030C0, 0x00003099}, {0x000030C2, 0x000030C1}, {0x000030C2, 0x00003099}, {0x000030C5, 0x000030C4},
-{0x000030C5, 0x00003099}, {0x000030C7, 0x000030C6}, {0x000030C7, 0x00003099}, {0x000030C9, 0x000030C8},
-{0x000030C9, 0x00003099}, {0x000030D0, 0x000030CF}, {0x000030D0, 0x00003099}, {0x000030D1, 0x000030CF},
-{0x000030D1, 0x0000309A}, {0x000030D3, 0x000030D2}, {0x000030D3, 0x00003099}, {0x000030D4, 0x000030D2},
-{0x000030D4, 0x0000309A}, {0x000030D6, 0x000030D5}, {0x000030D6, 0x00003099}, {0x000030D7, 0x000030D5},
-{0x000030D7, 0x0000309A}, {0x000030D9, 0x000030D8}, {0x000030D9, 0x00003099}, {0x000030DA, 0x000030D8},
-{0x000030DA, 0x0000309A}, {0x000030DC, 0x000030DB}, {0x000030DC, 0x00003099}, {0x000030DD, 0x000030DB},
-{0x000030DD, 0x0000309A}, {0x000030F4, 0x000030A6}, {0x000030F4, 0x00003099}, {0x000030F7, 0x000030EF},
-{0x000030F7, 0x00003099}, {0x000030F8, 0x000030F0}, {0x000030F8, 0x00003099}, {0x000030F9, 0x000030F1},
-{0x000030F9, 0x00003099}, {0x000030FA, 0x000030F2}, {0x000030FA, 0x00003099}, {0x000030FE, 0x000030FD},
-{0x000030FE, 0x00003099}, {0x0000F900, 0x00008C48}, {0x0000F901, 0x000066F4}, {0x0000F902, 0x00008ECA},
-{0x0000F903, 0x00008CC8}, {0x0000F904, 0x00006ED1}, {0x0000F905, 0x00004E32}, {0x0000F906, 0x000053E5},
-{0x0000F907, 0x00009F9C}, {0x0000F908, 0x00009F9C}, {0x0000F909, 0x00005951}, {0x0000F90A, 0x000091D1},
-{0x0000F90B, 0x00005587}, {0x0000F90C, 0x00005948}, {0x0000F90D, 0x000061F6}, {0x0000F90E, 0x00007669},
-{0x0000F90F, 0x00007F85}, {0x0000F910, 0x0000863F}, {0x0000F911, 0x000087BA}, {0x0000F912, 0x000088F8},
-{0x0000F913, 0x0000908F}, {0x0000F914, 0x00006A02}, {0x0000F915, 0x00006D1B}, {0x0000F916, 0x000070D9},
-{0x0000F917, 0x000073DE}, {0x0000F918, 0x0000843D}, {0x0000F919, 0x0000916A}, {0x0000F91A, 0x000099F1},
-{0x0000F91B, 0x00004E82}, {0x0000F91C, 0x00005375}, {0x0000F91D, 0x00006B04}, {0x0000F91E, 0x0000721B},
-{0x0000F91F, 0x0000862D}, {0x0000F920, 0x00009E1E}, {0x0000F921, 0x00005D50}, {0x0000F922, 0x00006FEB},
-{0x0000F923, 0x000085CD}, {0x0000F924, 0x00008964}, {0x0000F925, 0x000062C9}, {0x0000F926, 0x000081D8},
-{0x0000F927, 0x0000881F}, {0x0000F928, 0x00005ECA}, {0x0000F929, 0x00006717}, {0x0000F92A, 0x00006D6A},
-{0x0000F92B, 0x000072FC}, {0x0000F92C, 0x000090CE}, {0x0000F92D, 0x00004F86}, {0x0000F92E, 0x000051B7},
-{0x0000F92F, 0x000052DE}, {0x0000F930, 0x000064C4}, {0x0000F931, 0x00006AD3}, {0x0000F932, 0x00007210},
-{0x0000F933, 0x000076E7}, {0x0000F934, 0x00008001}, {0x0000F935, 0x00008606}, {0x0000F936, 0x0000865C},
-{0x0000F937, 0x00008DEF}, {0x0000F938, 0x00009732}, {0x0000F939, 0x00009B6F}, {0x0000F93A, 0x00009DFA},
-{0x0000F93B, 0x0000788C}, {0x0000F93C, 0x0000797F}, {0x0000F93D, 0x00007DA0}, {0x0000F93E, 0x000083C9},
-{0x0000F93F, 0x00009304}, {0x0000F940, 0x00009E7F}, {0x0000F941, 0x00008AD6}, {0x0000F942, 0x000058DF},
-{0x0000F943, 0x00005F04}, {0x0000F944, 0x00007C60}, {0x0000F945, 0x0000807E}, {0x0000F946, 0x00007262},
-{0x0000F947, 0x000078CA}, {0x0000F948, 0x00008CC2}, {0x0000F949, 0x000096F7}, {0x0000F94A, 0x000058D8},
-{0x0000F94B, 0x00005C62}, {0x0000F94C, 0x00006A13}, {0x0000F94D, 0x00006DDA}, {0x0000F94E, 0x00006F0F},
-{0x0000F94F, 0x00007D2F}, {0x0000F950, 0x00007E37}, {0x0000F951, 0x0000964B}, {0x0000F952, 0x000052D2},
-{0x0000F953, 0x0000808B}, {0x0000F954, 0x000051DC}, {0x0000F955, 0x000051CC}, {0x0000F956, 0x00007A1C},
-{0x0000F957, 0x00007DBE}, {0x0000F958, 0x000083F1}, {0x0000F959, 0x00009675}, {0x0000F95A, 0x00008B80},
-{0x0000F95B, 0x000062CF}, {0x0000F95C, 0x00006A02}, {0x0000F95D, 0x00008AFE}, {0x0000F95E, 0x00004E39},
-{0x0000F95F, 0x00005BE7}, {0x0000F960, 0x00006012}, {0x0000F961, 0x00007387}, {0x0000F962, 0x00007570},
-{0x0000F963, 0x00005317}, {0x0000F964, 0x000078FB}, {0x0000F965, 0x00004FBF}, {0x0000F966, 0x00005FA9},
-{0x0000F967, 0x00004E0D}, {0x0000F968, 0x00006CCC}, {0x0000F969, 0x00006578}, {0x0000F96A, 0x00007D22},
-{0x0000F96B, 0x000053C3}, {0x0000F96C, 0x0000585E}, {0x0000F96D, 0x00007701}, {0x0000F96E, 0x00008449},
-{0x0000F96F, 0x00008AAA}, {0x0000F970, 0x00006BBA}, {0x0000F971, 0x00008FB0}, {0x0000F972, 0x00006C88},
-{0x0000F973, 0x000062FE}, {0x0000F974, 0x000082E5}, {0x0000F975, 0x000063A0}, {0x0000F976, 0x00007565},
-{0x0000F977, 0x00004EAE}, {0x0000F978, 0x00005169}, {0x0000F979, 0x000051C9}, {0x0000F97A, 0x00006881},
-{0x0000F97B, 0x00007CE7}, {0x0000F97C, 0x0000826F}, {0x0000F97D, 0x00008AD2}, {0x0000F97E, 0x000091CF},
-{0x0000F97F, 0x000052F5}, {0x0000F980, 0x00005442}, {0x0000F981, 0x00005973}, {0x0000F982, 0x00005EEC},
-{0x0000F983, 0x000065C5}, {0x0000F984, 0x00006FFE}, {0x0000F985, 0x0000792A}, {0x0000F986, 0x000095AD},
-{0x0000F987, 0x00009A6A}, {0x0000F988, 0x00009E97}, {0x0000F989, 0x00009ECE}, {0x0000F98A, 0x0000529B},
-{0x0000F98B, 0x000066C6}, {0x0000F98C, 0x00006B77}, {0x0000F98D, 0x00008F62}, {0x0000F98E, 0x00005E74},
-{0x0000F98F, 0x00006190}, {0x0000F990, 0x00006200}, {0x0000F991, 0x0000649A}, {0x0000F992, 0x00006F23},
-{0x0000F993, 0x00007149}, {0x0000F994, 0x00007489}, {0x0000F995, 0x000079CA}, {0x0000F996, 0x00007DF4},
-{0x0000F997, 0x0000806F}, {0x0000F998, 0x00008F26}, {0x0000F999, 0x000084EE}, {0x0000F99A, 0x00009023},
-{0x0000F99B, 0x0000934A}, {0x0000F99C, 0x00005217}, {0x0000F99D, 0x000052A3}, {0x0000F99E, 0x000054BD},
-{0x0000F99F, 0x000070C8}, {0x0000F9A0, 0x000088C2}, {0x0000F9A1, 0x00008AAA}, {0x0000F9A2, 0x00005EC9},
-{0x0000F9A3, 0x00005FF5}, {0x0000F9A4, 0x0000637B}, {0x0000F9A5, 0x00006BAE}, {0x0000F9A6, 0x00007C3E},
-{0x0000F9A7, 0x00007375}, {0x0000F9A8, 0x00004EE4}, {0x0000F9A9, 0x000056F9}, {0x0000F9AA, 0x00005BE7},
-{0x0000F9AB, 0x00005DBA}, {0x0000F9AC, 0x0000601C}, {0x0000F9AD, 0x000073B2}, {0x0000F9AE, 0x00007469},
-{0x0000F9AF, 0x00007F9A}, {0x0000F9B0, 0x00008046}, {0x0000F9B1, 0x00009234}, {0x0000F9B2, 0x000096F6},
-{0x0000F9B3, 0x00009748}, {0x0000F9B4, 0x00009818}, {0x0000F9B5, 0x00004F8B}, {0x0000F9B6, 0x000079AE},
-{0x0000F9B7, 0x000091B4}, {0x0000F9B8, 0x000096B8}, {0x0000F9B9, 0x000060E1}, {0x0000F9BA, 0x00004E86},
-{0x0000F9BB, 0x000050DA}, {0x0000F9BC, 0x00005BEE}, {0x0000F9BD, 0x00005C3F}, {0x0000F9BE, 0x00006599},
-{0x0000F9BF, 0x00006A02}, {0x0000F9C0, 0x000071CE}, {0x0000F9C1, 0x00007642}, {0x0000F9C2, 0x000084FC},
-{0x0000F9C3, 0x0000907C}, {0x0000F9C4, 0x00009F8D}, {0x0000F9C5, 0x00006688}, {0x0000F9C6, 0x0000962E},
-{0x0000F9C7, 0x00005289}, {0x0000F9C8, 0x0000677B}, {0x0000F9C9, 0x000067F3}, {0x0000F9CA, 0x00006D41},
-{0x0000F9CB, 0x00006E9C}, {0x0000F9CC, 0x00007409}, {0x0000F9CD, 0x00007559}, {0x0000F9CE, 0x0000786B},
-{0x0000F9CF, 0x00007D10}, {0x0000F9D0, 0x0000985E}, {0x0000F9D1, 0x0000516D}, {0x0000F9D2, 0x0000622E},
-{0x0000F9D3, 0x00009678}, {0x0000F9D4, 0x0000502B}, {0x0000F9D5, 0x00005D19}, {0x0000F9D6, 0x00006DEA},
-{0x0000F9D7, 0x00008F2A}, {0x0000F9D8, 0x00005F8B}, {0x0000F9D9, 0x00006144}, {0x0000F9DA, 0x00006817},
-{0x0000F9DB, 0x00007387}, {0x0000F9DC, 0x00009686}, {0x0000F9DD, 0x00005229}, {0x0000F9DE, 0x0000540F},
-{0x0000F9DF, 0x00005C65}, {0x0000F9E0, 0x00006613}, {0x0000F9E1, 0x0000674E}, {0x0000F9E2, 0x000068A8},
-{0x0000F9E3, 0x00006CE5}, {0x0000F9E4, 0x00007406}, {0x0000F9E5, 0x000075E2}, {0x0000F9E6, 0x00007F79},
-{0x0000F9E7, 0x000088CF}, {0x0000F9E8, 0x000088E1}, {0x0000F9E9, 0x000091CC}, {0x0000F9EA, 0x000096E2},
-{0x0000F9EB, 0x0000533F}, {0x0000F9EC, 0x00006EBA}, {0x0000F9ED, 0x0000541D}, {0x0000F9EE, 0x000071D0},
-{0x0000F9EF, 0x00007498}, {0x0000F9F0, 0x000085FA}, {0x0000F9F1, 0x000096A3}, {0x0000F9F2, 0x00009C57},
-{0x0000F9F3, 0x00009E9F}, {0x0000F9F4, 0x00006797}, {0x0000F9F5, 0x00006DCB}, {0x0000F9F6, 0x000081E8},
-{0x0000F9F7, 0x00007ACB}, {0x0000F9F8, 0x00007B20}, {0x0000F9F9, 0x00007C92}, {0x0000F9FA, 0x000072C0},
-{0x0000F9FB, 0x00007099}, {0x0000F9FC, 0x00008B58}, {0x0000F9FD, 0x00004EC0}, {0x0000F9FE, 0x00008336},
-{0x0000F9FF, 0x0000523A}, {0x0000FA00, 0x00005207}, {0x0000FA01, 0x00005EA6}, {0x0000FA02, 0x000062D3},
-{0x0000FA03, 0x00007CD6}, {0x0000FA04, 0x00005B85}, {0x0000FA05, 0x00006D1E}, {0x0000FA06, 0x000066B4},
-{0x0000FA07, 0x00008F3B}, {0x0000FA08, 0x0000884C}, {0x0000FA09, 0x0000964D}, {0x0000FA0A, 0x0000898B},
-{0x0000FA0B, 0x00005ED3}, {0x0000FA0C, 0x00005140}, {0x0000FA0D, 0x000055C0}, {0x0000FA10, 0x0000585A},
-{0x0000FA12, 0x00006674}, {0x0000FA15, 0x000051DE}, {0x0000FA16, 0x0000732A}, {0x0000FA17, 0x000076CA},
-{0x0000FA18, 0x0000793C}, {0x0000FA19, 0x0000795E}, {0x0000FA1A, 0x00007965}, {0x0000FA1B, 0x0000798F},
-{0x0000FA1C, 0x00009756}, {0x0000FA1D, 0x00007CBE}, {0x0000FA1E, 0x00007FBD}, {0x0000FA20, 0x00008612},
-{0x0000FA22, 0x00008AF8}, {0x0000FA25, 0x00009038}, {0x0000FA26, 0x000090FD}, {0x0000FA2A, 0x000098EF},
-{0x0000FA2B, 0x000098FC}, {0x0000FA2C, 0x00009928}, {0x0000FA2D, 0x00009DB4}, {0x0000FA2E, 0x000090DE},
-{0x0000FA2F, 0x000096B7}, {0x0000FA30, 0x00004FAE}, {0x0000FA31, 0x000050E7}, {0x0000FA32, 0x0000514D},
-{0x0000FA33, 0x000052C9}, {0x0000FA34, 0x000052E4}, {0x0000FA35, 0x00005351}, {0x0000FA36, 0x0000559D},
-{0x0000FA37, 0x00005606}, {0x0000FA38, 0x00005668}, {0x0000FA39, 0x00005840}, {0x0000FA3A, 0x000058A8},
-{0x0000FA3B, 0x00005C64}, {0x0000FA3C, 0x00005C6E}, {0x0000FA3D, 0x00006094}, {0x0000FA3E, 0x00006168},
-{0x0000FA3F, 0x0000618E}, {0x0000FA40, 0x000061F2}, {0x0000FA41, 0x0000654F}, {0x0000FA42, 0x000065E2},
-{0x0000FA43, 0x00006691}, {0x0000FA44, 0x00006885}, {0x0000FA45, 0x00006D77}, {0x0000FA46, 0x00006E1A},
-{0x0000FA47, 0x00006F22}, {0x0000FA48, 0x0000716E}, {0x0000FA49, 0x0000722B}, {0x0000FA4A, 0x00007422},
-{0x0000FA4B, 0x00007891}, {0x0000FA4C, 0x0000793E}, {0x0000FA4D, 0x00007949}, {0x0000FA4E, 0x00007948},
-{0x0000FA4F, 0x00007950}, {0x0000FA50, 0x00007956}, {0x0000FA51, 0x0000795D}, {0x0000FA52, 0x0000798D},
-{0x0000FA53, 0x0000798E}, {0x0000FA54, 0x00007A40}, {0x0000FA55, 0x00007A81}, {0x0000FA56, 0x00007BC0},
-{0x0000FA57, 0x00007DF4}, {0x0000FA58, 0x00007E09}, {0x0000FA59, 0x00007E41}, {0x0000FA5A, 0x00007F72},
-{0x0000FA5B, 0x00008005}, {0x0000FA5C, 0x000081ED}, {0x0000FA5D, 0x00008279}, {0x0000FA5E, 0x00008279},
-{0x0000FA5F, 0x00008457}, {0x0000FA60, 0x00008910}, {0x0000FA61, 0x00008996}, {0x0000FA62, 0x00008B01},
-{0x0000FA63, 0x00008B39}, {0x0000FA64, 0x00008CD3}, {0x0000FA65, 0x00008D08}, {0x0000FA66, 0x00008FB6},
-{0x0000FA67, 0x00009038}, {0x0000FA68, 0x000096E3}, {0x0000FA69, 0x000097FF}, {0x0000FA6A, 0x0000983B},
-{0x0000FA6B, 0x00006075}, {0x0000FA6C, 0x000242EE}, {0x0000FA6D, 0x00008218}, {0x0000FA70, 0x00004E26},
-{0x0000FA71, 0x000051B5}, {0x0000FA72, 0x00005168}, {0x0000FA73, 0x00004F80}, {0x0000FA74, 0x00005145},
-{0x0000FA75, 0x00005180}, {0x0000FA76, 0x000052C7}, {0x0000FA77, 0x000052FA}, {0x0000FA78, 0x0000559D},
-{0x0000FA79, 0x00005555}, {0x0000FA7A, 0x00005599}, {0x0000FA7B, 0x000055E2}, {0x0000FA7C, 0x0000585A},
-{0x0000FA7D, 0x000058B3}, {0x0000FA7E, 0x00005944}, {0x0000FA7F, 0x00005954}, {0x0000FA80, 0x00005A62},
-{0x0000FA81, 0x00005B28}, {0x0000FA82, 0x00005ED2}, {0x0000FA83, 0x00005ED9}, {0x0000FA84, 0x00005F69},
-{0x0000FA85, 0x00005FAD}, {0x0000FA86, 0x000060D8}, {0x0000FA87, 0x0000614E}, {0x0000FA88, 0x00006108},
-{0x0000FA89, 0x0000618E}, {0x0000FA8A, 0x00006160}, {0x0000FA8B, 0x000061F2}, {0x0000FA8C, 0x00006234},
-{0x0000FA8D, 0x000063C4}, {0x0000FA8E, 0x0000641C}, {0x0000FA8F, 0x00006452}, {0x0000FA90, 0x00006556},
-{0x0000FA91, 0x00006674}, {0x0000FA92, 0x00006717}, {0x0000FA93, 0x0000671B}, {0x0000FA94, 0x00006756},
-{0x0000FA95, 0x00006B79}, {0x0000FA96, 0x00006BBA}, {0x0000FA97, 0x00006D41}, {0x0000FA98, 0x00006EDB},
-{0x0000FA99, 0x00006ECB}, {0x0000FA9A, 0x00006F22}, {0x0000FA9B, 0x0000701E}, {0x0000FA9C, 0x0000716E},
-{0x0000FA9D, 0x000077A7}, {0x0000FA9E, 0x00007235}, {0x0000FA9F, 0x000072AF}, {0x0000FAA0, 0x0000732A},
-{0x0000FAA1, 0x00007471}, {0x0000FAA2, 0x00007506}, {0x0000FAA3, 0x0000753B}, {0x0000FAA4, 0x0000761D},
-{0x0000FAA5, 0x0000761F}, {0x0000FAA6, 0x000076CA}, {0x0000FAA7, 0x000076DB}, {0x0000FAA8, 0x000076F4},
-{0x0000FAA9, 0x0000774A}, {0x0000FAAA, 0x00007740}, {0x0000FAAB, 0x000078CC}, {0x0000FAAC, 0x00007AB1},
-{0x0000FAAD, 0x00007BC0}, {0x0000FAAE, 0x00007C7B}, {0x0000FAAF, 0x00007D5B}, {0x0000FAB0, 0x00007DF4},
-{0x0000FAB1, 0x00007F3E}, {0x0000FAB2, 0x00008005}, {0x0000FAB3, 0x00008352}, {0x0000FAB4, 0x000083EF},
-{0x0000FAB5, 0x00008779}, {0x0000FAB6, 0x00008941}, {0x0000FAB7, 0x00008986}, {0x0000FAB8, 0x00008996},
-{0x0000FAB9, 0x00008ABF}, {0x0000FABA, 0x00008AF8}, {0x0000FABB, 0x00008ACB}, {0x0000FABC, 0x00008B01},
-{0x0000FABD, 0x00008AFE}, {0x0000FABE, 0x00008AED}, {0x0000FABF, 0x00008B39}, {0x0000FAC0, 0x00008B8A},
-{0x0000FAC1, 0x00008D08}, {0x0000FAC2, 0x00008F38}, {0x0000FAC3, 0x00009072}, {0x0000FAC4, 0x00009199},
-{0x0000FAC5, 0x00009276}, {0x0000FAC6, 0x0000967C}, {0x0000FAC7, 0x000096E3}, {0x0000FAC8, 0x00009756},
-{0x0000FAC9, 0x000097DB}, {0x0000FACA, 0x000097FF}, {0x0000FACB, 0x0000980B}, {0x0000FACC, 0x0000983B},
-{0x0000FACD, 0x00009B12}, {0x0000FACE, 0x00009F9C}, {0x0000FACF, 0x0002284A}, {0x0000FAD0, 0x00022844},
-{0x0000FAD1, 0x000233D5}, {0x0000FAD2, 0x00003B9D}, {0x0000FAD3, 0x00004018}, {0x0000FAD4, 0x00004039},
-{0x0000FAD5, 0x00025249}, {0x0000FAD6, 0x00025CD0}, {0x0000FAD7, 0x00027ED3}, {0x0000FAD8, 0x00009F43},
-{0x0000FAD9, 0x00009F8E}, {0x0000FB1D, 0x000005D9}, {0x0000FB1D, 0x000005B4}, {0x0000FB1F, 0x000005F2},
-{0x0000FB1F, 0x000005B7}, {0x0000FB2A, 0x000005E9}, {0x0000FB2A, 0x000005C1}, {0x0000FB2B, 0x000005E9},
-{0x0000FB2B, 0x000005C2}, {0x0000FB2C, 0x000005E9}, {0x0000FB2C, 0x000005BC}, {0x0000FB2C, 0x000005C1},
-{0x0000FB2D, 0x000005E9}, {0x0000FB2D, 0x000005BC}, {0x0000FB2D, 0x000005C2}, {0x0000FB2E, 0x000005D0},
-{0x0000FB2E, 0x000005B7}, {0x0000FB2F, 0x000005D0}, {0x0000FB2F, 0x000005B8}, {0x0000FB30, 0x000005D0},
-{0x0000FB30, 0x000005BC}, {0x0000FB31, 0x000005D1}, {0x0000FB31, 0x000005BC}, {0x0000FB32, 0x000005D2},
-{0x0000FB32, 0x000005BC}, {0x0000FB33, 0x000005D3}, {0x0000FB33, 0x000005BC}, {0x0000FB34, 0x000005D4},
-{0x0000FB34, 0x000005BC}, {0x0000FB35, 0x000005D5}, {0x0000FB35, 0x000005BC}, {0x0000FB36, 0x000005D6},
-{0x0000FB36, 0x000005BC}, {0x0000FB38, 0x000005D8}, {0x0000FB38, 0x000005BC}, {0x0000FB39, 0x000005D9},
-{0x0000FB39, 0x000005BC}, {0x0000FB3A, 0x000005DA}, {0x0000FB3A, 0x000005BC}, {0x0000FB3B, 0x000005DB},
-{0x0000FB3B, 0x000005BC}, {0x0000FB3C, 0x000005DC}, {0x0000FB3C, 0x000005BC}, {0x0000FB3E, 0x000005DE},
-{0x0000FB3E, 0x000005BC}, {0x0000FB40, 0x000005E0}, {0x0000FB40, 0x000005BC}, {0x0000FB41, 0x000005E1},
-{0x0000FB41, 0x000005BC}, {0x0000FB43, 0x000005E3}, {0x0000FB43, 0x000005BC}, {0x0000FB44, 0x000005E4},
-{0x0000FB44, 0x000005BC}, {0x0000FB46, 0x000005E6}, {0x0000FB46, 0x000005BC}, {0x0000FB47, 0x000005E7},
-{0x0000FB47, 0x000005BC}, {0x0000FB48, 0x000005E8}, {0x0000FB48, 0x000005BC}, {0x0000FB49, 0x000005E9},
-{0x0000FB49, 0x000005BC}, {0x0000FB4A, 0x000005EA}, {0x0000FB4A, 0x000005BC}, {0x0000FB4B, 0x000005D5},
-{0x0000FB4B, 0x000005B9}, {0x0000FB4C, 0x000005D1}, {0x0000FB4C, 0x000005BF}, {0x0000FB4D, 0x000005DB},
-{0x0000FB4D, 0x000005BF}, {0x0000FB4E, 0x000005E4}, {0x0000FB4E, 0x000005BF}, {0x0001109A, 0x00011099},
-{0x0001109A, 0x000110BA}, {0x0001109C, 0x0001109B}, {0x0001109C, 0x000110BA}, {0x000110AB, 0x000110A5},
-{0x000110AB, 0x000110BA}, {0x0001112E, 0x00011131}, {0x0001112E, 0x00011127}, {0x0001112F, 0x00011132},
-{0x0001112F, 0x00011127}, {0x0001134B, 0x00011347}, {0x0001134B, 0x0001133E}, {0x0001134C, 0x00011347},
-{0x0001134C, 0x00011357}, {0x000114BB, 0x000114B9}, {0x000114BB, 0x000114BA}, {0x000114BC, 0x000114B9},
-{0x000114BC, 0x000114B0}, {0x000114BE, 0x000114B9}, {0x000114BE, 0x000114BD}, {0x000115BA, 0x000115B8},
-{0x000115BA, 0x000115AF}, {0x000115BB, 0x000115B9}, {0x000115BB, 0x000115AF}, {0x0001D15E, 0x0001D157},
-{0x0001D15E, 0x0001D165}, {0x0001D15F, 0x0001D158}, {0x0001D15F, 0x0001D165}, {0x0001D160, 0x0001D158},
-{0x0001D160, 0x0001D165}, {0x0001D160, 0x0001D16E}, {0x0001D161, 0x0001D158}, {0x0001D161, 0x0001D165},
-{0x0001D161, 0x0001D16F}, {0x0001D162, 0x0001D158}, {0x0001D162, 0x0001D165}, {0x0001D162, 0x0001D170},
-{0x0001D163, 0x0001D158}, {0x0001D163, 0x0001D165}, {0x0001D163, 0x0001D171}, {0x0001D164, 0x0001D158},
-{0x0001D164, 0x0001D165}, {0x0001D164, 0x0001D172}, {0x0001D1BB, 0x0001D1B9}, {0x0001D1BB, 0x0001D165},
-{0x0001D1BC, 0x0001D1BA}, {0x0001D1BC, 0x0001D165}, {0x0001D1BD, 0x0001D1B9}, {0x0001D1BD, 0x0001D165},
-{0x0001D1BD, 0x0001D16E}, {0x0001D1BE, 0x0001D1BA}, {0x0001D1BE, 0x0001D165}, {0x0001D1BE, 0x0001D16E},
-{0x0001D1BF, 0x0001D1B9}, {0x0001D1BF, 0x0001D165}, {0x0001D1BF, 0x0001D16F}, {0x0001D1C0, 0x0001D1BA},
-{0x0001D1C0, 0x0001D165}, {0x0001D1C0, 0x0001D16F}, {0x0002F800, 0x00004E3D}, {0x0002F801, 0x00004E38},
-{0x0002F802, 0x00004E41}, {0x0002F803, 0x00020122}, {0x0002F804, 0x00004F60}, {0x0002F805, 0x00004FAE},
-{0x0002F806, 0x00004FBB}, {0x0002F807, 0x00005002}, {0x0002F808, 0x0000507A}, {0x0002F809, 0x00005099},
-{0x0002F80A, 0x000050E7}, {0x0002F80B, 0x000050CF}, {0x0002F80C, 0x0000349E}, {0x0002F80D, 0x0002063A},
-{0x0002F80E, 0x0000514D}, {0x0002F80F, 0x00005154}, {0x0002F810, 0x00005164}, {0x0002F811, 0x00005177},
-{0x0002F812, 0x0002051C}, {0x0002F813, 0x000034B9}, {0x0002F814, 0x00005167}, {0x0002F815, 0x0000518D},
-{0x0002F816, 0x0002054B}, {0x0002F817, 0x00005197}, {0x0002F818, 0x000051A4}, {0x0002F819, 0x00004ECC},
-{0x0002F81A, 0x000051AC}, {0x0002F81B, 0x000051B5}, {0x0002F81C, 0x000291DF}, {0x0002F81D, 0x000051F5},
-{0x0002F81E, 0x00005203}, {0x0002F81F, 0x000034DF}, {0x0002F820, 0x0000523B}, {0x0002F821, 0x00005246},
-{0x0002F822, 0x00005272}, {0x0002F823, 0x00005277}, {0x0002F824, 0x00003515}, {0x0002F825, 0x000052C7},
-{0x0002F826, 0x000052C9}, {0x0002F827, 0x000052E4}, {0x0002F828, 0x000052FA}, {0x0002F829, 0x00005305},
-{0x0002F82A, 0x00005306}, {0x0002F82B, 0x00005317}, {0x0002F82C, 0x00005349}, {0x0002F82D, 0x00005351},
-{0x0002F82E, 0x0000535A}, {0x0002F82F, 0x00005373}, {0x0002F830, 0x0000537D}, {0x0002F831, 0x0000537F},
-{0x0002F832, 0x0000537F}, {0x0002F833, 0x0000537F}, {0x0002F834, 0x00020A2C}, {0x0002F835, 0x00007070},
-{0x0002F836, 0x000053CA}, {0x0002F837, 0x000053DF}, {0x0002F838, 0x00020B63}, {0x0002F839, 0x000053EB},
-{0x0002F83A, 0x000053F1}, {0x0002F83B, 0x00005406}, {0x0002F83C, 0x0000549E}, {0x0002F83D, 0x00005438},
-{0x0002F83E, 0x00005448}, {0x0002F83F, 0x00005468}, {0x0002F840, 0x000054A2}, {0x0002F841, 0x000054F6},
-{0x0002F842, 0x00005510}, {0x0002F843, 0x00005553}, {0x0002F844, 0x00005563}, {0x0002F845, 0x00005584},
-{0x0002F846, 0x00005584}, {0x0002F847, 0x00005599}, {0x0002F848, 0x000055AB}, {0x0002F849, 0x000055B3},
-{0x0002F84A, 0x000055C2}, {0x0002F84B, 0x00005716}, {0x0002F84C, 0x00005606}, {0x0002F84D, 0x00005717},
-{0x0002F84E, 0x00005651}, {0x0002F84F, 0x00005674}, {0x0002F850, 0x00005207}, {0x0002F851, 0x000058EE},
-{0x0002F852, 0x000057CE}, {0x0002F853, 0x000057F4}, {0x0002F854, 0x0000580D}, {0x0002F855, 0x0000578B},
-{0x0002F856, 0x00005832}, {0x0002F857, 0x00005831}, {0x0002F858, 0x000058AC}, {0x0002F859, 0x000214E4},
-{0x0002F85A, 0x000058F2}, {0x0002F85B, 0x000058F7}, {0x0002F85C, 0x00005906}, {0x0002F85D, 0x0000591A},
-{0x0002F85E, 0x00005922}, {0x0002F85F, 0x00005962}, {0x0002F860, 0x000216A8}, {0x0002F861, 0x000216EA},
-{0x0002F862, 0x000059EC}, {0x0002F863, 0x00005A1B}, {0x0002F864, 0x00005A27}, {0x0002F865, 0x000059D8},
-{0x0002F866, 0x00005A66}, {0x0002F867, 0x000036EE}, {0x0002F868, 0x000036FC}, {0x0002F869, 0x00005B08},
-{0x0002F86A, 0x00005B3E}, {0x0002F86B, 0x00005B3E}, {0x0002F86C, 0x000219C8}, {0x0002F86D, 0x00005BC3},
-{0x0002F86E, 0x00005BD8}, {0x0002F86F, 0x00005BE7}, {0x0002F870, 0x00005BF3}, {0x0002F871, 0x00021B18},
-{0x0002F872, 0x00005BFF}, {0x0002F873, 0x00005C06}, {0x0002F874, 0x00005F53}, {0x0002F875, 0x00005C22},
-{0x0002F876, 0x00003781}, {0x0002F877, 0x00005C60}, {0x0002F878, 0x00005C6E}, {0x0002F879, 0x00005CC0},
-{0x0002F87A, 0x00005C8D}, {0x0002F87B, 0x00021DE4}, {0x0002F87C, 0x00005D43}, {0x0002F87D, 0x00021DE6},
-{0x0002F87E, 0x00005D6E}, {0x0002F87F, 0x00005D6B}, {0x0002F880, 0x00005D7C}, {0x0002F881, 0x00005DE1},
-{0x0002F882, 0x00005DE2}, {0x0002F883, 0x0000382F}, {0x0002F884, 0x00005DFD}, {0x0002F885, 0x00005E28},
-{0x0002F886, 0x00005E3D}, {0x0002F887, 0x00005E69}, {0x0002F888, 0x00003862}, {0x0002F889, 0x00022183},
-{0x0002F88A, 0x0000387C}, {0x0002F88B, 0x00005EB0}, {0x0002F88C, 0x00005EB3}, {0x0002F88D, 0x00005EB6},
-{0x0002F88E, 0x00005ECA}, {0x0002F88F, 0x0002A392}, {0x0002F890, 0x00005EFE}, {0x0002F891, 0x00022331},
-{0x0002F892, 0x00022331}, {0x0002F893, 0x00008201}, {0x0002F894, 0x00005F22}, {0x0002F895, 0x00005F22},
-{0x0002F896, 0x000038C7}, {0x0002F897, 0x000232B8}, {0x0002F898, 0x000261DA}, {0x0002F899, 0x00005F62},
-{0x0002F89A, 0x00005F6B}, {0x0002F89B, 0x000038E3}, {0x0002F89C, 0x00005F9A}, {0x0002F89D, 0x00005FCD},
-{0x0002F89E, 0x00005FD7}, {0x0002F89F, 0x00005FF9}, {0x0002F8A0, 0x00006081}, {0x0002F8A1, 0x0000393A},
-{0x0002F8A2, 0x0000391C}, {0x0002F8A3, 0x00006094}, {0x0002F8A4, 0x000226D4}, {0x0002F8A5, 0x000060C7},
-{0x0002F8A6, 0x00006148}, {0x0002F8A7, 0x0000614C}, {0x0002F8A8, 0x0000614E}, {0x0002F8A9, 0x0000614C},
-{0x0002F8AA, 0x0000617A}, {0x0002F8AB, 0x0000618E}, {0x0002F8AC, 0x000061B2}, {0x0002F8AD, 0x000061A4},
-{0x0002F8AE, 0x000061AF}, {0x0002F8AF, 0x000061DE}, {0x0002F8B0, 0x000061F2}, {0x0002F8B1, 0x000061F6},
-{0x0002F8B2, 0x00006210}, {0x0002F8B3, 0x0000621B}, {0x0002F8B4, 0x0000625D}, {0x0002F8B5, 0x000062B1},
-{0x0002F8B6, 0x000062D4}, {0x0002F8B7, 0x00006350}, {0x0002F8B8, 0x00022B0C}, {0x0002F8B9, 0x0000633D},
-{0x0002F8BA, 0x000062FC}, {0x0002F8BB, 0x00006368}, {0x0002F8BC, 0x00006383}, {0x0002F8BD, 0x000063E4},
-{0x0002F8BE, 0x00022BF1}, {0x0002F8BF, 0x00006422}, {0x0002F8C0, 0x000063C5}, {0x0002F8C1, 0x000063A9},
-{0x0002F8C2, 0x00003A2E}, {0x0002F8C3, 0x00006469}, {0x0002F8C4, 0x0000647E}, {0x0002F8C5, 0x0000649D},
-{0x0002F8C6, 0x00006477}, {0x0002F8C7, 0x00003A6C}, {0x0002F8C8, 0x0000654F}, {0x0002F8C9, 0x0000656C},
-{0x0002F8CA, 0x0002300A}, {0x0002F8CB, 0x000065E3}, {0x0002F8CC, 0x000066F8}, {0x0002F8CD, 0x00006649},
-{0x0002F8CE, 0x00003B19}, {0x0002F8CF, 0x00006691}, {0x0002F8D0, 0x00003B08}, {0x0002F8D1, 0x00003AE4},
-{0x0002F8D2, 0x00005192}, {0x0002F8D3, 0x00005195}, {0x0002F8D4, 0x00006700}, {0x0002F8D5, 0x0000669C},
-{0x0002F8D6, 0x000080AD}, {0x0002F8D7, 0x000043D9}, {0x0002F8D8, 0x00006717}, {0x0002F8D9, 0x0000671B},
-{0x0002F8DA, 0x00006721}, {0x0002F8DB, 0x0000675E}, {0x0002F8DC, 0x00006753}, {0x0002F8DD, 0x000233C3},
-{0x0002F8DE, 0x00003B49}, {0x0002F8DF, 0x000067FA}, {0x0002F8E0, 0x00006785}, {0x0002F8E1, 0x00006852},
-{0x0002F8E2, 0x00006885}, {0x0002F8E3, 0x0002346D}, {0x0002F8E4, 0x0000688E}, {0x0002F8E5, 0x0000681F},
-{0x0002F8E6, 0x00006914}, {0x0002F8E7, 0x00003B9D}, {0x0002F8E8, 0x00006942}, {0x0002F8E9, 0x000069A3},
-{0x0002F8EA, 0x000069EA}, {0x0002F8EB, 0x00006AA8}, {0x0002F8EC, 0x000236A3}, {0x0002F8ED, 0x00006ADB},
-{0x0002F8EE, 0x00003C18}, {0x0002F8EF, 0x00006B21}, {0x0002F8F0, 0x000238A7}, {0x0002F8F1, 0x00006B54},
-{0x0002F8F2, 0x00003C4E}, {0x0002F8F3, 0x00006B72}, {0x0002F8F4, 0x00006B9F}, {0x0002F8F5, 0x00006BBA},
-{0x0002F8F6, 0x00006BBB}, {0x0002F8F7, 0x00023A8D}, {0x0002F8F8, 0x00021D0B}, {0x0002F8F9, 0x00023AFA},
-{0x0002F8FA, 0x00006C4E}, {0x0002F8FB, 0x00023CBC}, {0x0002F8FC, 0x00006CBF}, {0x0002F8FD, 0x00006CCD},
-{0x0002F8FE, 0x00006C67}, {0x0002F8FF, 0x00006D16}, {0x0002F900, 0x00006D3E}, {0x0002F901, 0x00006D77},
-{0x0002F902, 0x00006D41}, {0x0002F903, 0x00006D69}, {0x0002F904, 0x00006D78}, {0x0002F905, 0x00006D85},
-{0x0002F906, 0x00023D1E}, {0x0002F907, 0x00006D34}, {0x0002F908, 0x00006E2F}, {0x0002F909, 0x00006E6E},
-{0x0002F90A, 0x00003D33}, {0x0002F90B, 0x00006ECB}, {0x0002F90C, 0x00006EC7}, {0x0002F90D, 0x00023ED1},
-{0x0002F90E, 0x00006DF9}, {0x0002F90F, 0x00006F6E}, {0x0002F910, 0x00023F5E}, {0x0002F911, 0x00023F8E},
-{0x0002F912, 0x00006FC6}, {0x0002F913, 0x00007039}, {0x0002F914, 0x0000701E}, {0x0002F915, 0x0000701B},
-{0x0002F916, 0x00003D96}, {0x0002F917, 0x0000704A}, {0x0002F918, 0x0000707D}, {0x0002F919, 0x00007077},
-{0x0002F91A, 0x000070AD}, {0x0002F91B, 0x00020525}, {0x0002F91C, 0x00007145}, {0x0002F91D, 0x00024263},
-{0x0002F91E, 0x0000719C}, {0x0002F91F, 0x000243AB}, {0x0002F920, 0x00007228}, {0x0002F921, 0x00007235},
-{0x0002F922, 0x00007250}, {0x0002F923, 0x00024608}, {0x0002F924, 0x00007280}, {0x0002F925, 0x00007295},
-{0x0002F926, 0x00024735}, {0x0002F927, 0x00024814}, {0x0002F928, 0x0000737A}, {0x0002F929, 0x0000738B},
-{0x0002F92A, 0x00003EAC}, {0x0002F92B, 0x000073A5}, {0x0002F92C, 0x00003EB8}, {0x0002F92D, 0x00003EB8},
-{0x0002F92E, 0x00007447}, {0x0002F92F, 0x0000745C}, {0x0002F930, 0x00007471}, {0x0002F931, 0x00007485},
-{0x0002F932, 0x000074CA}, {0x0002F933, 0x00003F1B}, {0x0002F934, 0x00007524}, {0x0002F935, 0x00024C36},
-{0x0002F936, 0x0000753E}, {0x0002F937, 0x00024C92}, {0x0002F938, 0x00007570}, {0x0002F939, 0x0002219F},
-{0x0002F93A, 0x00007610}, {0x0002F93B, 0x00024FA1}, {0x0002F93C, 0x00024FB8}, {0x0002F93D, 0x00025044},
-{0x0002F93E, 0x00003FFC}, {0x0002F93F, 0x00004008}, {0x0002F940, 0x000076F4}, {0x0002F941, 0x000250F3},
-{0x0002F942, 0x000250F2}, {0x0002F943, 0x00025119}, {0x0002F944, 0x00025133}, {0x0002F945, 0x0000771E},
-{0x0002F946, 0x0000771F}, {0x0002F947, 0x0000771F}, {0x0002F948, 0x0000774A}, {0x0002F949, 0x00004039},
-{0x0002F94A, 0x0000778B}, {0x0002F94B, 0x00004046}, {0x0002F94C, 0x00004096}, {0x0002F94D, 0x0002541D},
-{0x0002F94E, 0x0000784E}, {0x0002F94F, 0x0000788C}, {0x0002F950, 0x000078CC}, {0x0002F951, 0x000040E3},
-{0x0002F952, 0x00025626}, {0x0002F953, 0x00007956}, {0x0002F954, 0x0002569A}, {0x0002F955, 0x000256C5},
-{0x0002F956, 0x0000798F}, {0x0002F957, 0x000079EB}, {0x0002F958, 0x0000412F}, {0x0002F959, 0x00007A40},
-{0x0002F95A, 0x00007A4A}, {0x0002F95B, 0x00007A4F}, {0x0002F95C, 0x0002597C}, {0x0002F95D, 0x00025AA7},
-{0x0002F95E, 0x00025AA7}, {0x0002F95F, 0x00007AEE}, {0x0002F960, 0x00004202}, {0x0002F961, 0x00025BAB},
-{0x0002F962, 0x00007BC6}, {0x0002F963, 0x00007BC9}, {0x0002F964, 0x00004227}, {0x0002F965, 0x00025C80},
-{0x0002F966, 0x00007CD2}, {0x0002F967, 0x000042A0}, {0x0002F968, 0x00007CE8}, {0x0002F969, 0x00007CE3},
-{0x0002F96A, 0x00007D00}, {0x0002F96B, 0x00025F86}, {0x0002F96C, 0x00007D63}, {0x0002F96D, 0x00004301},
-{0x0002F96E, 0x00007DC7}, {0x0002F96F, 0x00007E02}, {0x0002F970, 0x00007E45}, {0x0002F971, 0x00004334},
-{0x0002F972, 0x00026228}, {0x0002F973, 0x00026247}, {0x0002F974, 0x00004359}, {0x0002F975, 0x000262D9},
-{0x0002F976, 0x00007F7A}, {0x0002F977, 0x0002633E}, {0x0002F978, 0x00007F95}, {0x0002F979, 0x00007FFA},
-{0x0002F97A, 0x00008005}, {0x0002F97B, 0x000264DA}, {0x0002F97C, 0x00026523}, {0x0002F97D, 0x00008060},
-{0x0002F97E, 0x000265A8}, {0x0002F97F, 0x00008070}, {0x0002F980, 0x0002335F}, {0x0002F981, 0x000043D5},
-{0x0002F982, 0x000080B2}, {0x0002F983, 0x00008103}, {0x0002F984, 0x0000440B}, {0x0002F985, 0x0000813E},
-{0x0002F986, 0x00005AB5}, {0x0002F987, 0x000267A7}, {0x0002F988, 0x000267B5}, {0x0002F989, 0x00023393},
-{0x0002F98A, 0x0002339C}, {0x0002F98B, 0x00008201}, {0x0002F98C, 0x00008204}, {0x0002F98D, 0x00008F9E},
-{0x0002F98E, 0x0000446B}, {0x0002F98F, 0x00008291}, {0x0002F990, 0x0000828B}, {0x0002F991, 0x0000829D},
-{0x0002F992, 0x000052B3}, {0x0002F993, 0x000082B1}, {0x0002F994, 0x000082B3}, {0x0002F995, 0x000082BD},
-{0x0002F996, 0x000082E6}, {0x0002F997, 0x00026B3C}, {0x0002F998, 0x000082E5}, {0x0002F999, 0x0000831D},
-{0x0002F99A, 0x00008363}, {0x0002F99B, 0x000083AD}, {0x0002F99C, 0x00008323}, {0x0002F99D, 0x000083BD},
-{0x0002F99E, 0x000083E7}, {0x0002F99F, 0x00008457}, {0x0002F9A0, 0x00008353}, {0x0002F9A1, 0x000083CA},
-{0x0002F9A2, 0x000083CC}, {0x0002F9A3, 0x000083DC}, {0x0002F9A4, 0x00026C36}, {0x0002F9A5, 0x00026D6B},
-{0x0002F9A6, 0x00026CD5}, {0x0002F9A7, 0x0000452B}, {0x0002F9A8, 0x000084F1}, {0x0002F9A9, 0x000084F3},
-{0x0002F9AA, 0x00008516}, {0x0002F9AB, 0x000273CA}, {0x0002F9AC, 0x00008564}, {0x0002F9AD, 0x00026F2C},
-{0x0002F9AE, 0x0000455D}, {0x0002F9AF, 0x00004561}, {0x0002F9B0, 0x00026FB1}, {0x0002F9B1, 0x000270D2},
-{0x0002F9B2, 0x0000456B}, {0x0002F9B3, 0x00008650}, {0x0002F9B4, 0x0000865C}, {0x0002F9B5, 0x00008667},
-{0x0002F9B6, 0x00008669}, {0x0002F9B7, 0x000086A9}, {0x0002F9B8, 0x00008688}, {0x0002F9B9, 0x0000870E},
-{0x0002F9BA, 0x000086E2}, {0x0002F9BB, 0x00008779}, {0x0002F9BC, 0x00008728}, {0x0002F9BD, 0x0000876B},
-{0x0002F9BE, 0x00008786}, {0x0002F9BF, 0x000045D7}, {0x0002F9C0, 0x000087E1}, {0x0002F9C1, 0x00008801},
-{0x0002F9C2, 0x000045F9}, {0x0002F9C3, 0x00008860}, {0x0002F9C4, 0x00008863}, {0x0002F9C5, 0x00027667},
-{0x0002F9C6, 0x000088D7}, {0x0002F9C7, 0x000088DE}, {0x0002F9C8, 0x00004635}, {0x0002F9C9, 0x000088FA},
-{0x0002F9CA, 0x000034BB}, {0x0002F9CB, 0x000278AE}, {0x0002F9CC, 0x00027966}, {0x0002F9CD, 0x000046BE},
-{0x0002F9CE, 0x000046C7}, {0x0002F9CF, 0x00008AA0}, {0x0002F9D0, 0x00008AED}, {0x0002F9D1, 0x00008B8A},
-{0x0002F9D2, 0x00008C55}, {0x0002F9D3, 0x00027CA8}, {0x0002F9D4, 0x00008CAB}, {0x0002F9D5, 0x00008CC1},
-{0x0002F9D6, 0x00008D1B}, {0x0002F9D7, 0x00008D77}, {0x0002F9D8, 0x00027F2F}, {0x0002F9D9, 0x00020804},
-{0x0002F9DA, 0x00008DCB}, {0x0002F9DB, 0x00008DBC}, {0x0002F9DC, 0x00008DF0}, {0x0002F9DD, 0x000208DE},
-{0x0002F9DE, 0x00008ED4}, {0x0002F9DF, 0x00008F38}, {0x0002F9E0, 0x000285D2}, {0x0002F9E1, 0x000285ED},
-{0x0002F9E2, 0x00009094}, {0x0002F9E3, 0x000090F1}, {0x0002F9E4, 0x00009111}, {0x0002F9E5, 0x0002872E},
-{0x0002F9E6, 0x0000911B}, {0x0002F9E7, 0x00009238}, {0x0002F9E8, 0x000092D7}, {0x0002F9E9, 0x000092D8},
-{0x0002F9EA, 0x0000927C}, {0x0002F9EB, 0x000093F9}, {0x0002F9EC, 0x00009415}, {0x0002F9ED, 0x00028BFA},
-{0x0002F9EE, 0x0000958B}, {0x0002F9EF, 0x00004995}, {0x0002F9F0, 0x000095B7}, {0x0002F9F1, 0x00028D77},
-{0x0002F9F2, 0x000049E6}, {0x0002F9F3, 0x000096C3}, {0x0002F9F4, 0x00005DB2}, {0x0002F9F5, 0x00009723},
-{0x0002F9F6, 0x00029145}, {0x0002F9F7, 0x0002921A}, {0x0002F9F8, 0x00004A6E}, {0x0002F9F9, 0x00004A76},
-{0x0002F9FA, 0x000097E0}, {0x0002F9FB, 0x0002940A}, {0x0002F9FC, 0x00004AB2}, {0x0002F9FD, 0x00029496},
-{0x0002F9FE, 0x0000980B}, {0x0002F9FF, 0x0000980B}, {0x0002FA00, 0x00009829}, {0x0002FA01, 0x000295B6},
-{0x0002FA02, 0x000098E2}, {0x0002FA03, 0x00004B33}, {0x0002FA04, 0x00009929}, {0x0002FA05, 0x000099A7},
-{0x0002FA06, 0x000099C2}, {0x0002FA07, 0x000099FE}, {0x0002FA08, 0x00004BCE}, {0x0002FA09, 0x00029B30},
-{0x0002FA0A, 0x00009B12}, {0x0002FA0B, 0x00009C40}, {0x0002FA0C, 0x00009CFD}, {0x0002FA0D, 0x00004CCE},
-{0x0002FA0E, 0x00004CED}, {0x0002FA0F, 0x00009D67}, {0x0002FA10, 0x0002A0CE}, {0x0002FA11, 0x00004CF8},
-{0x0002FA12, 0x0002A105}, {0x0002FA13, 0x0002A20E}, {0x0002FA14, 0x0002A291}, {0x0002FA15, 0x00009EBB},
-{0x0002FA16, 0x00004D56}, {0x0002FA17, 0x00009EF9}, {0x0002FA18, 0x00009EFE}, {0x0002FA19, 0x00009F05},
-{0x0002FA1A, 0x00009F0F}, {0x0002FA1B, 0x00009F16}, {0x0002FA1D, 0x0002A600},
-};
-
-const std::map<char32_t, char32_t> unicode_map_lowercase = {
-{0x00041, 0x00061}, {0x00042, 0x00062}, {0x00043, 0x00063}, {0x00044, 0x00064}, {0x00045, 0x00065}, {0x00046, 0x00066},
-{0x00047, 0x00067}, {0x00048, 0x00068}, {0x00049, 0x00069}, {0x0004A, 0x0006A}, {0x0004B, 0x0006B}, {0x0004C, 0x0006C},
-{0x0004D, 0x0006D}, {0x0004E, 0x0006E}, {0x0004F, 0x0006F}, {0x00050, 0x00070}, {0x00051, 0x00071}, {0x00052, 0x00072},
-{0x00053, 0x00073}, {0x00054, 0x00074}, {0x00055, 0x00075}, {0x00056, 0x00076}, {0x00057, 0x00077}, {0x00058, 0x00078},
-{0x00059, 0x00079}, {0x0005A, 0x0007A}, {0x000C0, 0x000E0}, {0x000C1, 0x000E1}, {0x000C2, 0x000E2}, {0x000C3, 0x000E3},
-{0x000C4, 0x000E4}, {0x000C5, 0x000E5}, {0x000C6, 0x000E6}, {0x000C7, 0x000E7}, {0x000C8, 0x000E8}, {0x000C9, 0x000E9},
-{0x000CA, 0x000EA}, {0x000CB, 0x000EB}, {0x000CC, 0x000EC}, {0x000CD, 0x000ED}, {0x000CE, 0x000EE}, {0x000CF, 0x000EF},
-{0x000D0, 0x000F0}, {0x000D1, 0x000F1}, {0x000D2, 0x000F2}, {0x000D3, 0x000F3}, {0x000D4, 0x000F4}, {0x000D5, 0x000F5},
-{0x000D6, 0x000F6}, {0x000D8, 0x000F8}, {0x000D9, 0x000F9}, {0x000DA, 0x000FA}, {0x000DB, 0x000FB}, {0x000DC, 0x000FC},
-{0x000DD, 0x000FD}, {0x000DE, 0x000FE}, {0x00100, 0x00101}, {0x00102, 0x00103}, {0x00104, 0x00105}, {0x00106, 0x00107},
-{0x00108, 0x00109}, {0x0010A, 0x0010B}, {0x0010C, 0x0010D}, {0x0010E, 0x0010F}, {0x00110, 0x00111}, {0x00112, 0x00113},
-{0x00114, 0x00115}, {0x00116, 0x00117}, {0x00118, 0x00119}, {0x0011A, 0x0011B}, {0x0011C, 0x0011D}, {0x0011E, 0x0011F},
-{0x00120, 0x00121}, {0x00122, 0x00123}, {0x00124, 0x00125}, {0x00126, 0x00127}, {0x00128, 0x00129}, {0x0012A, 0x0012B},
-{0x0012C, 0x0012D}, {0x0012E, 0x0012F}, {0x00130, 0x00069}, {0x00132, 0x00133}, {0x00134, 0x00135}, {0x00136, 0x00137},
-{0x00139, 0x0013A}, {0x0013B, 0x0013C}, {0x0013D, 0x0013E}, {0x0013F, 0x00140}, {0x00141, 0x00142}, {0x00143, 0x00144},
-{0x00145, 0x00146}, {0x00147, 0x00148}, {0x0014A, 0x0014B}, {0x0014C, 0x0014D}, {0x0014E, 0x0014F}, {0x00150, 0x00151},
-{0x00152, 0x00153}, {0x00154, 0x00155}, {0x00156, 0x00157}, {0x00158, 0x00159}, {0x0015A, 0x0015B}, {0x0015C, 0x0015D},
-{0x0015E, 0x0015F}, {0x00160, 0x00161}, {0x00162, 0x00163}, {0x00164, 0x00165}, {0x00166, 0x00167}, {0x00168, 0x00169},
-{0x0016A, 0x0016B}, {0x0016C, 0x0016D}, {0x0016E, 0x0016F}, {0x00170, 0x00171}, {0x00172, 0x00173}, {0x00174, 0x00175},
-{0x00176, 0x00177}, {0x00178, 0x000FF}, {0x00179, 0x0017A}, {0x0017B, 0x0017C}, {0x0017D, 0x0017E}, {0x00181, 0x00253},
-{0x00182, 0x00183}, {0x00184, 0x00185}, {0x00186, 0x00254}, {0x00187, 0x00188}, {0x00189, 0x00256}, {0x0018A, 0x00257},
-{0x0018B, 0x0018C}, {0x0018E, 0x001DD}, {0x0018F, 0x00259}, {0x00190, 0x0025B}, {0x00191, 0x00192}, {0x00193, 0x00260},
-{0x00194, 0x00263}, {0x00196, 0x00269}, {0x00197, 0x00268}, {0x00198, 0x00199}, {0x0019C, 0x0026F}, {0x0019D, 0x00272},
-{0x0019F, 0x00275}, {0x001A0, 0x001A1}, {0x001A2, 0x001A3}, {0x001A4, 0x001A5}, {0x001A6, 0x00280}, {0x001A7, 0x001A8},
-{0x001A9, 0x00283}, {0x001AC, 0x001AD}, {0x001AE, 0x00288}, {0x001AF, 0x001B0}, {0x001B1, 0x0028A}, {0x001B2, 0x0028B},
-{0x001B3, 0x001B4}, {0x001B5, 0x001B6}, {0x001B7, 0x00292}, {0x001B8, 0x001B9}, {0x001BC, 0x001BD}, {0x001C4, 0x001C6},
-{0x001C5, 0x001C6}, {0x001C7, 0x001C9}, {0x001C8, 0x001C9}, {0x001CA, 0x001CC}, {0x001CB, 0x001CC}, {0x001CD, 0x001CE},
-{0x001CF, 0x001D0}, {0x001D1, 0x001D2}, {0x001D3, 0x001D4}, {0x001D5, 0x001D6}, {0x001D7, 0x001D8}, {0x001D9, 0x001DA},
-{0x001DB, 0x001DC}, {0x001DE, 0x001DF}, {0x001E0, 0x001E1}, {0x001E2, 0x001E3}, {0x001E4, 0x001E5}, {0x001E6, 0x001E7},
-{0x001E8, 0x001E9}, {0x001EA, 0x001EB}, {0x001EC, 0x001ED}, {0x001EE, 0x001EF}, {0x001F1, 0x001F3}, {0x001F2, 0x001F3},
-{0x001F4, 0x001F5}, {0x001F6, 0x00195}, {0x001F7, 0x001BF}, {0x001F8, 0x001F9}, {0x001FA, 0x001FB}, {0x001FC, 0x001FD},
-{0x001FE, 0x001FF}, {0x00200, 0x00201}, {0x00202, 0x00203}, {0x00204, 0x00205}, {0x00206, 0x00207}, {0x00208, 0x00209},
-{0x0020A, 0x0020B}, {0x0020C, 0x0020D}, {0x0020E, 0x0020F}, {0x00210, 0x00211}, {0x00212, 0x00213}, {0x00214, 0x00215},
-{0x00216, 0x00217}, {0x00218, 0x00219}, {0x0021A, 0x0021B}, {0x0021C, 0x0021D}, {0x0021E, 0x0021F}, {0x00220, 0x0019E},
-{0x00222, 0x00223}, {0x00224, 0x00225}, {0x00226, 0x00227}, {0x00228, 0x00229}, {0x0022A, 0x0022B}, {0x0022C, 0x0022D},
-{0x0022E, 0x0022F}, {0x00230, 0x00231}, {0x00232, 0x00233}, {0x0023A, 0x02C65}, {0x0023B, 0x0023C}, {0x0023D, 0x0019A},
-{0x0023E, 0x02C66}, {0x00241, 0x00242}, {0x00243, 0x00180}, {0x00244, 0x00289}, {0x00245, 0x0028C}, {0x00246, 0x00247},
-{0x00248, 0x00249}, {0x0024A, 0x0024B}, {0x0024C, 0x0024D}, {0x0024E, 0x0024F}, {0x00370, 0x00371}, {0x00372, 0x00373},
-{0x00376, 0x00377}, {0x0037F, 0x003F3}, {0x00386, 0x003AC}, {0x00388, 0x003AD}, {0x00389, 0x003AE}, {0x0038A, 0x003AF},
-{0x0038C, 0x003CC}, {0x0038E, 0x003CD}, {0x0038F, 0x003CE}, {0x00391, 0x003B1}, {0x00392, 0x003B2}, {0x00393, 0x003B3},
-{0x00394, 0x003B4}, {0x00395, 0x003B5}, {0x00396, 0x003B6}, {0x00397, 0x003B7}, {0x00398, 0x003B8}, {0x00399, 0x003B9},
-{0x0039A, 0x003BA}, {0x0039B, 0x003BB}, {0x0039C, 0x003BC}, {0x0039D, 0x003BD}, {0x0039E, 0x003BE}, {0x0039F, 0x003BF},
-{0x003A0, 0x003C0}, {0x003A1, 0x003C1}, {0x003A3, 0x003C3}, {0x003A4, 0x003C4}, {0x003A5, 0x003C5}, {0x003A6, 0x003C6},
-{0x003A7, 0x003C7}, {0x003A8, 0x003C8}, {0x003A9, 0x003C9}, {0x003AA, 0x003CA}, {0x003AB, 0x003CB}, {0x003CF, 0x003D7},
-{0x003D8, 0x003D9}, {0x003DA, 0x003DB}, {0x003DC, 0x003DD}, {0x003DE, 0x003DF}, {0x003E0, 0x003E1}, {0x003E2, 0x003E3},
-{0x003E4, 0x003E5}, {0x003E6, 0x003E7}, {0x003E8, 0x003E9}, {0x003EA, 0x003EB}, {0x003EC, 0x003ED}, {0x003EE, 0x003EF},
-{0x003F4, 0x003B8}, {0x003F7, 0x003F8}, {0x003F9, 0x003F2}, {0x003FA, 0x003FB}, {0x003FD, 0x0037B}, {0x003FE, 0x0037C},
-{0x003FF, 0x0037D}, {0x00400, 0x00450}, {0x00401, 0x00451}, {0x00402, 0x00452}, {0x00403, 0x00453}, {0x00404, 0x00454},
-{0x00405, 0x00455}, {0x00406, 0x00456}, {0x00407, 0x00457}, {0x00408, 0x00458}, {0x00409, 0x00459}, {0x0040A, 0x0045A},
-{0x0040B, 0x0045B}, {0x0040C, 0x0045C}, {0x0040D, 0x0045D}, {0x0040E, 0x0045E}, {0x0040F, 0x0045F}, {0x00410, 0x00430},
-{0x00411, 0x00431}, {0x00412, 0x00432}, {0x00413, 0x00433}, {0x00414, 0x00434}, {0x00415, 0x00435}, {0x00416, 0x00436},
-{0x00417, 0x00437}, {0x00418, 0x00438}, {0x00419, 0x00439}, {0x0041A, 0x0043A}, {0x0041B, 0x0043B}, {0x0041C, 0x0043C},
-{0x0041D, 0x0043D}, {0x0041E, 0x0043E}, {0x0041F, 0x0043F}, {0x00420, 0x00440}, {0x00421, 0x00441}, {0x00422, 0x00442},
-{0x00423, 0x00443}, {0x00424, 0x00444}, {0x00425, 0x00445}, {0x00426, 0x00446}, {0x00427, 0x00447}, {0x00428, 0x00448},
-{0x00429, 0x00449}, {0x0042A, 0x0044A}, {0x0042B, 0x0044B}, {0x0042C, 0x0044C}, {0x0042D, 0x0044D}, {0x0042E, 0x0044E},
-{0x0042F, 0x0044F}, {0x00460, 0x00461}, {0x00462, 0x00463}, {0x00464, 0x00465}, {0x00466, 0x00467}, {0x00468, 0x00469},
-{0x0046A, 0x0046B}, {0x0046C, 0x0046D}, {0x0046E, 0x0046F}, {0x00470, 0x00471}, {0x00472, 0x00473}, {0x00474, 0x00475},
-{0x00476, 0x00477}, {0x00478, 0x00479}, {0x0047A, 0x0047B}, {0x0047C, 0x0047D}, {0x0047E, 0x0047F}, {0x00480, 0x00481},
-{0x0048A, 0x0048B}, {0x0048C, 0x0048D}, {0x0048E, 0x0048F}, {0x00490, 0x00491}, {0x00492, 0x00493}, {0x00494, 0x00495},
-{0x00496, 0x00497}, {0x00498, 0x00499}, {0x0049A, 0x0049B}, {0x0049C, 0x0049D}, {0x0049E, 0x0049F}, {0x004A0, 0x004A1},
-{0x004A2, 0x004A3}, {0x004A4, 0x004A5}, {0x004A6, 0x004A7}, {0x004A8, 0x004A9}, {0x004AA, 0x004AB}, {0x004AC, 0x004AD},
-{0x004AE, 0x004AF}, {0x004B0, 0x004B1}, {0x004B2, 0x004B3}, {0x004B4, 0x004B5}, {0x004B6, 0x004B7}, {0x004B8, 0x004B9},
-{0x004BA, 0x004BB}, {0x004BC, 0x004BD}, {0x004BE, 0x004BF}, {0x004C0, 0x004CF}, {0x004C1, 0x004C2}, {0x004C3, 0x004C4},
-{0x004C5, 0x004C6}, {0x004C7, 0x004C8}, {0x004C9, 0x004CA}, {0x004CB, 0x004CC}, {0x004CD, 0x004CE}, {0x004D0, 0x004D1},
-{0x004D2, 0x004D3}, {0x004D4, 0x004D5}, {0x004D6, 0x004D7}, {0x004D8, 0x004D9}, {0x004DA, 0x004DB}, {0x004DC, 0x004DD},
-{0x004DE, 0x004DF}, {0x004E0, 0x004E1}, {0x004E2, 0x004E3}, {0x004E4, 0x004E5}, {0x004E6, 0x004E7}, {0x004E8, 0x004E9},
-{0x004EA, 0x004EB}, {0x004EC, 0x004ED}, {0x004EE, 0x004EF}, {0x004F0, 0x004F1}, {0x004F2, 0x004F3}, {0x004F4, 0x004F5},
-{0x004F6, 0x004F7}, {0x004F8, 0x004F9}, {0x004FA, 0x004FB}, {0x004FC, 0x004FD}, {0x004FE, 0x004FF}, {0x00500, 0x00501},
-{0x00502, 0x00503}, {0x00504, 0x00505}, {0x00506, 0x00507}, {0x00508, 0x00509}, {0x0050A, 0x0050B}, {0x0050C, 0x0050D},
-{0x0050E, 0x0050F}, {0x00510, 0x00511}, {0x00512, 0x00513}, {0x00514, 0x00515}, {0x00516, 0x00517}, {0x00518, 0x00519},
-{0x0051A, 0x0051B}, {0x0051C, 0x0051D}, {0x0051E, 0x0051F}, {0x00520, 0x00521}, {0x00522, 0x00523}, {0x00524, 0x00525},
-{0x00526, 0x00527}, {0x00528, 0x00529}, {0x0052A, 0x0052B}, {0x0052C, 0x0052D}, {0x0052E, 0x0052F}, {0x00531, 0x00561},
-{0x00532, 0x00562}, {0x00533, 0x00563}, {0x00534, 0x00564}, {0x00535, 0x00565}, {0x00536, 0x00566}, {0x00537, 0x00567},
-{0x00538, 0x00568}, {0x00539, 0x00569}, {0x0053A, 0x0056A}, {0x0053B, 0x0056B}, {0x0053C, 0x0056C}, {0x0053D, 0x0056D},
-{0x0053E, 0x0056E}, {0x0053F, 0x0056F}, {0x00540, 0x00570}, {0x00541, 0x00571}, {0x00542, 0x00572}, {0x00543, 0x00573},
-{0x00544, 0x00574}, {0x00545, 0x00575}, {0x00546, 0x00576}, {0x00547, 0x00577}, {0x00548, 0x00578}, {0x00549, 0x00579},
-{0x0054A, 0x0057A}, {0x0054B, 0x0057B}, {0x0054C, 0x0057C}, {0x0054D, 0x0057D}, {0x0054E, 0x0057E}, {0x0054F, 0x0057F},
-{0x00550, 0x00580}, {0x00551, 0x00581}, {0x00552, 0x00582}, {0x00553, 0x00583}, {0x00554, 0x00584}, {0x00555, 0x00585},
-{0x00556, 0x00586}, {0x010A0, 0x02D00}, {0x010A1, 0x02D01}, {0x010A2, 0x02D02}, {0x010A3, 0x02D03}, {0x010A4, 0x02D04},
-{0x010A5, 0x02D05}, {0x010A6, 0x02D06}, {0x010A7, 0x02D07}, {0x010A8, 0x02D08}, {0x010A9, 0x02D09}, {0x010AA, 0x02D0A},
-{0x010AB, 0x02D0B}, {0x010AC, 0x02D0C}, {0x010AD, 0x02D0D}, {0x010AE, 0x02D0E}, {0x010AF, 0x02D0F}, {0x010B0, 0x02D10},
-{0x010B1, 0x02D11}, {0x010B2, 0x02D12}, {0x010B3, 0x02D13}, {0x010B4, 0x02D14}, {0x010B5, 0x02D15}, {0x010B6, 0x02D16},
-{0x010B7, 0x02D17}, {0x010B8, 0x02D18}, {0x010B9, 0x02D19}, {0x010BA, 0x02D1A}, {0x010BB, 0x02D1B}, {0x010BC, 0x02D1C},
-{0x010BD, 0x02D1D}, {0x010BE, 0x02D1E}, {0x010BF, 0x02D1F}, {0x010C0, 0x02D20}, {0x010C1, 0x02D21}, {0x010C2, 0x02D22},
-{0x010C3, 0x02D23}, {0x010C4, 0x02D24}, {0x010C5, 0x02D25}, {0x010C7, 0x02D27}, {0x010CD, 0x02D2D}, {0x013A0, 0x0AB70},
-{0x013A1, 0x0AB71}, {0x013A2, 0x0AB72}, {0x013A3, 0x0AB73}, {0x013A4, 0x0AB74}, {0x013A5, 0x0AB75}, {0x013A6, 0x0AB76},
-{0x013A7, 0x0AB77}, {0x013A8, 0x0AB78}, {0x013A9, 0x0AB79}, {0x013AA, 0x0AB7A}, {0x013AB, 0x0AB7B}, {0x013AC, 0x0AB7C},
-{0x013AD, 0x0AB7D}, {0x013AE, 0x0AB7E}, {0x013AF, 0x0AB7F}, {0x013B0, 0x0AB80}, {0x013B1, 0x0AB81}, {0x013B2, 0x0AB82},
-{0x013B3, 0x0AB83}, {0x013B4, 0x0AB84}, {0x013B5, 0x0AB85}, {0x013B6, 0x0AB86}, {0x013B7, 0x0AB87}, {0x013B8, 0x0AB88},
-{0x013B9, 0x0AB89}, {0x013BA, 0x0AB8A}, {0x013BB, 0x0AB8B}, {0x013BC, 0x0AB8C}, {0x013BD, 0x0AB8D}, {0x013BE, 0x0AB8E},
-{0x013BF, 0x0AB8F}, {0x013C0, 0x0AB90}, {0x013C1, 0x0AB91}, {0x013C2, 0x0AB92}, {0x013C3, 0x0AB93}, {0x013C4, 0x0AB94},
-{0x013C5, 0x0AB95}, {0x013C6, 0x0AB96}, {0x013C7, 0x0AB97}, {0x013C8, 0x0AB98}, {0x013C9, 0x0AB99}, {0x013CA, 0x0AB9A},
-{0x013CB, 0x0AB9B}, {0x013CC, 0x0AB9C}, {0x013CD, 0x0AB9D}, {0x013CE, 0x0AB9E}, {0x013CF, 0x0AB9F}, {0x013D0, 0x0ABA0},
-{0x013D1, 0x0ABA1}, {0x013D2, 0x0ABA2}, {0x013D3, 0x0ABA3}, {0x013D4, 0x0ABA4}, {0x013D5, 0x0ABA5}, {0x013D6, 0x0ABA6},
-{0x013D7, 0x0ABA7}, {0x013D8, 0x0ABA8}, {0x013D9, 0x0ABA9}, {0x013DA, 0x0ABAA}, {0x013DB, 0x0ABAB}, {0x013DC, 0x0ABAC},
-{0x013DD, 0x0ABAD}, {0x013DE, 0x0ABAE}, {0x013DF, 0x0ABAF}, {0x013E0, 0x0ABB0}, {0x013E1, 0x0ABB1}, {0x013E2, 0x0ABB2},
-{0x013E3, 0x0ABB3}, {0x013E4, 0x0ABB4}, {0x013E5, 0x0ABB5}, {0x013E6, 0x0ABB6}, {0x013E7, 0x0ABB7}, {0x013E8, 0x0ABB8},
-{0x013E9, 0x0ABB9}, {0x013EA, 0x0ABBA}, {0x013EB, 0x0ABBB}, {0x013EC, 0x0ABBC}, {0x013ED, 0x0ABBD}, {0x013EE, 0x0ABBE},
-{0x013EF, 0x0ABBF}, {0x013F0, 0x013F8}, {0x013F1, 0x013F9}, {0x013F2, 0x013FA}, {0x013F3, 0x013FB}, {0x013F4, 0x013FC},
-{0x013F5, 0x013FD}, {0x01C90, 0x010D0}, {0x01C91, 0x010D1}, {0x01C92, 0x010D2}, {0x01C93, 0x010D3}, {0x01C94, 0x010D4},
-{0x01C95, 0x010D5}, {0x01C96, 0x010D6}, {0x01C97, 0x010D7}, {0x01C98, 0x010D8}, {0x01C99, 0x010D9}, {0x01C9A, 0x010DA},
-{0x01C9B, 0x010DB}, {0x01C9C, 0x010DC}, {0x01C9D, 0x010DD}, {0x01C9E, 0x010DE}, {0x01C9F, 0x010DF}, {0x01CA0, 0x010E0},
-{0x01CA1, 0x010E1}, {0x01CA2, 0x010E2}, {0x01CA3, 0x010E3}, {0x01CA4, 0x010E4}, {0x01CA5, 0x010E5}, {0x01CA6, 0x010E6},
-{0x01CA7, 0x010E7}, {0x01CA8, 0x010E8}, {0x01CA9, 0x010E9}, {0x01CAA, 0x010EA}, {0x01CAB, 0x010EB}, {0x01CAC, 0x010EC},
-{0x01CAD, 0x010ED}, {0x01CAE, 0x010EE}, {0x01CAF, 0x010EF}, {0x01CB0, 0x010F0}, {0x01CB1, 0x010F1}, {0x01CB2, 0x010F2},
-{0x01CB3, 0x010F3}, {0x01CB4, 0x010F4}, {0x01CB5, 0x010F5}, {0x01CB6, 0x010F6}, {0x01CB7, 0x010F7}, {0x01CB8, 0x010F8},
-{0x01CB9, 0x010F9}, {0x01CBA, 0x010FA}, {0x01CBD, 0x010FD}, {0x01CBE, 0x010FE}, {0x01CBF, 0x010FF}, {0x01E00, 0x01E01},
-{0x01E02, 0x01E03}, {0x01E04, 0x01E05}, {0x01E06, 0x01E07}, {0x01E08, 0x01E09}, {0x01E0A, 0x01E0B}, {0x01E0C, 0x01E0D},
-{0x01E0E, 0x01E0F}, {0x01E10, 0x01E11}, {0x01E12, 0x01E13}, {0x01E14, 0x01E15}, {0x01E16, 0x01E17}, {0x01E18, 0x01E19},
-{0x01E1A, 0x01E1B}, {0x01E1C, 0x01E1D}, {0x01E1E, 0x01E1F}, {0x01E20, 0x01E21}, {0x01E22, 0x01E23}, {0x01E24, 0x01E25},
-{0x01E26, 0x01E27}, {0x01E28, 0x01E29}, {0x01E2A, 0x01E2B}, {0x01E2C, 0x01E2D}, {0x01E2E, 0x01E2F}, {0x01E30, 0x01E31},
-{0x01E32, 0x01E33}, {0x01E34, 0x01E35}, {0x01E36, 0x01E37}, {0x01E38, 0x01E39}, {0x01E3A, 0x01E3B}, {0x01E3C, 0x01E3D},
-{0x01E3E, 0x01E3F}, {0x01E40, 0x01E41}, {0x01E42, 0x01E43}, {0x01E44, 0x01E45}, {0x01E46, 0x01E47}, {0x01E48, 0x01E49},
-{0x01E4A, 0x01E4B}, {0x01E4C, 0x01E4D}, {0x01E4E, 0x01E4F}, {0x01E50, 0x01E51}, {0x01E52, 0x01E53}, {0x01E54, 0x01E55},
-{0x01E56, 0x01E57}, {0x01E58, 0x01E59}, {0x01E5A, 0x01E5B}, {0x01E5C, 0x01E5D}, {0x01E5E, 0x01E5F}, {0x01E60, 0x01E61},
-{0x01E62, 0x01E63}, {0x01E64, 0x01E65}, {0x01E66, 0x01E67}, {0x01E68, 0x01E69}, {0x01E6A, 0x01E6B}, {0x01E6C, 0x01E6D},
-{0x01E6E, 0x01E6F}, {0x01E70, 0x01E71}, {0x01E72, 0x01E73}, {0x01E74, 0x01E75}, {0x01E76, 0x01E77}, {0x01E78, 0x01E79},
-{0x01E7A, 0x01E7B}, {0x01E7C, 0x01E7D}, {0x01E7E, 0x01E7F}, {0x01E80, 0x01E81}, {0x01E82, 0x01E83}, {0x01E84, 0x01E85},
-{0x01E86, 0x01E87}, {0x01E88, 0x01E89}, {0x01E8A, 0x01E8B}, {0x01E8C, 0x01E8D}, {0x01E8E, 0x01E8F}, {0x01E90, 0x01E91},
-{0x01E92, 0x01E93}, {0x01E94, 0x01E95}, {0x01E9E, 0x000DF}, {0x01EA0, 0x01EA1}, {0x01EA2, 0x01EA3}, {0x01EA4, 0x01EA5},
-{0x01EA6, 0x01EA7}, {0x01EA8, 0x01EA9}, {0x01EAA, 0x01EAB}, {0x01EAC, 0x01EAD}, {0x01EAE, 0x01EAF}, {0x01EB0, 0x01EB1},
-{0x01EB2, 0x01EB3}, {0x01EB4, 0x01EB5}, {0x01EB6, 0x01EB7}, {0x01EB8, 0x01EB9}, {0x01EBA, 0x01EBB}, {0x01EBC, 0x01EBD},
-{0x01EBE, 0x01EBF}, {0x01EC0, 0x01EC1}, {0x01EC2, 0x01EC3}, {0x01EC4, 0x01EC5}, {0x01EC6, 0x01EC7}, {0x01EC8, 0x01EC9},
-{0x01ECA, 0x01ECB}, {0x01ECC, 0x01ECD}, {0x01ECE, 0x01ECF}, {0x01ED0, 0x01ED1}, {0x01ED2, 0x01ED3}, {0x01ED4, 0x01ED5},
-{0x01ED6, 0x01ED7}, {0x01ED8, 0x01ED9}, {0x01EDA, 0x01EDB}, {0x01EDC, 0x01EDD}, {0x01EDE, 0x01EDF}, {0x01EE0, 0x01EE1},
-{0x01EE2, 0x01EE3}, {0x01EE4, 0x01EE5}, {0x01EE6, 0x01EE7}, {0x01EE8, 0x01EE9}, {0x01EEA, 0x01EEB}, {0x01EEC, 0x01EED},
-{0x01EEE, 0x01EEF}, {0x01EF0, 0x01EF1}, {0x01EF2, 0x01EF3}, {0x01EF4, 0x01EF5}, {0x01EF6, 0x01EF7}, {0x01EF8, 0x01EF9},
-{0x01EFA, 0x01EFB}, {0x01EFC, 0x01EFD}, {0x01EFE, 0x01EFF}, {0x01F08, 0x01F00}, {0x01F09, 0x01F01}, {0x01F0A, 0x01F02},
-{0x01F0B, 0x01F03}, {0x01F0C, 0x01F04}, {0x01F0D, 0x01F05}, {0x01F0E, 0x01F06}, {0x01F0F, 0x01F07}, {0x01F18, 0x01F10},
-{0x01F19, 0x01F11}, {0x01F1A, 0x01F12}, {0x01F1B, 0x01F13}, {0x01F1C, 0x01F14}, {0x01F1D, 0x01F15}, {0x01F28, 0x01F20},
-{0x01F29, 0x01F21}, {0x01F2A, 0x01F22}, {0x01F2B, 0x01F23}, {0x01F2C, 0x01F24}, {0x01F2D, 0x01F25}, {0x01F2E, 0x01F26},
-{0x01F2F, 0x01F27}, {0x01F38, 0x01F30}, {0x01F39, 0x01F31}, {0x01F3A, 0x01F32}, {0x01F3B, 0x01F33}, {0x01F3C, 0x01F34},
-{0x01F3D, 0x01F35}, {0x01F3E, 0x01F36}, {0x01F3F, 0x01F37}, {0x01F48, 0x01F40}, {0x01F49, 0x01F41}, {0x01F4A, 0x01F42},
-{0x01F4B, 0x01F43}, {0x01F4C, 0x01F44}, {0x01F4D, 0x01F45}, {0x01F59, 0x01F51}, {0x01F5B, 0x01F53}, {0x01F5D, 0x01F55},
-{0x01F5F, 0x01F57}, {0x01F68, 0x01F60}, {0x01F69, 0x01F61}, {0x01F6A, 0x01F62}, {0x01F6B, 0x01F63}, {0x01F6C, 0x01F64},
-{0x01F6D, 0x01F65}, {0x01F6E, 0x01F66}, {0x01F6F, 0x01F67}, {0x01F88, 0x01F80}, {0x01F89, 0x01F81}, {0x01F8A, 0x01F82},
-{0x01F8B, 0x01F83}, {0x01F8C, 0x01F84}, {0x01F8D, 0x01F85}, {0x01F8E, 0x01F86}, {0x01F8F, 0x01F87}, {0x01F98, 0x01F90},
-{0x01F99, 0x01F91}, {0x01F9A, 0x01F92}, {0x01F9B, 0x01F93}, {0x01F9C, 0x01F94}, {0x01F9D, 0x01F95}, {0x01F9E, 0x01F96},
-{0x01F9F, 0x01F97}, {0x01FA8, 0x01FA0}, {0x01FA9, 0x01FA1}, {0x01FAA, 0x01FA2}, {0x01FAB, 0x01FA3}, {0x01FAC, 0x01FA4},
-{0x01FAD, 0x01FA5}, {0x01FAE, 0x01FA6}, {0x01FAF, 0x01FA7}, {0x01FB8, 0x01FB0}, {0x01FB9, 0x01FB1}, {0x01FBA, 0x01F70},
-{0x01FBB, 0x01F71}, {0x01FBC, 0x01FB3}, {0x01FC8, 0x01F72}, {0x01FC9, 0x01F73}, {0x01FCA, 0x01F74}, {0x01FCB, 0x01F75},
-{0x01FCC, 0x01FC3}, {0x01FD8, 0x01FD0}, {0x01FD9, 0x01FD1}, {0x01FDA, 0x01F76}, {0x01FDB, 0x01F77}, {0x01FE8, 0x01FE0},
-{0x01FE9, 0x01FE1}, {0x01FEA, 0x01F7A}, {0x01FEB, 0x01F7B}, {0x01FEC, 0x01FE5}, {0x01FF8, 0x01F78}, {0x01FF9, 0x01F79},
-{0x01FFA, 0x01F7C}, {0x01FFB, 0x01F7D}, {0x01FFC, 0x01FF3}, {0x02126, 0x003C9}, {0x0212A, 0x0006B}, {0x0212B, 0x000E5},
-{0x02132, 0x0214E}, {0x02160, 0x02170}, {0x02161, 0x02171}, {0x02162, 0x02172}, {0x02163, 0x02173}, {0x02164, 0x02174},
-{0x02165, 0x02175}, {0x02166, 0x02176}, {0x02167, 0x02177}, {0x02168, 0x02178}, {0x02169, 0x02179}, {0x0216A, 0x0217A},
-{0x0216B, 0x0217B}, {0x0216C, 0x0217C}, {0x0216D, 0x0217D}, {0x0216E, 0x0217E}, {0x0216F, 0x0217F}, {0x02183, 0x02184},
-{0x024B6, 0x024D0}, {0x024B7, 0x024D1}, {0x024B8, 0x024D2}, {0x024B9, 0x024D3}, {0x024BA, 0x024D4}, {0x024BB, 0x024D5},
-{0x024BC, 0x024D6}, {0x024BD, 0x024D7}, {0x024BE, 0x024D8}, {0x024BF, 0x024D9}, {0x024C0, 0x024DA}, {0x024C1, 0x024DB},
-{0x024C2, 0x024DC}, {0x024C3, 0x024DD}, {0x024C4, 0x024DE}, {0x024C5, 0x024DF}, {0x024C6, 0x024E0}, {0x024C7, 0x024E1},
-{0x024C8, 0x024E2}, {0x024C9, 0x024E3}, {0x024CA, 0x024E4}, {0x024CB, 0x024E5}, {0x024CC, 0x024E6}, {0x024CD, 0x024E7},
-{0x024CE, 0x024E8}, {0x024CF, 0x024E9}, {0x02C00, 0x02C30}, {0x02C01, 0x02C31}, {0x02C02, 0x02C32}, {0x02C03, 0x02C33},
-{0x02C04, 0x02C34}, {0x02C05, 0x02C35}, {0x02C06, 0x02C36}, {0x02C07, 0x02C37}, {0x02C08, 0x02C38}, {0x02C09, 0x02C39},
-{0x02C0A, 0x02C3A}, {0x02C0B, 0x02C3B}, {0x02C0C, 0x02C3C}, {0x02C0D, 0x02C3D}, {0x02C0E, 0x02C3E}, {0x02C0F, 0x02C3F},
-{0x02C10, 0x02C40}, {0x02C11, 0x02C41}, {0x02C12, 0x02C42}, {0x02C13, 0x02C43}, {0x02C14, 0x02C44}, {0x02C15, 0x02C45},
-{0x02C16, 0x02C46}, {0x02C17, 0x02C47}, {0x02C18, 0x02C48}, {0x02C19, 0x02C49}, {0x02C1A, 0x02C4A}, {0x02C1B, 0x02C4B},
-{0x02C1C, 0x02C4C}, {0x02C1D, 0x02C4D}, {0x02C1E, 0x02C4E}, {0x02C1F, 0x02C4F}, {0x02C20, 0x02C50}, {0x02C21, 0x02C51},
-{0x02C22, 0x02C52}, {0x02C23, 0x02C53}, {0x02C24, 0x02C54}, {0x02C25, 0x02C55}, {0x02C26, 0x02C56}, {0x02C27, 0x02C57},
-{0x02C28, 0x02C58}, {0x02C29, 0x02C59}, {0x02C2A, 0x02C5A}, {0x02C2B, 0x02C5B}, {0x02C2C, 0x02C5C}, {0x02C2D, 0x02C5D},
-{0x02C2E, 0x02C5E}, {0x02C2F, 0x02C5F}, {0x02C60, 0x02C61}, {0x02C62, 0x0026B}, {0x02C63, 0x01D7D}, {0x02C64, 0x0027D},
-{0x02C67, 0x02C68}, {0x02C69, 0x02C6A}, {0x02C6B, 0x02C6C}, {0x02C6D, 0x00251}, {0x02C6E, 0x00271}, {0x02C6F, 0x00250},
-{0x02C70, 0x00252}, {0x02C72, 0x02C73}, {0x02C75, 0x02C76}, {0x02C7E, 0x0023F}, {0x02C7F, 0x00240}, {0x02C80, 0x02C81},
-{0x02C82, 0x02C83}, {0x02C84, 0x02C85}, {0x02C86, 0x02C87}, {0x02C88, 0x02C89}, {0x02C8A, 0x02C8B}, {0x02C8C, 0x02C8D},
-{0x02C8E, 0x02C8F}, {0x02C90, 0x02C91}, {0x02C92, 0x02C93}, {0x02C94, 0x02C95}, {0x02C96, 0x02C97}, {0x02C98, 0x02C99},
-{0x02C9A, 0x02C9B}, {0x02C9C, 0x02C9D}, {0x02C9E, 0x02C9F}, {0x02CA0, 0x02CA1}, {0x02CA2, 0x02CA3}, {0x02CA4, 0x02CA5},
-{0x02CA6, 0x02CA7}, {0x02CA8, 0x02CA9}, {0x02CAA, 0x02CAB}, {0x02CAC, 0x02CAD}, {0x02CAE, 0x02CAF}, {0x02CB0, 0x02CB1},
-{0x02CB2, 0x02CB3}, {0x02CB4, 0x02CB5}, {0x02CB6, 0x02CB7}, {0x02CB8, 0x02CB9}, {0x02CBA, 0x02CBB}, {0x02CBC, 0x02CBD},
-{0x02CBE, 0x02CBF}, {0x02CC0, 0x02CC1}, {0x02CC2, 0x02CC3}, {0x02CC4, 0x02CC5}, {0x02CC6, 0x02CC7}, {0x02CC8, 0x02CC9},
-{0x02CCA, 0x02CCB}, {0x02CCC, 0x02CCD}, {0x02CCE, 0x02CCF}, {0x02CD0, 0x02CD1}, {0x02CD2, 0x02CD3}, {0x02CD4, 0x02CD5},
-{0x02CD6, 0x02CD7}, {0x02CD8, 0x02CD9}, {0x02CDA, 0x02CDB}, {0x02CDC, 0x02CDD}, {0x02CDE, 0x02CDF}, {0x02CE0, 0x02CE1},
-{0x02CE2, 0x02CE3}, {0x02CEB, 0x02CEC}, {0x02CED, 0x02CEE}, {0x02CF2, 0x02CF3}, {0x0A640, 0x0A641}, {0x0A642, 0x0A643},
-{0x0A644, 0x0A645}, {0x0A646, 0x0A647}, {0x0A648, 0x0A649}, {0x0A64A, 0x0A64B}, {0x0A64C, 0x0A64D}, {0x0A64E, 0x0A64F},
-{0x0A650, 0x0A651}, {0x0A652, 0x0A653}, {0x0A654, 0x0A655}, {0x0A656, 0x0A657}, {0x0A658, 0x0A659}, {0x0A65A, 0x0A65B},
-{0x0A65C, 0x0A65D}, {0x0A65E, 0x0A65F}, {0x0A660, 0x0A661}, {0x0A662, 0x0A663}, {0x0A664, 0x0A665}, {0x0A666, 0x0A667},
-{0x0A668, 0x0A669}, {0x0A66A, 0x0A66B}, {0x0A66C, 0x0A66D}, {0x0A680, 0x0A681}, {0x0A682, 0x0A683}, {0x0A684, 0x0A685},
-{0x0A686, 0x0A687}, {0x0A688, 0x0A689}, {0x0A68A, 0x0A68B}, {0x0A68C, 0x0A68D}, {0x0A68E, 0x0A68F}, {0x0A690, 0x0A691},
-{0x0A692, 0x0A693}, {0x0A694, 0x0A695}, {0x0A696, 0x0A697}, {0x0A698, 0x0A699}, {0x0A69A, 0x0A69B}, {0x0A722, 0x0A723},
-{0x0A724, 0x0A725}, {0x0A726, 0x0A727}, {0x0A728, 0x0A729}, {0x0A72A, 0x0A72B}, {0x0A72C, 0x0A72D}, {0x0A72E, 0x0A72F},
-{0x0A732, 0x0A733}, {0x0A734, 0x0A735}, {0x0A736, 0x0A737}, {0x0A738, 0x0A739}, {0x0A73A, 0x0A73B}, {0x0A73C, 0x0A73D},
-{0x0A73E, 0x0A73F}, {0x0A740, 0x0A741}, {0x0A742, 0x0A743}, {0x0A744, 0x0A745}, {0x0A746, 0x0A747}, {0x0A748, 0x0A749},
-{0x0A74A, 0x0A74B}, {0x0A74C, 0x0A74D}, {0x0A74E, 0x0A74F}, {0x0A750, 0x0A751}, {0x0A752, 0x0A753}, {0x0A754, 0x0A755},
-{0x0A756, 0x0A757}, {0x0A758, 0x0A759}, {0x0A75A, 0x0A75B}, {0x0A75C, 0x0A75D}, {0x0A75E, 0x0A75F}, {0x0A760, 0x0A761},
-{0x0A762, 0x0A763}, {0x0A764, 0x0A765}, {0x0A766, 0x0A767}, {0x0A768, 0x0A769}, {0x0A76A, 0x0A76B}, {0x0A76C, 0x0A76D},
-{0x0A76E, 0x0A76F}, {0x0A779, 0x0A77A}, {0x0A77B, 0x0A77C}, {0x0A77D, 0x01D79}, {0x0A77E, 0x0A77F}, {0x0A780, 0x0A781},
-{0x0A782, 0x0A783}, {0x0A784, 0x0A785}, {0x0A786, 0x0A787}, {0x0A78B, 0x0A78C}, {0x0A78D, 0x00265}, {0x0A790, 0x0A791},
-{0x0A792, 0x0A793}, {0x0A796, 0x0A797}, {0x0A798, 0x0A799}, {0x0A79A, 0x0A79B}, {0x0A79C, 0x0A79D}, {0x0A79E, 0x0A79F},
-{0x0A7A0, 0x0A7A1}, {0x0A7A2, 0x0A7A3}, {0x0A7A4, 0x0A7A5}, {0x0A7A6, 0x0A7A7}, {0x0A7A8, 0x0A7A9}, {0x0A7AA, 0x00266},
-{0x0A7AB, 0x0025C}, {0x0A7AC, 0x00261}, {0x0A7AD, 0x0026C}, {0x0A7AE, 0x0026A}, {0x0A7B0, 0x0029E}, {0x0A7B1, 0x00287},
-{0x0A7B2, 0x0029D}, {0x0A7B3, 0x0AB53}, {0x0A7B4, 0x0A7B5}, {0x0A7B6, 0x0A7B7}, {0x0A7B8, 0x0A7B9}, {0x0A7BA, 0x0A7BB},
-{0x0A7BC, 0x0A7BD}, {0x0A7BE, 0x0A7BF}, {0x0A7C0, 0x0A7C1}, {0x0A7C2, 0x0A7C3}, {0x0A7C4, 0x0A794}, {0x0A7C5, 0x00282},
-{0x0A7C6, 0x01D8E}, {0x0A7C7, 0x0A7C8}, {0x0A7C9, 0x0A7CA}, {0x0A7D0, 0x0A7D1}, {0x0A7D6, 0x0A7D7}, {0x0A7D8, 0x0A7D9},
-{0x0A7F5, 0x0A7F6}, {0x0FF21, 0x0FF41}, {0x0FF22, 0x0FF42}, {0x0FF23, 0x0FF43}, {0x0FF24, 0x0FF44}, {0x0FF25, 0x0FF45},
-{0x0FF26, 0x0FF46}, {0x0FF27, 0x0FF47}, {0x0FF28, 0x0FF48}, {0x0FF29, 0x0FF49}, {0x0FF2A, 0x0FF4A}, {0x0FF2B, 0x0FF4B},
-{0x0FF2C, 0x0FF4C}, {0x0FF2D, 0x0FF4D}, {0x0FF2E, 0x0FF4E}, {0x0FF2F, 0x0FF4F}, {0x0FF30, 0x0FF50}, {0x0FF31, 0x0FF51},
-{0x0FF32, 0x0FF52}, {0x0FF33, 0x0FF53}, {0x0FF34, 0x0FF54}, {0x0FF35, 0x0FF55}, {0x0FF36, 0x0FF56}, {0x0FF37, 0x0FF57},
-{0x0FF38, 0x0FF58}, {0x0FF39, 0x0FF59}, {0x0FF3A, 0x0FF5A}, {0x10400, 0x10428}, {0x10401, 0x10429}, {0x10402, 0x1042A},
-{0x10403, 0x1042B}, {0x10404, 0x1042C}, {0x10405, 0x1042D}, {0x10406, 0x1042E}, {0x10407, 0x1042F}, {0x10408, 0x10430},
-{0x10409, 0x10431}, {0x1040A, 0x10432}, {0x1040B, 0x10433}, {0x1040C, 0x10434}, {0x1040D, 0x10435}, {0x1040E, 0x10436},
-{0x1040F, 0x10437}, {0x10410, 0x10438}, {0x10411, 0x10439}, {0x10412, 0x1043A}, {0x10413, 0x1043B}, {0x10414, 0x1043C},
-{0x10415, 0x1043D}, {0x10416, 0x1043E}, {0x10417, 0x1043F}, {0x10418, 0x10440}, {0x10419, 0x10441}, {0x1041A, 0x10442},
-{0x1041B, 0x10443}, {0x1041C, 0x10444}, {0x1041D, 0x10445}, {0x1041E, 0x10446}, {0x1041F, 0x10447}, {0x10420, 0x10448},
-{0x10421, 0x10449}, {0x10422, 0x1044A}, {0x10423, 0x1044B}, {0x10424, 0x1044C}, {0x10425, 0x1044D}, {0x10426, 0x1044E},
-{0x10427, 0x1044F}, {0x104B0, 0x104D8}, {0x104B1, 0x104D9}, {0x104B2, 0x104DA}, {0x104B3, 0x104DB}, {0x104B4, 0x104DC},
-{0x104B5, 0x104DD}, {0x104B6, 0x104DE}, {0x104B7, 0x104DF}, {0x104B8, 0x104E0}, {0x104B9, 0x104E1}, {0x104BA, 0x104E2},
-{0x104BB, 0x104E3}, {0x104BC, 0x104E4}, {0x104BD, 0x104E5}, {0x104BE, 0x104E6}, {0x104BF, 0x104E7}, {0x104C0, 0x104E8},
-{0x104C1, 0x104E9}, {0x104C2, 0x104EA}, {0x104C3, 0x104EB}, {0x104C4, 0x104EC}, {0x104C5, 0x104ED}, {0x104C6, 0x104EE},
-{0x104C7, 0x104EF}, {0x104C8, 0x104F0}, {0x104C9, 0x104F1}, {0x104CA, 0x104F2}, {0x104CB, 0x104F3}, {0x104CC, 0x104F4},
-{0x104CD, 0x104F5}, {0x104CE, 0x104F6}, {0x104CF, 0x104F7}, {0x104D0, 0x104F8}, {0x104D1, 0x104F9}, {0x104D2, 0x104FA},
-{0x104D3, 0x104FB}, {0x10570, 0x10597}, {0x10571, 0x10598}, {0x10572, 0x10599}, {0x10573, 0x1059A}, {0x10574, 0x1059B},
-{0x10575, 0x1059C}, {0x10576, 0x1059D}, {0x10577, 0x1059E}, {0x10578, 0x1059F}, {0x10579, 0x105A0}, {0x1057A, 0x105A1},
-{0x1057C, 0x105A3}, {0x1057D, 0x105A4}, {0x1057E, 0x105A5}, {0x1057F, 0x105A6}, {0x10580, 0x105A7}, {0x10581, 0x105A8},
-{0x10582, 0x105A9}, {0x10583, 0x105AA}, {0x10584, 0x105AB}, {0x10585, 0x105AC}, {0x10586, 0x105AD}, {0x10587, 0x105AE},
-{0x10588, 0x105AF}, {0x10589, 0x105B0}, {0x1058A, 0x105B1}, {0x1058C, 0x105B3}, {0x1058D, 0x105B4}, {0x1058E, 0x105B5},
-{0x1058F, 0x105B6}, {0x10590, 0x105B7}, {0x10591, 0x105B8}, {0x10592, 0x105B9}, {0x10594, 0x105BB}, {0x10595, 0x105BC},
-{0x10C80, 0x10CC0}, {0x10C81, 0x10CC1}, {0x10C82, 0x10CC2}, {0x10C83, 0x10CC3}, {0x10C84, 0x10CC4}, {0x10C85, 0x10CC5},
-{0x10C86, 0x10CC6}, {0x10C87, 0x10CC7}, {0x10C88, 0x10CC8}, {0x10C89, 0x10CC9}, {0x10C8A, 0x10CCA}, {0x10C8B, 0x10CCB},
-{0x10C8C, 0x10CCC}, {0x10C8D, 0x10CCD}, {0x10C8E, 0x10CCE}, {0x10C8F, 0x10CCF}, {0x10C90, 0x10CD0}, {0x10C91, 0x10CD1},
-{0x10C92, 0x10CD2}, {0x10C93, 0x10CD3}, {0x10C94, 0x10CD4}, {0x10C95, 0x10CD5}, {0x10C96, 0x10CD6}, {0x10C97, 0x10CD7},
-{0x10C98, 0x10CD8}, {0x10C99, 0x10CD9}, {0x10C9A, 0x10CDA}, {0x10C9B, 0x10CDB}, {0x10C9C, 0x10CDC}, {0x10C9D, 0x10CDD},
-{0x10C9E, 0x10CDE}, {0x10C9F, 0x10CDF}, {0x10CA0, 0x10CE0}, {0x10CA1, 0x10CE1}, {0x10CA2, 0x10CE2}, {0x10CA3, 0x10CE3},
-{0x10CA4, 0x10CE4}, {0x10CA5, 0x10CE5}, {0x10CA6, 0x10CE6}, {0x10CA7, 0x10CE7}, {0x10CA8, 0x10CE8}, {0x10CA9, 0x10CE9},
-{0x10CAA, 0x10CEA}, {0x10CAB, 0x10CEB}, {0x10CAC, 0x10CEC}, {0x10CAD, 0x10CED}, {0x10CAE, 0x10CEE}, {0x10CAF, 0x10CEF},
-{0x10CB0, 0x10CF0}, {0x10CB1, 0x10CF1}, {0x10CB2, 0x10CF2}, {0x118A0, 0x118C0}, {0x118A1, 0x118C1}, {0x118A2, 0x118C2},
-{0x118A3, 0x118C3}, {0x118A4, 0x118C4}, {0x118A5, 0x118C5}, {0x118A6, 0x118C6}, {0x118A7, 0x118C7}, {0x118A8, 0x118C8},
-{0x118A9, 0x118C9}, {0x118AA, 0x118CA}, {0x118AB, 0x118CB}, {0x118AC, 0x118CC}, {0x118AD, 0x118CD}, {0x118AE, 0x118CE},
-{0x118AF, 0x118CF}, {0x118B0, 0x118D0}, {0x118B1, 0x118D1}, {0x118B2, 0x118D2}, {0x118B3, 0x118D3}, {0x118B4, 0x118D4},
-{0x118B5, 0x118D5}, {0x118B6, 0x118D6}, {0x118B7, 0x118D7}, {0x118B8, 0x118D8}, {0x118B9, 0x118D9}, {0x118BA, 0x118DA},
-{0x118BB, 0x118DB}, {0x118BC, 0x118DC}, {0x118BD, 0x118DD}, {0x118BE, 0x118DE}, {0x118BF, 0x118DF}, {0x16E40, 0x16E60},
-{0x16E41, 0x16E61}, {0x16E42, 0x16E62}, {0x16E43, 0x16E63}, {0x16E44, 0x16E64}, {0x16E45, 0x16E65}, {0x16E46, 0x16E66},
-{0x16E47, 0x16E67}, {0x16E48, 0x16E68}, {0x16E49, 0x16E69}, {0x16E4A, 0x16E6A}, {0x16E4B, 0x16E6B}, {0x16E4C, 0x16E6C},
-{0x16E4D, 0x16E6D}, {0x16E4E, 0x16E6E}, {0x16E4F, 0x16E6F}, {0x16E50, 0x16E70}, {0x16E51, 0x16E71}, {0x16E52, 0x16E72},
-{0x16E53, 0x16E73}, {0x16E54, 0x16E74}, {0x16E55, 0x16E75}, {0x16E56, 0x16E76}, {0x16E57, 0x16E77}, {0x16E58, 0x16E78},
-{0x16E59, 0x16E79}, {0x16E5A, 0x16E7A}, {0x16E5B, 0x16E7B}, {0x16E5C, 0x16E7C}, {0x16E5D, 0x16E7D}, {0x16E5E, 0x16E7E},
-{0x16E5F, 0x16E7F}, {0x1E900, 0x1E922}, {0x1E901, 0x1E923}, {0x1E902, 0x1E924}, {0x1E903, 0x1E925}, {0x1E904, 0x1E926},
-{0x1E905, 0x1E927}, {0x1E906, 0x1E928}, {0x1E907, 0x1E929}, {0x1E908, 0x1E92A}, {0x1E909, 0x1E92B}, {0x1E90A, 0x1E92C},
-{0x1E90B, 0x1E92D}, {0x1E90C, 0x1E92E}, {0x1E90D, 0x1E92F}, {0x1E90E, 0x1E930}, {0x1E90F, 0x1E931}, {0x1E910, 0x1E932},
-{0x1E911, 0x1E933}, {0x1E912, 0x1E934}, {0x1E913, 0x1E935}, {0x1E914, 0x1E936}, {0x1E915, 0x1E937}, {0x1E916, 0x1E938},
-{0x1E917, 0x1E939}, {0x1E918, 0x1E93A}, {0x1E919, 0x1E93B}, {0x1E91A, 0x1E93C}, {0x1E91B, 0x1E93D}, {0x1E91C, 0x1E93E},
-{0x1E91D, 0x1E93F}, {0x1E91E, 0x1E940}, {0x1E91F, 0x1E941}, {0x1E920, 0x1E942}, {0x1E921, 0x1E943},
-};
diff --git a/unicode-data.h b/unicode-data.h
index 3cf84117c..e27fe1770 100644
--- a/unicode-data.h
+++ b/unicode-data.h
@@ -1,16 +1,20 @@
 #pragma once
 
 #include <cstdint>
-#include <map>
-#include <utility>
 #include <vector>
+#include <unordered_map>
+#include <unordered_set>
 
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_number;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_letter;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_whitespace;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_accent_mark;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_punctuation;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_symbol;
-extern const std::vector<std::pair<uint32_t, uint32_t>> unicode_ranges_control;
-extern const std::multimap<uint32_t, uint32_t>          unicode_map_nfd;
-extern const std::map<char32_t, char32_t>               unicode_map_lowercase;
+struct range_nfd {
+    uint32_t first;
+    uint32_t last;
+    uint32_t nfd;
+};
+
+static const uint32_t MAX_CODEPOINTS = 0x110000;
+
+extern const std::vector<std::pair<uint32_t, uint16_t>> unicode_ranges_flags;
+extern const std::unordered_set<uint32_t> unicode_set_whitespace;
+extern const std::unordered_map<uint32_t, uint32_t> unicode_map_lowercase;
+extern const std::unordered_map<uint32_t, uint32_t> unicode_map_uppercase;
+extern const std::vector<range_nfd> unicode_ranges_nfd;
diff --git a/unicode.cpp b/unicode.cpp
index 955c56965..056a4c741 100644
--- a/unicode.cpp
+++ b/unicode.cpp
@@ -1,4 +1,4 @@
-#include "unicode.h"
+#include "unicode.h"
 #include "unicode-data.h"
 
 #include <cassert>
@@ -9,6 +9,7 @@
 #include <stdexcept>
 #include <string>
 #include <unordered_map>
+#include <unordered_set>
 #include <utility>
 #include <vector>
 #include <locale>
@@ -108,57 +109,49 @@ static uint32_t unicode_cpt_from_utf8(const std::string & utf8, size_t & offset)
 //    return result;
 //}
 
-static std::unordered_map<uint32_t, int> unicode_cpt_type_map() {
-    std::unordered_map<uint32_t, int> cpt_types;
-    for (auto p : unicode_ranges_number) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_NUMBER;
+static std::vector<codepoint_flags> unicode_cpt_flags_array() {
+    std::vector<codepoint_flags> cpt_flags(MAX_CODEPOINTS, codepoint_flags::UNDEFINED);
+
+    assert (unicode_ranges_flags.front().first == 0);
+    assert (unicode_ranges_flags.back().first == MAX_CODEPOINTS);
+    for (size_t i = 1; i < unicode_ranges_flags.size(); ++i) {
+        const auto range_ini = unicode_ranges_flags[i-1];  // codepoint_ini, flags
+        const auto range_end = unicode_ranges_flags[i];    // codepoint_end, flags
+        for (uint32_t cpt = range_ini.first; cpt < range_end.first; ++cpt) {
+            cpt_flags[cpt] = range_ini.second;
         }
     }
-    for (auto p : unicode_ranges_letter) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_LETTER;
-        }
+
+    for (auto cpt : unicode_set_whitespace) {
+        cpt_flags[cpt].is_whitespace = true;
     }
-    for (auto p : unicode_ranges_whitespace) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_WHITESPACE;
-        }
+
+    for (auto p : unicode_map_lowercase) {
+        cpt_flags[p.second].is_lowercase = true;
     }
-    for (auto p : unicode_ranges_accent_mark) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_ACCENT_MARK;
-        }
+
+    for (auto p : unicode_map_uppercase) {
+        cpt_flags[p.second].is_uppercase = true;
     }
-    for (auto p : unicode_ranges_punctuation) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_PUNCTUATION;
-        }
+
+    for (auto &range : unicode_ranges_nfd) {  // start, last, nfd
+        cpt_flags[range.nfd].is_nfd = true;
     }
-    for  (auto p : unicode_ranges_symbol) {
-        for (auto i = p.first; i <= p.second; ++i) {
-            cpt_types[i] = CODEPOINT_TYPE_SYMBOL;
-        }
-    }
-    for (auto p : unicode_ranges_control) {
-        for (auto i = p.first; i <= p.second; ++ i) {
-            cpt_types[i] = CODEPOINT_TYPE_CONTROL;
-        }
-    }
-    return cpt_types;
+
+    return cpt_flags;
 }
 
 static std::unordered_map<uint8_t, std::string> unicode_byte_to_utf8_map() {
     std::unordered_map<uint8_t, std::string> map;
-    for (int ch = u'!'; ch <= u'~'; ++ch) {
+    for (int ch = 0x21; ch <= 0x7E; ++ch) {  // u'!' to u'~'
         assert(0 <= ch && ch < 256);
         map[ch] = unicode_cpt_to_utf8(ch);
     }
-    for (int ch = u'¡'; ch <= u'¬'; ++ch) {
+    for (int ch = 0xA1; ch <= 0xAC; ++ch) {  // u'¡' to u'¬'
         assert(0 <= ch && ch < 256);
         map[ch] = unicode_cpt_to_utf8(ch);
     }
-    for (int ch = u'®'; ch <= u'ÿ'; ++ch) {
+    for (int ch = 0xAE; ch <= 0xFF; ++ch) {  // u'®' to u'ÿ'
         assert(0 <= ch && ch < 256);
         map[ch] = unicode_cpt_to_utf8(ch);
     }
@@ -174,15 +167,15 @@ static std::unordered_map<uint8_t, std::string> unicode_byte_to_utf8_map() {
 
 static std::unordered_map<std::string, uint8_t> unicode_utf8_to_byte_map() {
     std::unordered_map<std::string, uint8_t> map;
-    for (int ch = u'!'; ch <= u'~'; ++ch) {
+    for (int ch = 0x21; ch <= 0x7E; ++ch) {  // u'!' to u'~'
         assert(0 <= ch && ch < 256);
         map[unicode_cpt_to_utf8(ch)] = ch;
     }
-    for (int ch = u'¡'; ch <= u'¬'; ++ch) {
+    for (int ch = 0xA1; ch <= 0xAC; ++ch) {  // u'¡' to u'¬'
         assert(0 <= ch && ch < 256);
         map[unicode_cpt_to_utf8(ch)] = ch;
     }
-    for (int ch = u'®'; ch <= u'ÿ'; ++ch) {
+    for (int ch = 0xAE; ch <= 0xFF; ++ch) {  // u'®' to u'ÿ'
         assert(0 <= ch && ch < 256);
         map[unicode_cpt_to_utf8(ch)] = ch;
     }
@@ -224,138 +217,255 @@ static std::vector<size_t> unicode_regex_split_custom_gpt2(const std::string & t
     std::vector<size_t> bpe_offsets; // store the offset of each word
     bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size
 
+    const auto cpts = unicode_cpts_from_utf8(text);
+
     size_t start = 0;
+    for (auto offset : offsets) {
+        const size_t offset_ini = start;
+        const size_t offset_end = start + offset;
+        assert(offset_end <= cpts.size());
+        start = offset_end;
+
+        auto _get_cpt = [&] (const size_t pos) -> char32_t {
+            return (offset_ini <= pos && pos < offset_end) ? cpts[pos] : 0;
+        };
+
+        auto _get_flags = [&] (const size_t pos) -> codepoint_flags {
+            static const codepoint_flags undef(codepoint_flags::UNDEFINED);
+            return (offset_ini <= pos && pos < offset_end) ? unicode_cpt_flags(cpts[pos]) : undef;
+        };
+
+        size_t _prev_end = offset_ini;
+        auto _add_token = [&] (const size_t end) -> size_t {
+            assert(_prev_end <= end && end <= offset_end);
+            size_t len = end - _prev_end;
+            if (len > 0) {
+                bpe_offsets.push_back(len);
+            }
+            _prev_end = end;
+            //if (len > 0) {
+            //    std::string s = "";
+            //    for(size_t p = end-len; p < end; p++)
+            //        s += unicode_cpt_to_utf8(cpts[p]);
+            //    printf(">>> '%s'\n", s.c_str());
+            //}
+            return len;
+        };
+
+        for (size_t pos = offset_ini; pos < offset_end; /*pos++*/ ) {
+            const char32_t cpt = _get_cpt(pos);
+            const auto flags = _get_flags(pos);
+
+            // regex: 's|'t|'re|'ve|'m|'ll|'d
+            if (cpt == '\'' && pos+1 < offset_end) {
+                char32_t cpt_next = _get_cpt(pos+1);
+                if (cpt_next == 's' || cpt_next == 't' || cpt_next == 'm' || cpt_next == 'd') {
+                    pos += _add_token(pos+2);
+                    continue;
+                }
+                if (pos+2 < offset_end) {
+                    char32_t cpt_next_next = _get_cpt(pos+2);
+                    if ((cpt_next == 'r' && cpt_next_next == 'e') ||
+                        (cpt_next == 'v' && cpt_next_next == 'e') ||
+                        (cpt_next == 'l' && cpt_next_next == 'l')) {
+                        pos += _add_token(pos+3);
+                        continue;
+                    }
+                }
+            }
+
+            auto flags2 = (cpt == ' ' ? _get_flags(pos+1) : flags);
+            // regex: <space>?\p{L}+
+            if (flags2.is_letter) {
+                pos += (cpt == ' ');
+                while (flags2.is_letter) {
+                    flags2 = _get_flags(++pos);
+                }
+                _add_token(pos);
+                continue;
+            }
+            // regex: <space>?\p{N}+
+            if (flags2.is_number) {
+                pos += (cpt == ' ');
+                while (flags2.is_number) {
+                    flags2 = _get_flags(++pos);
+                }
+                _add_token(pos);
+                continue;
+            }
+            // regex: <space>?[^\s\p{L}\p{N}]+
+            if (!(flags2.is_whitespace || flags2.is_letter || flags2.is_number || flags2.is_undefined)) {
+                pos += (cpt == ' ');
+                while (!(flags2.is_whitespace || flags2.is_letter || flags2.is_number || flags2.is_undefined)) {
+                    flags2 = _get_flags(++pos);
+                }
+                _add_token(pos);
+                continue;
+            }
+
+            size_t num_whitespaces = 0;
+            while (_get_flags(pos+num_whitespaces).is_whitespace) {
+                num_whitespaces++;
+            }
+
+            // regex: \s+(?!\S)
+            if (num_whitespaces > 1 && _get_cpt(pos+num_whitespaces) != 0) {
+                pos += num_whitespaces - 1;
+                _add_token(pos);
+                continue;
+            }
+
+            // regex: \s+
+            if (num_whitespaces > 0) {
+                pos += num_whitespaces;
+                _add_token(pos);
+                continue;
+            }
+
+            // no matches
+            _add_token(++pos);
+        }
+    }
+
+    return bpe_offsets;
+}
+
+// LLAMA3 system regex: "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}{1,3}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+"
+static std::vector<size_t> unicode_regex_split_custom_llama3(const std::string & text, const std::vector<size_t> & offsets) {
+    std::vector<size_t> bpe_offsets; // store the offset of each word
+    bpe_offsets.reserve(offsets.size()); // Reserve memory for the approximate size
 
     const auto cpts = unicode_cpts_from_utf8(text);
 
+    size_t start = 0;
     for (auto offset : offsets) {
-        std::string token;
+        const size_t offset_ini = start;
+        const size_t offset_end = start + offset;
+        assert(offset_end <= cpts.size());
+        start = offset_end;
 
-        bool collecting_numeric = false;
-        bool collecting_letter = false;
-        bool collecting_special = false;
-        bool collecting_whitespace_lookahead = false;
-        bool collecting = false;
+        auto _get_cpt = [&] (const size_t pos) -> char32_t {
+            return (offset_ini <= pos && pos < offset_end) ? cpts[pos] : 0;
+        };
 
-        std::vector<std::string> text_utf;
-        text_utf.reserve(offset);
+        auto _get_flags = [&] (const size_t pos) -> codepoint_flags {
+            static const codepoint_flags undef(codepoint_flags::UNDEFINED);
+            return (offset_ini <= pos && pos < offset_end) ? unicode_cpt_flags(cpts[pos]) : undef;
+        };
 
-        for (size_t i = start; i < start + offset; ++i) {
-            text_utf.emplace_back(unicode_cpt_to_utf8(cpts[i]));
-        }
+        size_t _prev_end = offset_ini;
+        auto _add_token = [&] (const size_t end) -> size_t {
+            assert(_prev_end <= end && end <= offset_end);
+            size_t len = end - _prev_end;
+            if (len > 0) {
+                bpe_offsets.push_back(len);
+            }
+            _prev_end = end;
+            //if (len > 0) {
+            //    std::string s = "";
+            //    for(size_t p = end-len; p < end; p++)
+            //        s += unicode_cpt_to_utf8(cpts[p]);
+            //    printf(">>> '%s'\n", s.c_str());
+            //}
+            return len;
+        };
 
-        for (int i = 0; i < (int)text_utf.size(); i++) {
-            const std::string & utf_char = text_utf[i];
-            bool split_condition = false;
-            int bytes_remain = text_utf.size() - i;
+        for (size_t pos = offset_ini; pos < offset_end; /*pos++*/ ) {
+            const char32_t cpt = _get_cpt(pos);
+            const auto flags = _get_flags(pos);
 
-            // forward backward lookups
-            const std::string & utf_char_next      = (i + 1 < (int)text_utf.size()) ? text_utf[i + 1] : "";
-            const std::string & utf_char_next_next = (i + 2 < (int)text_utf.size()) ? text_utf[i + 2] : "";
-
-            // handling contractions
-            if (!split_condition && bytes_remain >= 2) {
-                // 's|'t|'m|'d
-                if (utf_char == "\'" && (utf_char_next == "s" || utf_char_next == "t" || utf_char_next == "m" || utf_char_next == "d")) {
-                    split_condition = true;
-                }
-                if (split_condition) {
-                    if (token.size()) {
-                        bpe_offsets.emplace_back(unicode_cpts_from_utf8(token).size());
-                    }
-                    token = utf_char + utf_char_next;
-                    bpe_offsets.emplace_back(unicode_cpts_from_utf8(token).size());
-                    token = "";
-                    i++;
+            // regex: (?i:'s|'t|'re|'ve|'m|'ll|'d) // case insensitive
+            if (cpt == '\'' && pos+1 < offset_end) {
+                char32_t cpt_next = unicode_tolower(_get_cpt(pos+1));
+                if (cpt_next == 's' || cpt_next == 't' || cpt_next == 'm' || cpt_next == 'd') {
+                    pos += _add_token(pos+2);
                     continue;
                 }
-            }
-            if (!split_condition && bytes_remain >= 3) {
-                // 're|'ve|'ll
-                if (utf_char == "\'" && (
-                    (utf_char_next == "r" && utf_char_next_next == "e") ||
-                    (utf_char_next == "v" && utf_char_next_next == "e") ||
-                    (utf_char_next == "l" && utf_char_next_next == "l"))
-                    ) {
-                    split_condition = true;
-                }
-                if (split_condition) {
-                    // current token + next token can be defined
-                    if (token.size()) {
-                        bpe_offsets.emplace_back(unicode_cpts_from_utf8(token).size());
+                if (pos+2 < offset_end) {
+                    char32_t cpt_next_next = unicode_tolower(_get_cpt(pos+2));
+                    if ((cpt_next == 'r' && cpt_next_next == 'e') ||
+                        (cpt_next == 'v' && cpt_next_next == 'e') ||
+                        (cpt_next == 'l' && cpt_next_next == 'l')) {
+                        pos += _add_token(pos+3);
+                        continue;
                     }
-                    token =  utf_char;
-                    token += utf_char_next;
-                    token += utf_char_next_next;
+                }
+            }
 
-                    bpe_offsets.emplace_back(unicode_cpts_from_utf8(token).size());
-                    token = "";
-                    i += 2;
+            // regex: [^\r\n\p{L}\p{N}]?\p{L}+  //####FIXME: the first \p{L} is correct?
+            if (!(cpt == '\r' || cpt == '\n' || /*flags.is_letter |*/ flags.is_number)) {
+                if (flags.is_letter || _get_flags(pos+1).is_letter) {  // one or more letters
+                    pos++;
+                    while (_get_flags(pos).is_letter) {
+                        pos++;
+                    }
+                    _add_token(pos);
                     continue;
                 }
             }
 
-            if (!split_condition && !collecting) {
-                if (unicode_cpt_type(utf_char) == CODEPOINT_TYPE_LETTER || (token.empty() && utf_char == " " && unicode_cpt_type(utf_char_next) == CODEPOINT_TYPE_LETTER)) {
-                    collecting_letter = true;
-                    collecting = true;
-                }
-                else if (unicode_cpt_type(utf_char) == CODEPOINT_TYPE_NUMBER || (token.empty() && utf_char == " " && unicode_cpt_type(utf_char_next) == CODEPOINT_TYPE_NUMBER)) {
-                    collecting_numeric = true;
-                    collecting = true;
-                }
-                else if (
-                    ((unicode_cpt_type(utf_char) != CODEPOINT_TYPE_LETTER && unicode_cpt_type(utf_char) != CODEPOINT_TYPE_NUMBER) && (unicode_cpt_type(utf_char) != CODEPOINT_TYPE_WHITESPACE)) ||
-                    (token.empty() && utf_char == " " && unicode_cpt_type(utf_char_next) != CODEPOINT_TYPE_LETTER && unicode_cpt_type(utf_char_next) != CODEPOINT_TYPE_NUMBER && unicode_cpt_type(utf_char_next) != CODEPOINT_TYPE_WHITESPACE)
-                    ) {
-                    collecting_special = true;
-                    collecting = true;
-                }
-                else if (unicode_cpt_type(utf_char) == CODEPOINT_TYPE_WHITESPACE && unicode_cpt_type(utf_char_next) == CODEPOINT_TYPE_WHITESPACE) {
-                    collecting_whitespace_lookahead = true;
-                    collecting = true;
-                }
-                else if (unicode_cpt_type(utf_char) == CODEPOINT_TYPE_WHITESPACE) {
-                    split_condition = true;
-                }
-            }
-            else if (!split_condition && collecting) {
-                if (collecting_letter && unicode_cpt_type(utf_char) != CODEPOINT_TYPE_LETTER) {
-                    split_condition = true;
-                }
-                else if (collecting_numeric && unicode_cpt_type(utf_char) != CODEPOINT_TYPE_NUMBER) {
-                    split_condition = true;
-                }
-                else if (collecting_special && (unicode_cpt_type(utf_char) == CODEPOINT_TYPE_LETTER || unicode_cpt_type(utf_char) == CODEPOINT_TYPE_NUMBER || unicode_cpt_type(utf_char) == CODEPOINT_TYPE_WHITESPACE)) {
-                    split_condition = true;
-                }
-                else if (collecting_whitespace_lookahead && (unicode_cpt_type(utf_char_next) == CODEPOINT_TYPE_LETTER || unicode_cpt_type(utf_char_next) == CODEPOINT_TYPE_NUMBER)) {
-                    split_condition = true;
+            // regex: \p{N}{1,3}
+            if (flags.is_number) {
+                size_t ini = pos;
+                while (_get_flags(pos).is_number) {
+                    if (++pos - ini >= 3 ) {
+                        _add_token(pos);
+                        ini = pos;
+                    }
                 }
+                _add_token(pos);
+                continue;
             }
 
-            if (utf_char_next == "") {
-                split_condition = true; // final
-                token += utf_char;
+            // regex: <space>?[^\s\p{L}\p{N}]+[\r\n]*
+            auto flags2 = (cpt == ' ' ? _get_flags(pos+1) : flags);
+            if (!(flags2.is_whitespace || flags2.is_letter || flags2.is_number || flags2.is_undefined)) {
+                pos += (cpt == ' ');
+                while (!(flags2.is_whitespace || flags2.is_letter || flags2.is_number || flags2.is_undefined)) {
+                    flags2 = _get_flags(++pos);
+                }
+                char32_t cpt2 = _get_cpt(pos);
+                while (cpt2 == '\r' || cpt2 == '\n') {
+                    cpt2 = _get_cpt(++pos);
+                }
+                _add_token(pos);
+                continue;
             }
 
-            if (split_condition) {
-                if (token.size()) {
-                    bpe_offsets.emplace_back(unicode_cpts_from_utf8(token).size());
+            size_t num_whitespaces = 0;
+            size_t last_end_r_or_n = 0;
+            while (_get_flags(pos+num_whitespaces).is_whitespace) {
+                char32_t cpt2 = _get_cpt(pos+num_whitespaces);
+                if (cpt2 == '\r' || cpt2 == '\n') {
+                    last_end_r_or_n = pos + num_whitespaces + 1;
                 }
-                token = utf_char;
-                collecting = false;
-                collecting_letter = false;
-                collecting_numeric = false;
-                collecting_special = false;
-                collecting_whitespace_lookahead = false;
+                num_whitespaces++;
             }
-            else {
-                token += utf_char;
+
+            // regex: \s*[\r\n]+
+            if (last_end_r_or_n > 0) {
+                pos = last_end_r_or_n;
+                _add_token(pos);
+                continue;
             }
+
+            // regex: \s+(?!\S)
+            if (num_whitespaces > 1 && _get_cpt(pos+num_whitespaces) != 0) {
+                pos += num_whitespaces - 1;
+                _add_token(pos);
+                continue;
+            }
+
+            // regex: \s+
+            if (num_whitespaces > 0) {
+                pos += num_whitespaces;
+                _add_token(pos);
+                continue;
+            }
+
+            // no matches
+            _add_token(++pos);
         }
-
-        start += offset;
     }
 
     return bpe_offsets;
@@ -424,14 +534,14 @@ static std::vector<size_t> unicode_regex_split_stl(const std::string & text, con
 static std::vector<size_t> unicode_regex_split_custom(const std::string & text, const std::string & regex_expr, const std::vector<size_t> & offsets) {
     std::vector<size_t> bpe_offsets;
 
-    (void)(text);
-    (void)(regex_expr);
-    (void)(offsets);
-    // TODO: this implementation is actually wrong, uncomment and run:
-    //       make -j && ./bin/test-tokenizer-0 ../models/ggml-vocab-gpt-2.gguf
-    //if (regex_expr == "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)") {
-    //    bpe_offsets = unicode_regex_split_custom_gpt2(text, offsets);
-    //}
+    if (regex_expr == "'s|'t|'re|'ve|'m|'ll|'d| ?\\p{L}+| ?\\p{N}+| ?[^\\s\\p{L}\\p{N}]+|\\s+(?!\\S)") {
+        bpe_offsets = unicode_regex_split_custom_gpt2(text, offsets);
+    } else if (
+            regex_expr == "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+" ||
+            regex_expr == "(?:'[sS]|'[tT]|'[rR][eE]|'[vV][eE]|'[mM]|'[lL][lL]|'[dD])|[^\\r\\n\\p{L}\\p{N}]?\\p{L}+|\\p{N}{1,3}| ?[^\\s\\p{L}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+") {
+
+        bpe_offsets = unicode_regex_split_custom_llama3(text, offsets);
+    }
 
     return bpe_offsets;
 }
@@ -470,15 +580,14 @@ std::string unicode_cpt_to_utf8(uint32_t cp) {
 }
 
 std::vector<uint32_t> unicode_cpts_normalize_nfd(const std::vector<uint32_t> & cpts) {
-    std::vector<uint32_t> result;
-    result.reserve(cpts.size());
+    auto comp = [] (const uint32_t cpt, const range_nfd & range) {
+        return cpt < range.first;
+    };
+    std::vector<uint32_t> result(cpts.size());
     for (size_t i = 0; i < cpts.size(); ++i) {
-        auto it = unicode_map_nfd.find(cpts[i]);
-        if (it == unicode_map_nfd.end()) {
-            result.push_back(cpts[i]);
-        } else {
-            result.push_back(it->second);
-        }
+        const uint32_t cpt = cpts[i];
+        auto it = std::upper_bound(unicode_ranges_nfd.cbegin(), unicode_ranges_nfd.cend(), cpt, comp) - 1;
+        result[i] = (it->first <= cpt && cpt <= it->last) ? it->nfd : cpt;
     }
     return result;
 }
@@ -492,18 +601,19 @@ std::vector<uint32_t> unicode_cpts_from_utf8(const std::string & utf8) {
     return result;
 }
 
-int unicode_cpt_type(uint32_t cp) {
-    static std::unordered_map<uint32_t, int> cpt_types = unicode_cpt_type_map();
-    const auto it = cpt_types.find(cp);
-    return it == cpt_types.end() ? CODEPOINT_TYPE_UNIDENTIFIED : it->second;
+codepoint_flags unicode_cpt_flags(const uint32_t cp) {
+    static const codepoint_flags undef(codepoint_flags::UNDEFINED);
+    static const auto cpt_flags = unicode_cpt_flags_array();
+    return cp < cpt_flags.size() ? cpt_flags[cp] : undef;
 }
 
-int unicode_cpt_type(const std::string & utf8) {
-    if (utf8.length() == 0) {
-        return CODEPOINT_TYPE_UNIDENTIFIED;
+codepoint_flags unicode_cpt_flags(const std::string & utf8) {
+    static const codepoint_flags undef(codepoint_flags::UNDEFINED);
+    if (utf8.empty()) {
+        return undef;  // undefined
     }
     size_t offset = 0;
-    return unicode_cpt_type(unicode_cpt_from_utf8(utf8, offset));
+    return unicode_cpt_flags(unicode_cpt_from_utf8(utf8, offset));
 }
 
 std::string unicode_byte_to_utf8(uint8_t byte) {
@@ -524,21 +634,21 @@ char32_t unicode_tolower(char32_t cp) {
 std::vector<std::string> unicode_regex_split(const std::string & text, const std::vector<std::string> & regex_exprs) {
     // unicode categories
     static const std::map<std::string, int> k_ucat_enum = {
-        { "\\p{N}", CODEPOINT_TYPE_NUMBER },
-        { "\\p{L}", CODEPOINT_TYPE_LETTER },
-        { "\\p{P}", CODEPOINT_TYPE_PUNCTUATION },
+        { "\\p{N}", codepoint_flags::NUMBER },
+        { "\\p{L}", codepoint_flags::LETTER },
+        { "\\p{P}", codepoint_flags::PUNCTUATION },
     };
 
     static const std::map<int, int> k_ucat_cpt = {
-        { CODEPOINT_TYPE_NUMBER,        0xD1 },
-        { CODEPOINT_TYPE_LETTER,        0xD2 },
-        { CODEPOINT_TYPE_PUNCTUATION,   0xD3 },
+        { codepoint_flags::NUMBER,        0xD1 },
+        { codepoint_flags::LETTER,        0xD2 },
+        { codepoint_flags::PUNCTUATION,   0xD3 },
     };
 
     static const std::map<int, std::string> k_ucat_map = {
-        { CODEPOINT_TYPE_NUMBER,        "\x30-\x39" }, // 0-9
-        { CODEPOINT_TYPE_LETTER,        "\x41-\x5A\x61-\x7A" }, // A-Za-z
-        { CODEPOINT_TYPE_PUNCTUATION,   "\x21-\x23\x25-\x2A\x2C-\x2F\x3A-\x3B\x3F-\x40\\\x5B-\\\x5D\x5F\\\x7B\\\x7D" }, // !-#%-*,-/:-;?-@\[-\]_\{\}
+        { codepoint_flags::NUMBER,        "\x30-\x39" }, // 0-9
+        { codepoint_flags::LETTER,        "\x41-\x5A\x61-\x7A" }, // A-Za-z
+        { codepoint_flags::PUNCTUATION,   "\x21-\x23\x25-\x2A\x2C-\x2F\x3A-\x3B\x3F-\x40\\\x5B-\\\x5D\x5F\\\x7B\\\x7D" }, // !-#%-*,-/:-;?-@\[-\]_\{\}
     };
 
     // compute collapsed codepoints only if needed by at least one regex
@@ -569,10 +679,10 @@ std::vector<std::string> unicode_regex_split(const std::string & text, const std
                 continue;
             }
 
-            const int cpt_type = unicode_cpt_type(cpts[i]);
+            const int cpt_flag = unicode_cpt_flags(cpts[i]).category_flag();
 
-            if (k_ucat_cpt.find(cpt_type) != k_ucat_cpt.end()) {
-                text_collapsed[i] = k_ucat_cpt.at(cpt_type);
+            if (k_ucat_cpt.find(cpt_flag) != k_ucat_cpt.end()) {
+                text_collapsed[i] = k_ucat_cpt.at(cpt_flag);
             } else {
                 text_collapsed[i] = (char) 0xD0; // fallback
             }
diff --git a/unicode.h b/unicode.h
index e9026dc81..7513be4ad 100644
--- a/unicode.h
+++ b/unicode.h
@@ -4,22 +4,56 @@
 #include <string>
 #include <vector>
 
-#define CODEPOINT_TYPE_UNIDENTIFIED 0
-#define CODEPOINT_TYPE_NUMBER       1
-#define CODEPOINT_TYPE_LETTER       2
-#define CODEPOINT_TYPE_WHITESPACE   3
-#define CODEPOINT_TYPE_ACCENT_MARK  4
-#define CODEPOINT_TYPE_PUNCTUATION  5
-#define CODEPOINT_TYPE_SYMBOL       6
-#define CODEPOINT_TYPE_CONTROL      7
+struct codepoint_flags {
+    enum {
+        UNDEFINED       = 0x0001,
+        NUMBER          = 0x0002,  // regex: \p{N}
+        LETTER          = 0x0004,  // regex: \p{L}
+        SEPARATOR       = 0x0008,  // regex: \p{Z}
+        ACCENT_MARK     = 0x0010,  // regex: \p{M}
+        PUNCTUATION     = 0x0020,  // regex: \p{P}
+        SYMBOL          = 0x0040,  // regex: \p{S}
+        CONTROL         = 0x0080,  // regex: \p{C}
+        MASK_CATEGORIES = 0x00FF,
+    };
+
+    // codepoint type
+    uint16_t is_undefined   : 1;
+    uint16_t is_number      : 1;  // regex: \p{N}
+    uint16_t is_letter      : 1;  // regex: \p{L}
+    uint16_t is_separator   : 1;  // regex: \p{Z}
+    uint16_t is_accent_mark : 1;  // regex: \p{M}
+    uint16_t is_punctuation : 1;  // regex: \p{P}
+    uint16_t is_symbol      : 1;  // regex: \p{S}
+    uint16_t is_control     : 1;  // regex: \p{C}
+    // helper flags
+    uint16_t is_whitespace  : 1;  // regex: \s
+    uint16_t is_lowercase   : 1;
+    uint16_t is_uppercase   : 1;
+    uint16_t is_nfd         : 1;
+
+    // decode from uint16
+    inline codepoint_flags(const uint16_t flags=0) {
+        *reinterpret_cast<uint16_t*>(this) = flags;
+    }
+
+    inline uint16_t as_uint() const {
+        return *reinterpret_cast<const uint16_t*>(this);
+    }
+
+    inline uint16_t category_flag() const {
+        return this->as_uint() & MASK_CATEGORIES;
+    }
+};
+
 
 std::string unicode_cpt_to_utf8(uint32_t cp);
 std::vector<uint32_t> unicode_cpts_from_utf8(const std::string & utf8);
 
 std::vector<uint32_t> unicode_cpts_normalize_nfd(const std::vector<uint32_t> & cpts);
 
-int unicode_cpt_type(uint32_t cp);
-int unicode_cpt_type(const std::string & utf8);
+codepoint_flags unicode_cpt_flags(const uint32_t cp);
+codepoint_flags unicode_cpt_flags(const std::string & utf8);
 
 std::string unicode_byte_to_utf8(uint8_t byte);
 uint8_t unicode_utf8_to_byte(const std::string & utf8);